IBM SPSS Statistics 22 Core System U IBM_SPSS_Statistics_Core_System_User_Guide User Guide
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IBM SPSS Statistics 22 Core System ΓU ΩTΣΣúºeA²\¬ 243 yNzñΩTC úΩT A≤ IBM SPSS Statistics 22.0.0 ß≥PqAúDsñtⁿC ² 1 ºz . . . . . . . . . . . . . 1 4 íRí. . . . . . . . 39 22 sW\αH . . . . . Windows . . . . . . . . . . ⁿw°íP@ñ°í± . . ¼AC . . . . . . . . . . ∩ . . . . . . . . . . ∩MμñWM. π∩jp . . . . . . . ∩ε . . . . . . . . . ∩. . . . . . . . . . Ω¼BqhMMμ. o∩ñ÷ΩT . . . ΩRñ≥BJ . . . . . pm. . . . . . . . . . A≤h. . . . . . . . . . °AnJG . . . . . . . . sWMsΦ°AnJ]w . . Yn∩B½BsW°A . jMi°A . . . . . . q°A}Ω . . . . b≈MíRíñs íRíñi{ . . ∩⌠Wμ∩∩⌠Wμ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 2 3 3 4 4 4 4 5 5 5 5 6 6 2 oí . . . . . . . . . . . 7 o÷ΘXí . . . . . . . . . . 7 3 Ω . . . . . . . . . . . . 9 }Ω . . . . . . . . . . . Yn}Ω . . . . . . . . Ω¼ . . . . . . . . . }∩ . . . . . . . . . ¬ Excel . . . . . . . . ¬ Excel MΣLΓϕ . ¬ dBASE . . . . . . . ¬ Stata . . . . . . . . ¬Ωw . . . . . . . . σrδF . . . . . . . . . . ¬ Cognos Ω . . . . . . . ¬ IBM SPSS Data Collection Ω . ΩT . . . . . . . . . . . xsΩ . . . . . . . . . . Ynxsw∩Ω . . . . . HíμíxsΩ . . . . . . NΩs¿ Excel μí . . . . . NΩs¿ SAS μí . . . . . NΩs¿ Stata μí . . . . . xsl . . . . . . . . [KΩ . . . . . . . . . XΩw . . . . . . . . . X IBM SPSS Data Collection . . ±Ω . . . . . . . . . . ±ΩG± . . . . . . ±ΩG . . . . . . ±ΩGΘX . . . . . . O@lΩ . . . . . . . . . . Ω@ . . . . . . . . . . Ω . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 . 9 . 10 . 10 . 10 . 11 . 11 . 11 . 11 . 17 . 20 . 21 . 23 . 23 . 23 . 23 . 26 . 26 . 27 . 28 . 28 . 29 . 33 . 34 . 35 . 35 . 35 . 36 . 36 . 37 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 39 40 40 41 41 41 42 5 ΩsΦ . . . . . . . . . 43 Ω° . . . . . . . . . ° . . . . . . . . . Ynπwq . . . W . . . . . . . . qh . . . . . . . ¼ . . . . . . . . . . . . . . . . . . . . . . . . bOñíJμ . . . . ≥ . . . . . . . . . ñΓ . . . . . . . . . . μe . . . . . . . . ∩⌠Φí . . . . . . . NwqMh . q . . . . . . . q° . . . . . . . ≈rd . . . . . . . . ΘJΩ . . . . . . . . . YnΘJΩ . . . . . YnΘJDΩ . . . . YnN≤ΩΘJ . ΩsΦñΩ¡ε . . sΦΩ . . . . . . . . . m½∩Ω . . . . . UBsMKWΩ . . . íJs[ε . . . . . . . íJs . . . . . . . Yn≤Ω¼ . . . . . MΣ[εBAí . . . MΣMm½ΩP . . . . o∩yzpq . . uΩsΦvñ[ε∩¼A ΩsΦπ∩ . . . . . ΩsΦCL . . . . . . YnCLΩsΦe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43 43 44 44 44 45 46 47 47 47 47 48 48 48 49 51 51 52 52 52 52 53 53 53 53 54 54 55 55 55 56 56 57 57 58 6 h½Ω . . . . . . . 59 h½Ω≥Bz . . bⁿOykñhΩ . bΩísKWΩT . . . . . . . . . . . . . . . . . . . . . . . 59 . 59 . 59 iii ≤WΩ . . úCXhΩ . . . . . . . . . . . . . . . . . . . . . . . . 60 . 60 7 Ω . . . . . . . . . . 61 e . . . . . . . . . . . wqe . . . . . . . . . . Ynwqe . . . . . . . wqMΣLe . . . ⁿwqh . . . . . . . . . q . . . . . . . . . se . . . . . . . . . w∩πqh]wqh h½ . . . . . . . . . . wqh½ . . . . . . . . sΩe . . . . . . . . . . sΩe . . . . . . . . . O½[ε . . . . . . . . Visual Binning . . . . . . . . . Yn Bin . . . . . . . . Bin . . . . . . . . . . ú Bin O . . . . . . . s Bin O . . . . . . . . Visual Binning ñ≥ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61 61 61 62 63 63 63 64 64 65 66 66 68 70 70 70 72 72 73 8 Ωα½ . . . . . . . . . . 75 Ωα½ . . . . . . . . . . pΓ . . . . . . . . . . pΓG [ε∩°≤ . . . pΓG ¼P . . . . τ . . . . . . . . . . . . τñ≥ . . . . . . . . ú . . . . . . . . . [εX{ . . . . . . [εíG ²p X{G[ε∩°≤ . . . . . . . . . . . . . ½ssX . . . . . . . . . ½ssX¿P@ . . . . . . ½ssX¿P@GPs . ½ssX¿úP . . . . . . ½ssX¿úPG Ps. ½ssX . . . . . . . . . Ñ[ε . . . . . . . . . Ñ[εG ¼ . . . . . . Ñ[εG P . . . . . ΘMíδF . . . . . . . . IBM SPSS Statistics ñΘMí qrΩΘ/í . . . . q@Θ/í . . [εΘ/í . . . . Θ/íí . . . . íCΩα½ . . . . . . . wqΘ . . . . . . . . . íC . . . . . . . . m½≥ . . . . . . . . iv . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . IBM SPSS Statistics 22 Core System ΓU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75 75 75 75 76 76 76 77 77 77 77 78 78 78 79 79 80 81 82 82 83 83 84 84 85 87 87 87 88 89 9 BzPα½ . . . . . . 91 BzPα½ . . . . . . . . . . . 91 [ε . . . . . . . . . . . . . . 91 ... . . . . . . . . . . . . . . . 92 αm . . . . . . . . . . . . . . . . . 93 X Ω . . . . . . . . . . . . . . 93 sW[ε . . . . . . . . . . . . . 93 sW . . . . . . . . . . . . . . 94 πXΩ . . . . . . . . . . . . . . . 96 πXΩG πXτ . . . . . . . . . . 97 πXΩGWP . . . . . . . . 97 . . . . . . . . . . . . . . . 97 ∩[ε . . . . . . . . . . . . . . 97 ∩[εGIf . . . . . . . . . . . . 98 ∩[εGH≈ . . . . . . . . . . 98 ∩[εGd≥ . . . . . . . . . . . 99 [v[ε . . . . . . . . . . . . . . 99 ½Ω . . . . . . . . . . . . . . . 99 Yn½s[cΩ . . . . . . . . . . . 100 ½ΩδFG∩¼. . . . . . . . . 100 ½ΩδF]¿[εGs 102 ½ΩδF]¿[εG∩ . . 103 ½ΩδF]¿[εG 103 ½ΩδF]¿[εG@ . . . . . . . . . . . . . . . 105 ½ΩδF]¿[εGh . . . . . . . . . . . . . . . 105 ½ΩδF]¿[εG∩ . . . 105 ½ΩδF][ε¿G∩ . . 106 ½ΩδF][ε¿GΩ . . 106 ½ΩδF][ε¿G∩ . . . 106 ½ΩδFG¿ . . . . . . . . . . 107 10 ΘXBz . . . . . . . . 109 ΘXBz . . . . . . °. . . . . . . . πM⌠G. . . . BRúMsΘX . ≤l∩⌠Φí . . . ≤ΘX∩⌠Φí. °ºn . . . . . sW° . . . MΣN°ñΩT sΘX ΣL{íñ . XΘX . . . . . . . HTML ∩ . . . . . Web °i∩ . . . . Word/RTF ∩ . . . . Excel ∩ . . . . . PowerPoint ∩ . . . PDF ∩. . . . . . σr∩ . . . . . . u∩ . . . . μí∩ . . . . °CL . . . . . . YnCLΘXPϕ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109 109 109 110 110 110 110 112 112 113 114 115 116 116 116 117 118 118 119 119 120 120 w²CL . . . . . GP G∩. . . xsΘX . . . . . . Ynxs°σ≤ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120 120 121 121 122 CLϕ . . . . . . εeM°ϕμϕμμ qϕϕ . . . . ϕμ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134 134 135 136 12 ¼ . . . . . . . . . . . 137 11 ϕ . . . . . . . . . . 123 ϕ. . . . . . . . . ϕ . . . . . . . ϕ . . . . . . Rϕμ . . . . . b≤ π b CMμ. . αmCMμ . . . . . . Cμ . . . . . . Cμs . . . . αCμ. . . . . C. . . . . . . . íJCMμ . . . . . . εMπ . ≤ΘXyÑ . . . . . s²j¼ϕμ . . . . . ≤ . . . . . . . Ñh . . . . . . . . MπÑh. . . . . hO . . . . . . πM⌠. . . . . . ⌠ϕμñCMμ . . . πϕμñ⌠CMμ. . ⌠MπO . . . ⌠MπϕμD . . . TableLooks . . . . . . . YnMϕμμí . . . YnsΦϕμμí . ϕμe . . . . . . . . Yn≤ϕe . . . ϕμeG@δ. . . . . ϕμeGN . . . ϕμeGxsμμí . . ϕμeGΣ. . . . . ϕμeGCL. . . . . xsμe . . . . . . . r¼I . . . . . . μí. . . . . . . . ∩⌠ΦíΣZ. . . . . }MD . . . . . . . sW}MD. . . . . Yn⌠πD . . . Yn⌠πϕμñ} }O . . . . . . . }½ss . . . . . sΦϕμñ} . . Ωμe . . . . . . . . ≤μe . . . . . . . . πϕñ⌠Σ. . . ∩ϕñCBμPxsμ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123 123 123 123 123 124 124 124 124 124 125 125 125 126 126 126 127 127 127 127 127 127 127 128 128 128 128 128 129 129 129 130 130 131 131 131 131 131 132 132 132 132 132 133 133 134 134 134 134 Pí¼ . . . . . . . . . . ¼°. . . . . . . . CL¼ . . . . . . . . . . . X¼ . . . . . . . . . . . N¼ñμ xssΩ ½nNwxssΩ . X° . . . . . . . . . . X¼ . . . . . . . . . ¼°. . . . . . . . . 13 ΘX∩ íΘXG∩. . . . íΘX . . . . . . íΘXGPσr íΘXG . íΘXGϕμμí íΘXGjp. . . ϕμí . . . . . . ϕμíG°≤. . . ϕμíGμí. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137 137 138 138 139 139 139 139 141 . . . . . . . 143 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143 144 146 146 146 147 147 148 148 14 ⁿOykBzΦí . . . . . 149 ⁿOykWh. . . . . q∩ⁿOyk . . q∩KWyk . . . ΘXΘxñyk . . YnqΘXΘxsyk. yksΦ. . . . . yksΦ°í. . . . MWⁿ . . . . . . ¿ . . . . . . ΓmsX . . . . . . ñI. . . . . . . . . . . . . . σrK[ú¼A ]wykμí . . . . ⌡μⁿOyk . . . . Unicode yk . . . h½⌡μⁿO . . . . Unicode yk . . . . h½⌡μⁿO . . . . . [Kyk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149 150 150 150 150 151 151 152 153 153 154 154 156 156 157 158 158 158 158 159 15 ϕí{íºz . . . . . . 161 MsΦϕ. . . . ϕ . . . . . sΦϕ . . . . . ϕwq∩ . . . . sWPsΦD} Yn]w@δ∩ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 161 161 162 163 163 163 ² v 16 zLw¼Ω . . . 165 δF . . . . . . . . ¼μ PΩμ ∩τ . . . . . @ñΩ . . X íMα½ XML . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165 166 167 168 168 17 {í . . . . . . . . . 169 {í . . . . . . Tº . . . . . . Ω . . . . . . . . . . . . wq . . . . . πP⌠ ½sCMμ X . . . . . . PsΦ X . w X . . °ww X Uⁿ X . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169 169 169 170 170 170 171 171 171 174 176 176 18 ∩ . . . . . . . . . . . 179 ∩ . . . . . . . . @δ∩ . . . . . . . u°∩v . . . . Ω∩ . . . . . . . ≤w]° . . yÑ∩ . . . . . . . f⌠∩ . . . . . . . Ynqf⌠μí. ΘX∩ . . . . . . . ϕ∩ . . . . . . . Ω CΓ . . . . Ω u° . . . . Ω O . . . . Ω ±í . . . . ϕ∩ . . . . . . m∩ . . . . . Script ∩ . . . . . . yksΦ∩. . . . . h½í ∩ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179 179 180 181 182 182 183 183 183 184 184 185 185 185 186 187 188 189 189 19 q\αϕMuπC . . . . . 191 q\αϕMuπC \αϕsΦ . . quπC . . . πuπC . . . YnquπC. . uπCe . . sΦuπC . . suπ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191 191 191 191 192 192 192 192 20 Mzq∩ . . . . 193 q∩mtm q∩. . . ∩e . . . . vi . . . . . . . . . . . . . . . . . . . . . . . . IBM SPSS Statistics 22 Core System ΓU . . . . 194 . 194 . 194 ⁿwq∩\αϕ m bíμñtmε . . . ykd . . . . . w²q∩. . . . . zq∩. . . . . ε¼ . . . . . . Mμ . . . . . . Mμ . . . . . . LoMμ . . . . ∩. . . . . . . U íΦMMμε σrε . . . . . rε . . . . . RAσrε. . . . s . . . . . . sO . . . . . . ∩O . . . . . s² . . . . . l∩÷s . . . . ⁿOq∩ . . q∩a . . . . . . . . . . . . . . . . . . . . . 21 í@u@ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 ΘXzt 23 sg{í\α . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195 196 196 198 198 200 201 201 202 202 202 203 204 204 204 205 206 206 207 208 209 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211 212 213 213 213 213 213 214 214 214 214 215 215 215 216 . . . . . . . 219 ΘX½≤¼ . . . . . . . . . ⁿO ID Mϕμl¼ . . . . . . . . . . . . . . . . . . OMS ∩ . . . . . . . . . . O² . . . . . . . . . . . . q°úΘXπ . . . . . . eΘX IBM SPSS Statistics Ω. qh½ϕμΩ . . . . . εμ AHεΩñ . OMS ú ΩñW . . OXML ϕμc . . . . . . . . OMS ID . . . . . . . . . . . q°ºns OMS ID . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211 yk . . . . . . . . . . . ΘX . . . . . . . . . . . . HTML ∩ . . . . . . . . . PowerPoint ∩ . . . . . . . PDF ∩. . . . . . . . . . σr∩ . . . . . . . . . . H OUTPUT ⁿO⌡μ í@u@ ⌡μÑq . . . . . . . . . . ⌡μ∩ . . . . . . . . . . . °AnJ . . . . . . . . . . sWMsΦ°AnJ]w . . . . ú . . . . . . . . . . I@¼A . . . . . . . . . qⁿOμ⌡μ í@u@ . . . . . α½s@í{í . . . . . . Script . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 220 221 221 222 224 224 225 225 225 225 226 228 228 . . . . . . . 231 . . . . . . . . 232 Script . . . . . . . . N{ Script P°½≤ú ÷p. Python {í]pyÑsg{í . . ⌡μ Python Script M Python {í . Python {í]pyÑ Script sΦ b Basic ñsg{í . . . . . . . P 16.0 ºee. . . . . . scriptContext ½≤ . . . . . . . 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ΘJsΩWC YnNWgJΓϕB Tab ΣjΩ@CñG 1. butsΩv∩ñA÷@UNWgJΓϕC 3 Ω 23 Ynb Excel ñxs úOΩG 1. ÷@UutsΩv∩ñxswqbúOΩC YnNs¿ SAS yk (ub∩ SAS ¼@)G 1. ÷@UutsΩv∩ñNs¿ .sas C pNΩXΩwϕμ÷ΩTA \ 29 yXΩwzC xsΩGΩ¼ ziHNΩs¿UCμíG IBM SPSS Statistics (*.sav)CIBM SPSS Statistics μíC v 7.5 HenΘLk¬H IBM SPSS Statistics μíxsΩCH Unicode sXxsΩLk Q 16.0 ºe IBM SPSS Statistics ¬C \ 179 y@δ∩zDDAHo≤hΩTC ΩAt 8 @ v ϕb 10.x 11.x ñAWWL 8 WA²OdlWHKb 12.0 ≤sñCb 10.0 ºeñAYzxs ΩAzN≥ól°WC v ϕb 13.0 ºeñArΩWL 255 Cμ 255 C ΩAorΩQε¿μA IBM SPSS Statistics úY (*.zsav)C úY IBM SPSS Statistics μíC v ZSAV P SAV SxPA² íC v ZSAV iαnh@I@Ií}MxsA°jpMt]w wCzn° íúYMúY ZSAV CM A] ZSAV b WpAHεFq ¬MgJ íC]jpVVjAUíWVúYMúYBíC v IBM SPSS Statistics 21 ≤siH} ZSAV C v zLk≈sXsXxs ZSAV ΩCo@ xs UTF-8 sXC 7.0 (*.sav)C 7.0 μíCH 7.0 μíxsΩAi 7.0 M≤¬A²O Σñú]twqh½Au°íΩn²vΩTC SPSS/PC+ (*.sys)C SPSS/PC+ μíCpGΩ]t 500 HWAuxse 500 C∩≤π hwq w≥ ÑAΣL w≥AQO² @wq w≥ ñCμíA≤ Windows @tC IBM SPSS Statistics iΓí (*.por)C iΣL IBM SPSS Statistics MbΣL@tW¬ iΓíμíCW¡w 8 BtbnΓW૨@ 8 WCbjí ípUAúAnHiΓíμíxsΩA] IBM SPSS Statistics ΩP¡x/@tL÷Cz Lkb Unicode íñANΩxsbiΓíC \ 179 y@δ∩zDDAHo≤hΩTC Tab Σj (*.dat)C H Tab ΣjσrC] oteGO≤rΩñ Tab r íwOd Tab Σjñ Tab r CO≤ñ Tab r Pj Tab r ºíLtºC)ziHN xs Unicode sX rXsXC rIj (*.csv)C HrIjσrCYe IBM SPSS Statistics pIOyIAh HrIjCYepIOrIAhHjCziHNxs Unicode s X rXsXC 24 IBM SPSS Statistics 22 Core System ΓU Tw ASCII (*.dat)C TwμíσrAw]gJμíCbμ Tab ΣM μCziHNxs Unicode sX rXsXC íAS⌠≤ Excel 2007 (*.xlsx)C Microsoft Excel 2007 XLSX μíu@»Cj 16,000F⌠≤WLe 16,000 ΣLúQ≤CYΩ]tWL@U[εAhbu@»ñhC Excel 97 2003 (*.xls)C Microsoft Excel 97 u@»Cj 256F⌠≤WLe 256 ΣL úQ≤CYΩ]tWL 65,356 [εAhbu@»ñhC Excel 2.1(*.xls)CMicrosoft Excel 2.1 ΓϕCj 256A jC 16,384C 1-2-3 3.0 (*.wk3)CLotus 1-2-3 3.0 ΓϕCziHxsj 256C 1-2-3 2.0 (*.wk1)CLotus 1-2-3 2.0 ΓϕCziHxsj 256C 1-2-3 1.0 (*.wks)CLotus 1-2-3 1A ΓϕCziHxsj 256C SYLK (*.slk)CMicrosoft Excel M Multiplan ΓϕsμíCziHxsj 256C dBASE IV (*.dbf)CdBASE IV μíC dBASE III (*.dbf)CdBASE III μíC dBASE II (*.dbf)CdBASE II μíC SAS v9+ Windows (*.sas7bdat)CWindows A SAS 9CziNxs Unicode (UTF-8) ≈ sXsXC SAS v9+ UNIX (*.sas7bdat)CUNIX A SAS 9CziNxs Unicode (UTF-8) ≈sX sXC SAS v7-8 Windows uW (*.sd7)CWindows uWμíA SAS 7–8C SAS v7-8 Windows °W (*.sas7bdat)CWindows °WμíA SAS 7–8C SAS v7-8 for UNIX (*.sas7bdat)CUNIX A SAS v8C SAS v6 for Windows (*.sd2)CWindows/OS2 A SAS 6 μíC SAS v6 for UNIX (*.ssd01)CUNIX (SunBHPBIBM) A SAS 6 μíC SAS v6 for Alpha/OSF (*.ssd04)CAlpha/OSF A SAS 6 μí (DEC UNIX)C SAS Transport (*.xpt)CSAS ΘC Stata 8 Intercooled (*.dta)C Stata 8 SE (*.dta)C Stata 7 Intercooled (*.dta)C Stata 7 SE (*.dta)C Stata 6 (*.dta)C 3 Ω 25 Stata 4–5 (*.dta)C G SAS ΩW°hiF 32 r Cúe\úu (″_″) H μD r ABW Hr u}YAMßOrC xs∩ ∩≤ΓϕBH Tab ΣjHrIjAziHNWgJ @CC NΩs¿ Excel μí ziHNΩs¿T Microsoft Excel μíCExcel 2.1BExcel 97 Excel 2007C v Excel 2.1 M Excel 97 í 256 μ¡εF]α]te 256 C v Excel 2007 ¡ε 16,000 μF]α]te 16,000 C v Excel 2.1 ¡ε 16,384 CF]α]te 16,384 [εC v Excel 97 M Excel 2007 ]CC¡εA²Ou@»iHhA hihC BYWLμ@W¡A ¼ UϕπX IBM SPSS Statistics μíºlΩBP Excel μíºΘXΩí¼C ϕ 2. Excel Ωμíp≤∩M IBM SPSS Statistics ¼μí IBM SPSS Statistics ¼ Excel Ωμí ¼ 0.00; #,##0.00; ... rI 0.00; #,##0.00; ... $#,##0_); ... Θ d-mmm-yyyy í hhGmmGss rΩ @δ NΩs¿ SAS μí ϕzNΩs¿ SAS AtúSϕBzΦíAHBzΩUΦ]wCpUG v Y IBM SPSS Statistics Wñ\r b SAS ñL Dkr QN¿uC Ap @B# $CbΘXΩAo v ]th r (pΘσr ñσr ) IBM SPSS Statistics WQ૨@δμí W VnnnAΣñ nnn OπC v ϕΘX SAS v6 AtI IBM SPSS Statistics ñWL 40 r v pGoOAIBM SPSS Statistics ∩ ñSAW∩ SAS C HWíC SAS CpG IBM SPSS Statistics Ω v SAS u\@t≥A IBM SPSS Statistics ú\t≥ºA]\h≥C ΣGOA IBM SPSS Statistics ñ≥∩ SAS ñμ@t≥C v SAS 6-8 ΩHe IBM SPSS Statistics ≈sXxsALeí≤ (Unicode sX)C b Unicode íñASAS 9 H UTF-8 μíxsCbsXíñASAS 9 He≈s XxsC v hiHN 32,767 xs 26 SAS 6-8C IBM SPSS Statistics 22 Core System ΓU v SAS ΩW°hiF 32 r Cúe\úu (″_″) H μD r ABW H r u}YAMßOrC xs ziH∩NPΩ÷Axs SAS ykñCyk]t proc format M proc datasets ⁿOAiHb SAS ñ⌡μH SAS μí²C SAS ΘúΣ\αC ¼ UϕπX IBM SPSS Statistics μíºlΩBP SAS μíºΘXΩí¼C ϕ 3. SAS ¼μíp≤∩M IBM SPSS Statistics ¼μí IBM SPSS Statistics ¼ SAS ¼ SAS Ωμí ¼ ¼ 12 rI ¼ 12 I ¼ 12 ¼ 12 Θ ¼ (Θ) pAMMDDYY10... Θ (í) ¼ Time18 ¼ 12 qf⌠ ¼ 12 rΩ r $8 O NΩs¿ Stata μí v iHNΩH Stata 5–8 μí Intercooled M SE μí]¡ 7 8 gJC v Stata 4 i¬H Stata 5 μíxsΩC v e 80 xs Stata C v pGOrAe 80 xs Stata CrΩBDπHj≤ ∩ 2,147,483,647 ≤C v ∩ 7 8 ÑA jpgWe 32 xs Stata WC∩≤ ÑAWe 8 xs Stata WCúFr BruºA⌠≤r úα½ uC v ]th r (pΘσr ñσr ) IBM SPSS Statistics WQ૨@δμí W VnnnAΣñ nnn OπC v ∩≤ 5–6 Intercooled] 7–8 AxsrΩe 80 rΩe 244 C C∩≤ Stata SE 7–8Axs v ∩≤ 5–6 Intercooled] 7–8 Auxse 2,047 C∩≤ Stata SE 7–8Auxse 32,767 C ϕ 4. Stata ¼μíP IBM SPSS Statistics ¼μí∩MΦí IBM SPSS Statistics ¼ Stata ¼ Stata Ωμí ¼ ¼ g rI ¼ g 3 Ω 27 ϕ 4. Stata ¼μíP IBM SPSS Statistics ¼μí∩MΦí (≥) IBM SPSS Statistics ¼ Stata ¼ Stata Ωμí I ¼ g ¼ g Date*BΘí ¼ D_m_Y íBΘí ¼ g (ϕ) u@Θ ¼ g (1–7) δ ¼ g (1–12) ¼ g qf⌠ ¼ g rΩ rΩ s O *Date, Adate, Edate, SDate, Jdate, Qyr, Moyr, Wkyr xsl uNΩs¿v∩i²z∩nxsbsΩñCw]¼pUxsC°∩ únxsA÷@Uu íRúvAMßA∩nxsC π C ∩eññC \ 170 yπP⌠zDDAH o≤hΩTC Ynxsl 1. uΩsΦv(÷@U°íñ⌠≤aΦA²ª¿@ñ¼A)C 2. b\αϕWA∩G > tss... 3. ÷@UuvC 4. ∩zQxsC [KΩ KX[KiO@xsbΩñ≈KΩTC@[KßA ²ΘJKXα}C 1. uΩsΦv(÷@U°íñ⌠≤aΦA²ª¿@ñ¼A)C 2. b\αϕWA∩G > tss... 3. butsΩv∩ñ∩uKX[KvC 4. ÷@UuxsvC 5. bu[Kv∩ñúKXAbuT{vKXσrΦñ½sΘJ@CKX°W¡ 10 r A r jpgC iGKX@≥óNLkCKX@≥óANLk}C jíKX v 8 HWr 28 C IBM SPSS Statistics 22 Core System ΓU v bzKXñ]trBOIC v Ks≥rr Ap "123" "abc"A]K½ípAp "111aaa"C v únHΩTKXAp ΘO C v w≤KXC GúΣN[Kxs IBM SPSS Collaboration and Deployment Services RepositoryC ∩w[K v pGz}w[KA∩Σiμ∩∩u > xsvAtNHPKXxsw∩C v Yn≤w[KKXA}A½Wz[KBJßAbu[Kv∩ñⁿwú PKXC v }w[KA∩u > tssvAbutsΩv∩ñ°∩uKX[K vAYixsw[K[KC G[KLkb 21 ºe IBM SPSS Statistics ñ}C XΩw ziHuXΩwδFv⌡μHU\αG v N{Ωwϕμμ (μ) ñAOsWμ ϕμC [ΩwϕμC v NsO² (C) v NΩwϕμsϕμC YnXΩΩwG 1. q]tnXΩºΩuΩsΦv°í\αϕñA∩G > XΩw 2. ∩ΩwC 3. ϕ XδFñⁿXΩC q IBM SPSS Statistics ñΩwμ ziHbsμ e (YA)C (sWμ {ΩwϕμBsϕμBNϕμ) Aⁿwμ WBΩ¼M μWC w]μ WP IBM SPSS Statistics WPCziNμ W≤⌠≤Ωwμíe\ WCpA\hΩwe\bμ Wñúi≤Wr A]A μC]Ap CallWaiting Wiα≤μ W Call WaitingC ¼C XδF ODBC Ω¼Xwq IBM SPSS Statistics Ωμíº∩Ωwμí e\Ω¼AlΩ¼ⁿúA²ΩwiH IBM SPSS Statistics ñLÑP¼ OA ºτMCpAIBM SPSS Statistics ñjíxs δBIA ΩwΩ¼] ABI] δBπBΩÑCA\hΩwL IBM SPSS Statistics íμí∩ÑCz iNΩ¼≤U Mμñ⌠≤i¼C H@δWh ÑA≥Ω¼ (rΩr) XΩwμ ≥Ω¼CpGsbΩwL kMΩ¼úípAKy¿ ABúN⌠≤ΩXΩwCpApGNrΩX Ω¼Ωwμ ABrΩ⌠≤]tDr AKy¿ C 3 Ω 29 eC ziH≤ string (char, varchar) μ ¼wqeCμ eO Ω¼wqC w]AUC@δΦkN IBM SPSS Statisticsμí∩MΩwμ ¼CΩΩwμ ¼ ]Ωw úPC ϕ 5. 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N ±∩Ωμ WC 3 Ω 31 2. qMμñ∩AbΩwϕμñ∩∩μ AMß÷@UusvC YnRúsuG 3. ∩su÷U Delete ΣC GWMΩwμ WiαúP]]Ωwμ Wiαt IBM SPSS Statistics Wú e\r A²OpGzOq∩Ωwϕμñ@ñΩAWμ q h PΩwμ WⁿC N{ μñ YnNΩwñ{μ G 1. buXΩwδFvu∩p≤XΩvOñA∩uN{ μñvC 2. bu∩ϕμ°vOñA∩ΩwϕμC 3. bu∩[εMO²vOñAN@≤OC[εP∩Ωwμ W[H±∩C 4. w∩znNCμ AN]ts ±Ωwμ W uvμC v H@δWh ÑA≥Ω¼ (rΩr) XΩwμ ≥Ω¼CYo ΩwL kMΩ¼±∩ AhGo LkN⌠≤ΩXΩwCpAYzNrΩ XtrΩ¼ (pδBIBΩBπ) Ωwμ Ahp⌠≤rΩ]tD r AYP C ñ a r NϕrΩC v zLk∩μ WB¼eCtOdlΩwμ A NC sWμ YnsWμ {ΩwϕμG 1. buXΩwδFvu∩p≤XΩvOñA∩usWμ{ ϕμvC 2. bu∩ϕμ°vOñA∩ΩwϕμC 3. bu∩[εMO²vOñAN@≤OC[εP∩Ωwμ W[H±∩C 4. Nn@sWμ ±uvμC pμ WΩ¼÷ΩTA \ 29 yXΩwzñq IBM SPSS Statistics Ωwμ ÷C π { μC ∩∩Hπ{μ MμCzLkbuXΩwδFvñON{μ A²ΣU≤Aϕμϕñwsbμ CpGQnN{μ A \yN{μ ñzC [sO² ([ε) YnNsO² ([ε) [ΩwϕμG 1. buXΩwδFvu∩p≤XΩvOñA∩uNsO²[{ ϕμvC 2. bu∩ϕμ°vOñA∩ΩwϕμC 3. 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XCbrXíñAQ ]pA σBkσBwσBΦZσBqjQσBBσBXσBσBⁿ BσM⌡σñ 64 r B yÑ]pAΘσBñσMσñ 32 r C\hbrXíñⁿμ@ rΩr b Unicode íñⁿΓHW Cp é brXμíñ@ A²b Unicode μíñG F] résumé brXñ Ab Unicode íñhK C G r Oⁿb¡xr ΣyÑñAg@δσr⌠≤DIr C v Wúα]t μC v # r YbW@ mAYwqFsCzuαzLⁿOyksCbs ∩ñAzLkⁿw # @@r C v $ Yb@ mAYϕ O@tC$ ú\@wqºlr v WñiHyIBu $B# M @ r CpAA._$@#1 O@ C WC v KWHy ⌠A]yiαQⁿOεr CzuiHbⁿOykñHy ⌠Cbs∩ñAúαHyI⌠C v KWHu ≡C v ⌠A]oWiαP ⁿOM{W¼ Od÷Σrúα@WCOd÷ΣrG ALLBANDBBYBEQBGEBGTBLEBLTBNEBNOTBORBTO WITHC v WiH ⌠≤Xjpgr iμwqANw∩π OdjpgC v ϕ°WnbΘX½¿hμAμ±buByIHe pg¿jgaΦC qh ziHNqhⁿw]bíj±WΩBWqqCWqMΩiHO rΩ] r C v Wq. ϕNϕΩΦWÑ ]pA uu@ qí Ahi°WqC Wqd]A Bl v ΘC 44 IBM SPSS Statistics 22 Core System ΓU v . ϕNϕΩΦWwÑ ]pAAíNqD úíN D íNAh i°Cd]ANϕíNHα{AHnÑC v . pGY@i°]s≥AϕªNϕtΩNqx}w A]AX± ºíZ≈Cd]AH≈ϕ Hd μ ¼JC G∩≤rΩAt]rΩ σr MOΩCpACBñB ¬rΩAΣOQ¬BCBñAoúO TC@δíAnXϕ Ω±ϕC YOα½sBíΩAH 8 ºe IBM SPSS Statistics Ω Ah UCϕμñ°≤Mww]qhCtHϕμñC⌠°≤CtMX Ωº@°≤qhC ϕ 6. ≤MwqhWh °≤ qh ≥ Wq μí s≥ qf⌠ μíΘí (uδvMuu@Θvú) s≥ ]t@Dπ s≥ ]t@t s≥ ]t≤ 10,000 L π N ≤h ]t≤ 10 L π≤ N s≥ @* s≥ @* s≥ Wq * N ⁿwCw]O 24C v ziHbu∩v∩ñ≤Cp÷ΩTA \DD 181 yΩ∩zC v uΩv\αϕñuwqev∩iH≤Uzⁿw D 63 yⁿwqhzC TqhCp÷ΩTA \D ¼ ziHQu¼vⁿwCΩ¼C w]AsúQ]CziH u¼v≤Ω¼Cu¼v∩eA°∩Ω¼ wC∩≤YΩ¼A X{pIeM σrF∩≤ΣLΩ¼AzunqdbíMμñ∩@μíYiC iΩ¼pUG C ΣrCHμíπCuΩsΦviⁿμí C rIC CT μNHrIjπΣrAHyIϕ¿pIπCuΩsΦvi ⁿπ/úπrIrI CLk]tpIⁿkΣºrIC IC CT μNHyIjπΣrAHrIϕ¿pICuΩsΦviⁿπ/ úπyII CLk]tpIⁿkΣºyIC Oϕ kC HO E MQΦⁿπrCuΩsΦviⁿπ/úπⁿ rCⁿei[ E D M∩A[W -- pA 123B1.23E2B1.23D2B1.23E+2 M 1.23+2C 5 ΩsΦ 45 ΘC HΘΣΘ íμíπCqMμñ∩μíCziHuBsr ByBrI ϕ¿ΘJΘw r C≤Γ ≈@÷d≥Ah zu∩v]w (qus Φv\αϕA∩u∩vA÷@UuΘv) MwC ⌠C Hemf⌠ ($) πrACT μNHrIjAHyIϕ¿pICziHΘ Jπúπemf⌠ΩC qf⌠C ziHbu∩v∩uf⌠vWAqrºπf⌠μíCwqq f⌠r LkbΩñA²OiπbuΩsΦvñC rΩC úOpqA]úαpΓCñi]t⌠≤úWLwq°r CBjpgr ° úPo ¼]Oja⌠σrC ⁿ¡C ⁿ¡≤DtπCπHems±δjeCα≈H íΘJC μ Ynwq¼ 1. ÷@Uznwqº¼xsμñ÷sC 2. bu¼v∩ñA∩Ω¼C 3. ÷@UuTwvC ΘJPπ μí μíúPAuΩ°vñπiαMíΘJPΩXJCUCO@@δ hG v ∩≤BrIMIμíAziHΘJ⌠≤πp (h 16 ) A BπúQsJ íCuΩ°vπp wqrANWX ¡JCΩWpΓA πC v ∩≤rΩAVk±δ jeC∩≤tjeTrΩANo H ’No ’ s JíA BúÑ≤ ’ No’C v ∩≤Θμí ÑAziHuB}ΘB μBrIyIA@ΘBδM≈íw r A BziHΘJrBTr YgrAπW@δ≈C@δΘμí dd-mmm-yy }Θ@w r A BHT σr @δ≈YgCt@ Θμí dd/mm/yy M mm/dd/yy h Ou@w r A BrNϕδ≈CbtíAΘOs¿ October 14, 1582 Γϕ C Γ ≈ºΘ@÷d≥Ah zbu∩vñ]wMw (qusΦv\αϕ∩u∩vA ÷@UuΩv)C v ∩≤íμí ÑAziH ByI A@pB Mϕºíw r Cq @w r πíCbtíAíxsϕííjϕCpA10:00:00 bt íxs 36000AΣ 60 (C ϕ) x 60 (Cp ) x 10 (p)C zhiHyzⁿw 256 r ú\ μOdr C (b yÑñ 128 r )Ci]tWñ Ynⁿw 1. uΩsΦvC 2. buΩ°vμAs÷ΓUWA÷@Uu°vC 3. buOvxsμñAΘJyzC 46 IBM SPSS Statistics 22 Core System ΓU ziHCAⁿwyzCpGzΩrsXNϕDO (pAs X 1 M 2 ΣNϕ male M female)Ah{NiHúW⌡C Ynⁿw 1. ÷@Uznwqºxsμñ÷sC 2. CAΘJMOC 3. ÷@UusWvAHKΘJC 4. ÷@UuTwvC bOñíJμ pGϕMϕñxsμ A]eú¼ Lkb@μππOAhM ½μ¿μApGzQbúPINO½μAiHsΦGHíJΓμCz]iH@ bⁿw I½μMAMßπ¿μC 1. pGOAbuΩsΦvu°vñA∩uOvxsμC 2. pGOAbuΩsΦvu°vñA∩uvxsμA÷@Uxsμñ ÷sAMßbuv∩ñ∩zn∩OC 3. bñzn½μ mAΣJ \nC \n úπ≤ϕϕñFtNª½μr C ≥ u≥vNⁿwΩwq≥CpAziαQn O]¬¬AHDúA ≤ ¬ú Ω≥Cⁿw≥ΩAQSϕBzA BjípΓú úoΩC Ynwq≥ 1. ÷@Uznwqº≥xsμñ÷sC 2. ΘJNϕ≥Ωd≥C ñΓ í∩Σw²wqñΓAiw²∩iμRCϕz}o∩Σñ@AXñΓ DNπbaMμñCiñΓG ΘJCN@ΘJ]pwBC CN@ΘX]pC ΓC N@ΘJMΘXC LCSñΓⁿúC jCNΩúPHVmBwτC CtHúM IBM SPSS Modeler α½eCπñΓú @ IBM SPSS Statistics ñC 5 ΩsΦ 47 v w]Aⁿw ΘJñΓCo]AíμíΩAH 18 ºe IBM SPSS Statistics ñΩC v ñΓⁿúuvTΣñΓⁿú∩CΣ∩ⁿOykSvTC ⁿwñΓ 1. bñΓxsμMμñ∩ñΓC μe ziH μeⁿwr A]iH÷ϕ v ±r¼μeO¡ír r C μΣ A≤uΩ°vñμeC eπC°r wAbⁿweiαπh v μeuvTuΩsΦvñπC≤μeú≤wqeC ∩⌠Φí ∩⌠ΦíεuΩ°vñAΩM/πCw]∩⌠ΦíOOakArΩh a¬Co]wvTuΩ°vñπC NwqMh ϕzwqYwqºßANiHs@hM@hC ΦkμA≥sMKWⁿwYiMwqCziHG v s@ (p) K P@xsμ@hC v s@AK @hΣLC v shsC NwqMΣL YnMwqO 1. bu°vñA∩znMΣLxsμC 2. b\αϕWA∩G sΦ > s 3. ∩nMxsμC(ziH∩h)C 4. b\αϕWA∩G sΦ > KW pGzNK CñAhsNπ∩ºHw]C YnMwq 1. bu°vñA∩znºbCC(πCe{¼A)C 2. b\αϕWA∩G sΦ > s 3. ∩nMbCsC(ziH∩h)C 4. b\αϕWA∩G 48 IBM SPSS Statistics 22 Core System ΓU sΦ > KW ú π Phs 1. bu°vñAbπzn≤sºCW÷@U½kΣC(πCe{¼ A)C 2. b\αϕWA∩G sΦ > s 3. ÷@UΩñß@wqU CC 4. b\αϕWA∩G sΦ > KW... 5. buKWv∩ñAΘJznC 6. ΘJsrM}lXC 7. ÷@UuTwvC sWN ⁿwrA[WHⁿwX}l¿C q úF (pAB≥Bqh) HAziHvqCP @AoqiHM IBM SPSS Statistics Ω@xsC]AziHA OdD¬¼ (pAμ∩B∩B± )A≤pΓ íC q YnsqG 1. bu°vñAq\αϕ∩G Ω > sq... 2. NznΣⁿws 3. ΘJWCW zC ±u∩vMμñC ÷PWWhCp÷ΩTA \DD 44 yW 4. ΘJ∩CYz∩h½Ahⁿw∩CziHNdAMß bu°vñΘJCC buΩsΦvñπ C buΩsΦvu°vñπCpεqπ÷ ΩTA \UσyπPsΦqzC π wqMμC πwΩwqqMμCHf⌠ ($) }YWOLk∩O dC π PsΦq qπ≤uΩsΦvu°vñAi[HsΦC v qWΦAAϕC v Hf⌠}lWⁿ v OdABLk∩C xsμϕ úsbFxsμñπσru vϕ xsμsbA²w ∩ ⁿw⌠≤C@zbxsμñΘJσrºßA {YtzΘJ C 5 ΩsΦ 49 v xsμñπσru}C...vϕoO}CAth½C÷@Uxsμ÷sHπ MμC YnπPsΦq 1. bu°vñAq\αϕ∩G ° > q°... 2. ∩]∩znπq(qOHΦAAϕ)C @π≤u°vºßAzYibuΩsΦvñ[HsΦC }CG σr}C...]π≤u°vñqxsμuwqevñuq ev∩ϕoO}CAO@]thCpAzi@}CA }CiO ≤pΓ C÷@Uxsμñ÷sAHπsΦMμC q° ziHuq°vεnbu°vñπ]pAWB¼BAHL πC v ⌠≤PΩ÷pqúQΦAAϕCp÷ΩTA qzC \DD 49 y v qπ]wP IBM SPSS Statistics Ω@xsC v z]iHεbu°vñw]πPCp÷ΩTA ]°zC \DD 182 y≤w Ynq° 1. bu°vñAq\αϕ∩G ° > q°... 2. ∩]∩znπC 3. WMUΦVΣ÷s≤πC w]C Mw]πP]wC ≈rd M YndP≈rG 1. buΩsΦv°íñA∩u°vC 2. buvuvμW÷@U½kΣAq {\αϕñ∩G ≈r 3. bu°vñAq\αϕ∩G ≈r > ≈r 4. buv∩ñA÷@Uu≈rv(o¡ε∩≤Swº≈rd)C 50 IBM SPSS Statistics 22 Core System ΓU ≈rdⁿ¡≤uΩsΦvºu°vñPC rΩΩ YndrΩΩ≈rG 1. ∩uΩsΦvñuΩ°vC 2. HN∩@h (μ) dCYn∩A÷@UbμWC 3. b\αϕWA∩G ≈r > ≈r v pGbuΩ°vñSi∩AhdrΩC v pGΩñSrΩS⌠≤@∩OrΩAu C {ív\αϕñu≈rv∩ q° ziHuq°vεnbu°vñπ]pAWB¼BAHL πC v ⌠≤PΩ÷pqúQΦAAϕCp÷ΩTA qzC \DD 49 y v qπ]wP IBM SPSS Statistics Ω@xsC v z]iHεbu°vñw]πPCp÷ΩTA ]°zC \DD 182 y≤w Ynq° 1. bu°vñAq\αϕ∩G ° > q°... 2. ∩]∩znπC 3. WMUΦVΣ÷s≤πC w]C Mw]πP]wC ≈rd M YndP≈rG 1. buΩsΦv°íñA∩u°vC 2. buvuvμW÷@U½kΣAq {\αϕñ∩G ≈r 3. bu°vñAq\αϕ∩G ≈r > ≈r 4. buv∩ñA÷@Uu≈rv(o¡ε∩≤Swº≈rd)C 5 ΩsΦ 51 ≈rdⁿ¡≤uΩsΦvºu°vñPC rΩΩ YndrΩΩ≈rG 1. ∩uΩsΦvñuΩ°vC 2. HN∩@h (μ) dCYn∩A÷@UbμWC 3. b\αϕWA∩G ≈r > ≈r v pGbuΩ°vñSi∩AhdrΩC v pGΩñSrΩS⌠≤@∩OrΩAu C {ív\αϕñu≈rv∩ ΘJΩ buΩ°vñAziHbuΩsΦvñΘJΩCziH⌠≤ΘJΩCpb∩ OxsμñA [εΘJΩC v @ñxsμe{¼AC v @ñxsμWMCAπbuΩsΦv¬WñC v ϕz∩xsμMßΘJΩA πbuΩsΦvxsμsΦñC v z÷U Enter Σ∩t@xsμAtO²ΩC v YnΘJμΩH⌠≤eAz pGzb ²wq¼C μñΘJ@AuΩsΦvsAⁿwWC YnΘJΩ 1. buΩ°vñ∩@xsμC 2. ΘJΩßA(π≤uΩsΦvxsμsΦñ)C 3. YnO²A÷ Enter ∩ΣLxsμC YnΘJDΩ 1. buΩ°vμAs÷ΓUWA÷ @Uu°vC 2. ÷@Uº¼xsμñ÷sC 3. bu¼v∩ñA∩Ω¼C 4. ÷@UuTwvC 5. s÷ΓUC÷@UuΩ°vC 6. bμñAΘJswqΩC YnN≤ΩΘJ 1. pGeπbuΩ°vñAq\αϕñ∩G ° > 2. ÷@UzQΘJxsμC 3. qU 52 Mμñ∩@C IBM SPSS Statistics 22 Core System ΓU ozwgΘJA B]X{bxsμñC Gz ²wqA{αB@C ΩsΦñΩ¡ε ziHwq¼MeAMwibuΩ°vñΘJxsμ¼C v YzΘJwqº¼ú\r AKLkΘJ r C v pGOrΩAhLkWLwqer C ßñ v w∩rAziHΘJWLwqeπA²OuΩsΦvπ (...) íAHϕ ej≤wqeCYnbxsμñπA≤w qeC G≤μeúvTeC sΦΩ ziHuΩsΦvAHU Φí∩uΩ°vñΩCziHG v ≤Ω v UBsMKWΩ v sWMRú[ε v sWMRú v ≤ m½∩Ω YnRúΘJs 1. buΩ°vñAs÷ΓUxsμ(xsμπbxsμsΦñ)C 2. bxsμxsμsΦñsΦC 3. ÷U Enter ∩ΣLxsμAHO²sC UBsMKWΩ buΩsΦvñAziHUBsMKWOxsμhOCziHG v Nμ@xsμs ΣLxsμ v Nμ@xsμs @xsμ v Nμ@[ε (C) s h[ε v Nμ@ (μ) s h v N@xsμs t@xsμ bΩsΦñα½KWΩ pGMxsμwq¼úPAhuΩsΦv α½CpGLkα½ANb xsμñíJt≥C NΘα½rΩC pGzN (pBf⌠BIrI) MΘμíKJrΩxsμñA ª NQα½rΩC rΩbxsμñAHπCpApGOf⌠μíAπf ⌠¿rΩ@íCWLwqrΩeAQIC 5 ΩsΦ 53 NrΩα½ΘC pGrΩ]txsμΘμíiⁿr A≥rΩNQ α½ÑΩCpApGxsμμí¼Θ-δ-μíº@AhrΩ 25/12/91 Qα½ ΘA²OpGxsμμí¼δ-Θ-μíº@A≥ Nα½t≥ C NΘα½C pGxsμO μíº@ (pBf⌠BIrI)A≥ΘMíN ૨ϕC]Θbtís¿ October 14, 1582 ΓϕAHNΘα½iαú @ÑjrCpAΘ 10/29/91 Qα½ 12,908,073,600C Nα½ΘíC pGNϕiHú ΘíϕA NQα½ΘíC ∩≤Θ ÑAp≤ 86,400 íα½t≥C íJs[ε pGzb CxsμñΘJΩAtY@s[εCuΩsΦv [εΣ LAíJt≥CpGbs[εM{[εºí⌠≤ CAho C]¿ ñAπt≥s[εCz]iHb{[εºíAíJs[εC Ynb{ [εºííJs[ε 1. buΩ°vñAbzníJs[ε mUΦA∩[ε (C) ñ⌠≤xsμC 2. b\αϕWA∩G sΦ > íJ[ε t [εíJ@sCA ú¼ t≥C íJs buΩ°v μñAObu°v CñΘJΩAYiπw]W]r var MMw]Ωμí¼]sCuΩsΦvbs[εñíJt ≥CpGbsM{ºíAbuΩ°vñ⌠≤ μbu°vñ CAh∩ ≤[ε ÑAoCμ]¿πt≥sCz]iHb{ºíAíJs C Ynb{ ºííJs 1. bzníJsº mkΦ (uΩ°v) UΦ (u°v) ñA∩⌠≤xsμC 2. b\αϕWA∩G sΦ > íJ íJ@π[εt≥≥sC Yn 1. Yn∩A÷@UuΩ°vñWu°vñCC 2. N ±s mC 3. YzQnbΓ{ºí±mGbuΩ°vñANμñ±m≤zn±m kΦAbu°vñANCñ±m≤zn±m mUΦC 54 IBM SPSS Statistics 22 Core System ΓU m Yn≤Ω¼ ziHu°vñu¼v∩AH≤Ω¼CuΩsΦv N{ ૨s¼CpGLkα½Ahⁿwt≥Cα½khPNΩKJúPμí¼º α½khPCpGΩμí≤y¿≥ⁿw≥óA≥uΩsΦvNπ ΦAzO niμ≤[H°C MΣ[εBAí v∩buΩsΦvñMΣ[ε (C) XWC u⌡ [ε 1. p[εAq\αϕñ∩G sΦ > [ε... 2. ΘJNϕuΩ°vñº{CπC GSw[ε{μC]ΣL@ ≤C 1. pAq\αϕñ∩G sΦ > ... 2. ΘJWAqU Mμñ∩C í 1. b\αϕWA∩G sΦ > 2. qU ⌡ í ... Mμñ∩í ]lΩC AiHquΩsΦvΣuΩ°vñsΦCU Mμ∩í C ∩í AOs∩[ε mCpAYlΩñ 1000 [εAh[ε 1034]@í ñ 34 [επ≤⌠μCYzbU Mμñ∩í 2B2034 [εAhí 2 ñ 34 [επ≤⌠μCYzbU Mμñ∩lΩA[ε 34 π≤⌠μCbí ºí s²A]Osμ mApNα P±í ºíC MΣMm½ΩP YnMΣM/m½uΩ°vñΩu°vñG 1. ÷@UznjMºμñxsμC(MΣMm½ⁿ¡≤μ@μ)C 2. b\αϕWA∩G sΦ > MΣ sΦ > N Ω° 5 ΩsΦ 55 v zLkbuΩ°vñVWjMCjMΦV@ UC v bΘPíΦAziHjMuΩ°vñπμíCpAjM 10-28-2007 μíΘNΣ ú π 10/28/2007 ΘC v bΣLrΦAu]tvBu}Yvu vijMμíCpAQu}Yv ∩Aw∩uf⌠vμíjM $123ANΣ $123.00 M $123.40A²Σú $1,234AQuπ xsμv∩AjMiHOwμíμí (μ F μí)A²OuXP ( uΩsΦvñπδT)C v t≥Hμ@yI (.) ϕCYnMΣt≥AΘJμ@yI@jMA∩πx sμC v Yww∩∩μπAhjMOσr D≥ΩA BzLkm½OσrC ° v uMΣvi≤uWvBuOvBuvBu≥vqμC v um½vi≤uOvBuvqμC v buv() μñAjMrΩ±∩ΩC GNΩANRú⌠≤²eP ÷pC o∩yzpq Yno∩yzpqG 1. buΩ°vu°vñHkΣ÷@U∩C 2. q {\αϕñ∩yzpqC w]Atϕ (Ωϕ) ππ 24 ≤@CKnpq qhM Ω¼ (rΩ) MwG v rΩC úpΓrΩKnpqC v BWqúqh v Bqh C d≥BpBjBíB¡íBñ v Bs≥]qh C d≥BpBjBíB¡íBñ C d≥BpBjBíC C BtC zτioWqP°°Bs≥]ΦA≤Mwπtϕ≈ Cp÷ΩTA \DD 183 yΘX∩zC uΩsΦvñ[ε∩¼A pGzw∩[εlA²≤∩[εA≥tbuΩsΦvñA∩º[ε CO@°uC 56 IBM SPSS Statistics 22 Core System ΓU 1. buΩsΦvñLo[ε ΩsΦπ∩ ziHQu°v\αϕAúuΩsΦvπ∩G r¼C ∩iεΩπr¼SC μuC ∩ib⌠μuπí½C C ∩iHbΩΩAPwqyzºí½C∩i≤uΩ° vñC h½° buΩ°vñAziH ≤⌠¡bUΦP½bkΦ{íAh½° ()C z]iHu°ív\αϕAíJPú{íCYníJ{íG 1. buΩ°vñAq\αϕ∩G °í > {íYíJ∩ºxsμWΦP¬ΦC v Yw∩¬WΦxsμAhíJ{íANe°j¿Γb (⌠¡P½)C v Y∩F@μñxsμH⌠@xsμAYb∩xsμWΦíJ⌠¡{íC v Y∩FCñ@xsμH⌠@xsμAYb∩xsμ¬ΦíJ½{íC ΩsΦCL ziHCLΩAΣíN≥zb⌡W e@C v CLXeπ°ñΩTCbuΩ°vñCLΩCbu°vñCLΩwqΩTC v pG⌠μu≤e∩°ñπ¼AA@ CLC v pGeπ¼AAhibuΩ°vñ@ CLC hACLΩΩC ziHQuΩsΦv°íñu°v\αϕAπ⌠⌠μuAbΩMºí ½C 5 ΩsΦ 57 YnCLΩsΦ e 1. uΩsΦvC 2. ÷@UznCL°C 3. b\αϕWA∩G > CL... 58 IBM SPSS Statistics 22 Core System ΓU 6 h½Ω 14.0 AiHP}h½ΩAH≤e÷aG v bΩí½C v ±úPΩeC v bΩísKWΩC v [εM/h½lAHiμRC v X U Ωμí (pΓϕBΩwBσrΩ) h½ΩA ú ²xsCΩC h½Ω≥Bz w]AbsuΩsΦv°íñAπz}CΩC] \ 179 y@δ∩ zAHAp≤Nw]μ≤bμ@uΩsΦv°íñ@π@ΩC v ⌠≤²ew}Ω≥}Aii@BC v ϕz²}@ΩAª¿@ñΩC v unbznΩΣuΩsΦv°í⌠≤@B÷@UAqu°ív\αϕñ∩ uΩsΦv°íAYi≤@ñΩC Ω v u@ñΩα≤RC v ϕ⌠≤sΩ∩O} (]AπMμ∩)AzKLk≤@ñΩC v bÑq@íA }@uΩsΦv°íCϕzNß@}uΩsΦv°í÷ ¼AIBM SPSS Statistics ÷¼Aúz²xs≤C bⁿOykñhΩ pGzⁿOykh}Ω (pAGET FILEBGET DATA)Az DATASET NAME ⁿOT ⁿwCΩAαP}hΩC \DDAHo≤hΩTC ⁿOykA@ñⁿOWπ≤yk°íuπCWCUC@i≤@ñΩG v DATASET ACTIVATE ⁿOC \DDAHo≤hΩTC v ÷@UΩuΩsΦv°íñ⌠@BC v byk°íñAquπCW@ñU Mμ∩ΩWC bΩísKWΩT ≥WAziHbμ@ΩñsKWΩTΦkAN@ΩñΩMwqAP s t@ΩñC v sKWbuΩ°vñ∩ΩμAuKWΩAúKWwqC v zL∩μWAsKWuΩ°vñπAKW wqC ΩM v sKWu°vñwqπAKW∩ (πwq)A²úKW ⌠≤ΩC 59 ≤WΩ ϕzzL\αϕM∩}ΩA CΩ@W DataSetn ΩWAΣñ n OπA ϕzⁿOyk}ΩAúⁿúΩWAúDz DATASET NAME TⁿwWCú≤πyzΩWG 1. qzn≤WΩºuΩsΦv°í\αϕñA∩G > ½sRWΩ... 2. ΘJXRWWhsΩWCp÷ΩTA úCXhΩ Yzμ@uα@ΩA ϕεhΩ\αG 1. b\αϕWA∩G sΦ > ∩... 2. ÷@U@δC ∩ (∩)u@ 60 u}@ΩvC \ 179 y@δ∩zDDAHo≤hΩTC IBM SPSS Statistics 22 Core System ΓU \DD 44 yWzC 7 Ω @zbuΩsΦvñ}ΩΘJΩßAúnΣLu@NiH}l°ϕBϕi μRC²ΣLΩ\αiα∩zUA²zα≈G v ⁿwyzΩeAHP p≤BzSwC v Oiαt½ΩT[εAbRúo[εAqΩñNª RúC v tíT sAo Nϕtjqiαºd≥C e buΩsΦvuΩ°vñΘJΩAOqíμí (p Excel ΓϕσrΩ) ¬ ΩAoΩ ziαnSweA]AG v sXºyzwq (pA0 = Male 1 = Female)C v O≥sX (pA99 = Not applicable (úA))C v ⁿwqh]WqBC ziHbuΩsΦvu°vñAⁿwoe]MΣLeCA@ αU≤z⌡μ{G v {íi wq eiUzwqyzM≥CΣbOΩπOsXA \αSOCp÷ΩTA \DDywqezC v ]w qh Owqqh (μ )Aiw∩o]wqhCo∩≤{ ÑO½nA]ΣñqhvTGAOMwi\αCp÷ΩTA \DD 64 yw∩πqh]wqhzC v sΩ eú\αAα²z{ IBM SPSS Statistics ΩA@{ΩñM edCpGzg tⁿeíμíΩ (p Excel μíδ°ϕ)ASOA\αC p÷ΩTA \DD 66 ysΩezC wqe uwqevibⁿw{ñUzA]AO (Wq) yz CwqeG v yΩΩACXU∩@ΩC v OOAúuOv\αC v iNwqMΣLqt@s WC ∩Aq∩s hΣL GYnuwqevA²ún²y[εAbny[εΘJ 0C Ynwq e 1. b\αϕWA∩G Ω > wq e... 2. ∩ne (p≥yz) rΩC © Copyright IBM Corp. 1989, 2013 61 3. ⁿwny[εAHú @MμCo∩≤jq[εΩSOA]nπy onϕ°íα¿C 4. ⁿwnπ@W¡CDnb≤εCXBdU (s≥íjB±Ñ) C 5. ÷@U≥}uwqevD∩C 6. ∩nwq/≤ΣLeC 7. uv⌠μñO⌠≤ΘJOσrC 8. pGnYúbMμñOAziHbßyUμñΘJC 9. znCMμñ½@{C 10. ÷@UTwHMMΣLeC wqMΣL e uwqevD∩yúUCΩTG wyMμC CyO (U.) μpGOAϕ ]tⁿwC YnMμAOCbMμWΦG 1. ÷@UuyMμvUuOvμDC z]iH÷@UuyMμvUWqhμDAMμ ∩μC ⌠μ C πwwq⌠≤CziHbμñsW≤OC v v C U∩@Co@MμOHy[εCpApGuyΩñe 100 [εAhMμuMo 100 [εñX{@CpGΩwg nⁿw AhMμπ@iα≤ΩñΩX{@C pC Cby[εñX{C v v ≥C wqNϕ≥CziH÷@U∩H≤O≥ⁿwΦíCOϕ Owq≥OCpGwwqYd≥ (p 90-99) ≥ANLkuwq evsWRú ≥OCziHuΩsΦvu°vA]t≥d≥ ∩≥OCp÷ΩTA \DD 47 y≥zC v w≤C ⁿzwsW≤C GpGbl∩ñⁿw 0 @ny[εAuv⌠μñ}luπ∩ww ²sb⌠≤M/wwq≥ AΣl CAqh÷sNLkC qh C Dn≤O]WqMAM@NOM°úP{FHA ⁿw TqhD ½nC²bw]¼pUAsúⁿwqhC]A \h÷MΩWOOA²@}liαπC pGúTw ⁿw≤ qhA÷@UC ñΓC í∩Σ yñΓzC wqñΓw²∩iμR\αCp÷ΩTA \DD 47 s eC ziHNMΣLeqt@s e∩Aqe∩s @hΣLC 62 IBM SPSS Statistics 22 Core System ΓU C YnOSO[εA÷@UOC Mπμí zi≤yzMπμíC v zLk≤≥¼ (rΩ)C v ∩≤rΩAzuα≤Aúα≤πμíC v ∩≤AziH≤¼ (pABΘB qf⌠)Be (⌠≤pIM/d ú]tbh ) Mp C v ∩≤ΘμíAziH∩SwΘμí (p dd-mm-yyyyBmm/dd/yyByyyyddd)C v ∩≤qμíAziH∩¡ qf⌠μíº@ (CCA yf⌠∩zC CCE)Cp÷ΩTA \DD 183 v pGⁿwep≤y (ww²sbºwwq≥Oºπ) eAμπ PC v pGyww²sbwwq≥OπAúO∩πμí¼ Ahπy (.)CpA∩≤Θμí ÑAp≤ 86,400 íNL C ⁿwqh ϕzbuwqevD∩ñ÷@UqhAy[εMwwq⌠ eAb}u qhv∩ñ @qhCu v w∩Hú qh hπuyzC Gqh⌠ñúpJwqNϕ≥CpA qh iαⁿXG ≤út tA ⌠X hFM ΣΩiα]tt -- uOwwq≥C 1. ÷@U≥ⁿ qhA÷°ú≤qhC q uwqevu v÷si}uqv∩CúFpB≥qhÑ AzivqCP@AoqiHM IBM SPSS Statistics Ω@xsC WC W ÷PWWhCp÷ΩTA C ⁿw \DD 44 yWzC ∩C v Hf⌠}lWⁿ eC OdABLk∩CziH÷@Uxsμñ÷sA°Od v π≤uvxsμσru}C...vϕ}CAΣñ]thC÷@Uxsμ÷sHπ MμC s e ϕz÷uwqevD∩ñqt@ΣLAπuMOMhv∩Cª πXXe¼ (rΩ) yC∩≤rΩAwqe] C 1. ∩@A@sΣLe (ú) C 2. ∩@hA@sΣLeC 7 Ω 63 3. ÷@UsHsMqhC v {M≥OúQNC v wqM≥OsW v qh@ M≥OXñC QNC v ñΓ@ QNC v pGwgwq≥d≥ANús≥wqC w∩πqh]wqh w∩Y{ ÑAqhvTGOMwi\αAúDπwwqqhA h zKLkso{∩Cu]wqhv∩i²zw∩πqh⌠≤w qqhA L ⌡μΩΘ (Yj¼Ωh O@í)C bYípUAñíí (μ ) iαπqhCoíp]AG v Excel 95 ≤sBσrΩAO@ΩºeΩ≥ªC v bºß@⌡μΩΘºeAHα½ⁿOsC tDnbzLⁿOyk¬ΩOsAMo°≤C¬ΩMsα½∩ w]qhWhA⌡μ]wqhΩΘC Ynw∩πqh]wqh 1. b{π∩ñA÷@UuΓⁿúvC 2. b\αϕWA∩G Ω > ]wúqh 3. N (μ ) qMμAϕqhMμC v Wq. ϕNϕΩΦWÑ ]pA uu@ qí Ahi°WqCW qd]A Bl v ΘC v . ϕNϕΩΦWwÑ ]pAAíNqD úíN D íNAh i°Cd]ANϕíNHα{AHnÑC v s≥CpGY@i°]s≥AϕªNϕtΩNqx}w ºíZ≈Cd]AH≈ϕ Hd μ ¼JC A]AX± h½ uqϕμvuϕmvΣ@ h½ SϕuvCh½úO@δ⌠u vCJúαbuΩsΦvñ°ª AΣL{]Lkδ{ª Ch½h½AO² ¬∩D]¬¬iαúε@Ch½O°OBzAOα Ah½jb]úα C h½OqΩñhc Ch½OΩºSϕc¿CziHb IBM SPSS Statistics Ωñwqxsh½A²úαNΣLμíJ/X¿h½A]úαNh½ J/X¿ΣLμíCziHbuΩsΦv°íñAuΩv\αϕWusΩevA qΣL IBM SPSS Statistics Ωsh½C 64 IBM SPSS Statistics 22 Core System ΓU wqh½ Ynwqh½G 1. b\αϕWA∩G Ω > wqh½ ... 2. ∩ΓHWCpGzQs¿GAⁿXzQpΓC 3. ΘJCh½@WCW°iH 63 C ⌠sWW}YC 4. ΘJXyzOC(oOHNC) 5. ÷@UusWvAYiNh½[iwqXMμñC Gk h½G@δOHh½G¿GuΓiαGO/ Bsb/úsbB∩/ú∩ΦC÷ Mú@wOGA²XñúOHPΦísXA BupvNϕ /b⌡/∩° ≤C pAdñGuzqUC≤B≥sDHvú¡iα¬C¬iHbC∩ ΣΦ Aϕh½∩C¡¬¿Ωñ¡AsX 0 Nϕ (ú∩) H 1 NϕO (∩)C bh½GñAupv 1C dΩ survey_sample.sav πTwwqh½C$mltnews Oh½GCp÷ΩTA \ DDC 1. buh½vMμñA∩ (÷@U)u$mltnewsvC Yiπwqh½M]wC v uñvMμñπh½¡C v usXvsⁿOGC v upv 1C 2. ∩ (÷@U)uñvMμñº@C 3. ½kΣ÷@UAq {\αϕñ∩ΩTC 4. buΩTv°íñA÷@UuvU MμWbYAHπwwqπMμC ϕO 0 M 1 GAONϕ 1 (OsX) Oh½GpC MOCMμñí¡úHPΦísXA O(G) hOXO h½¿AíúOPΦísXAg \hiαOCpAd» zGuCXhTαNϕA ΩaWCv¬iα A²O]sX÷YAMμ¡ εb 40 úΩañAΣl@úk≤uΣLvOCbΩñAT∩¿TACú 41 O (40 sXΩaM@uΣLvO)C bΩñA$ethmult M $mltcars OhOXC OO ∩≤h½GAziHεOGΦíC 7 Ω 65 v C wwq (∩≤wqhW) @XOOC pApGXñAúp (pAO) P (wq)Ahz @XOOC v pC pwwqA@XOOCuϕúpwwq A BCpúúPAα∩∩C v @C pGz∩upOvAhz]iHXñA@πwwq Σ@XOCpG XñSπwwqAhXñ @W@XOC sΩe sΩ e usΩeδFviHí IBM SPSS Statistics Ω@dAwq@ñΩM eCz]iH@ñºΩñA@@ñºΩñΣLdCziHG v NíΩ}±Ωñ∩Φs BM[vC @ñΩCΦ]Aσ≤BOBh½ v NíΩ}±Ωñ∩es @ñΩAH±∩@ñΩC e]AB≥BqhBBCLMgJμíB∩⌠ΦíHμe]buΩsΦ vñC v NíΩB}±Ω@ñΩñY∩eAs C @ñΩ\h v íΩ}±Ω∩Ab@ñΩsC ϕsΩeA XUCWhG v YzíΩ@ΩAh O IBM SPSS Statistics μíΩC v pGz@ñΩ@ΩAhΣñn]t@Czúα @ΩC v Ωñwq ( ) ΦAú v eAus @ñΩ g@ñΩwwqΦC ¼rΩ (σr) (]ABΘMf⌠) XC GusΩevNFºeuv\αϕWúuMΩrσvC sΩ e 1. quΩsΦv°íñ\αϕ∩G Ω > sΩ e... 2. ∩tznsM () eΩCoiHOe}ΩBí IBM SPSS Statistics ΩAO@ñΩC 3. ϕ usΩeδFvñvBⁿiμC ∩M boBJñAziHⁿwtznsºeAHN¼oeC N∩wΩ eM@ñΩC @h∩es @ñΩAHP@ñΩCpGWM¼ (rΩ) úPAKuXvC pGOrΩAhwq°] PC w]AuXπbΓMμñC 66 IBM SPSS Statistics 22 Core System ΓU v Y A≤ñΩ C o≤sMμAHπΩñC pGz∩úsb≤@ñΩ (HW)AtNb@ñΩAH ΩWMΦsC pG@ñΩ]t ( sΩ)AhtπΩñA∩ Ab@ñΩsC Nμ@ eMP¼∩w@ñΩC ziHNMμñ∩μ@ eAM@ñΩ∩@hCuPMμñ∩P¼ (rΩ) Aπb@ñΩMμCpGOrΩAhuπwq°PPrΩCpG @ñΩ]tAhLko∩C Gzúαb@ñΩñ∩sC uMΩ eAú∩C uΦ (pσ≤BOBv½) M@ñΩAB NúMeCpG@ñΩ]OΩAhLko∩C ∩ns e ziHN∩ΦAs WCñwq ( ) ΦAú gñw qΦC C OPΩ÷yzOCϕΩNϕDO (pAsX 1 Nϕ Male (k)AsX 2 Nϕ Female (k)) Aq CziHm½X ñ C v v m½ARúñ⌠≤wqABm½¿ñwqC XAX ñwqPñ⌠≤{swqCpGM ñwqPAhñNO úC qC wqqCp÷ΩTA \DD 49 yqzC v m½ARúñ⌠≤qABm½¿ñwqC v XAX ñwqPñ⌠≤{swqC ≥C ≥OONϕ≥Ω (pA98 Nϕ Do not know (úD)A 99 Nϕ Not applicable (úA))C≥Wo]wqAHyz≥NXNϕeCñ⌠≤{s wq≥úQRúAm½¿wq≥C C yziH]t μAOdWñú\r CpGznNμ@ eAs hAhzb∩∩ºeAnTΣC qh C qhiHOWqBC ñΓC í∩Σ wqñΓw²∩iμR\αCp÷ΩTA \DD 47 yñΓzC μíC pGOrA∩iε¼ (pBΘf⌠)Be (πr A]Ae r B Hr MpI)AHπp CrΩ ño∩C ∩⌠ΦíC ∩uvTuΩsΦvñuΩ°v∩⌠Φí]¬BkBmñC ΩsΦμeC ∩uvTuΩsΦvñuΩ°vμeC 7 Ω 67 sΩ] e ziHNΩñ∩πΘΩeM Lko∩C) h½ @ñΩC(pG@ñΩNOΩAh C NΩñh½wqM @ñΩC v tN ñú]t@ñΩh½AúDusΩeδFvBJ 2 (∩M ) ñWμoC m½ARú@ñΩh½Am½¿Ωñh½C v v XANΩñh½sW@ñΩh½XCpGΓñ WPh½Ah@ñΩ{h½NO úC C iε∩ñπMμCziqu {ív\αϕñ∩uwqvH wqC v pGΩñ]túsb≤@ñΩAhtN ñΩñAúD usΩeδFvBJ 2 (∩M) ñWμoC m½ARú@ñΩ⌠≤{Am½¿ΩñC v v XANΩñsW@ñΩXCpGΓñWP h½Ah@ñΩ{h½NO úC σ≤C zL DOCUMENT ⁿO m½ARú@ñΩ⌠≤{σ≤Am½¿Ωñσ≤C v v [ ΩOC XAXM@ñΩσ≤CpGΩñ@σ≤úsb≤@ñΩ AhN σ≤sW@ñΩCMß Θσ≤C qC qΩ@δO ⁿOykñ DATAFILE ATTRIBUTE ⁿO[HC v m½ARú@ñΩ⌠≤{qΩAm½¿ΩñΩC v XAXM@ñΩΩCpGΩñ@Wúsb≤@ ñΩAhN WsW@ñΩCpGΓΩñPWA@ñΩ WNO úC [vWμC pG@ñΩAh Ωñe[v[ε[vCo g@ ñΩe ⌠≤[vC C FILE LABEL ⁿONyzOMΩC G usΩeδFvñß@BJANúHUΩTGNqΩsΣeBN sAHNsΩ () ΦC z]iH∩Nú ⁿOykK yk°íñAMßxsyk≤ΘßC O½[ε \h]iαPΩñX{u½v[εApG v ΩΘJ AHP≤LNñ½ΘJP[εC v h[ε@P@Dn ID A²n ID ú@ApAϕb@ax¿ C 68 IBM SPSS Statistics 22 Core System ΓU v h[εNϕP@[εA²úFO[εºAΣlúPApAP@HP@a qq úPúAúPíq úC uO½[εvi²zHXG⌠≤Φíwq≤ íC ½Aú@PDn½[εεΦ YnO½[ε 1. b\αϕWA∩G Ω > O½[ε... 2. ∩@hO[εC 3. ∩unvsñ@h∩C ziHG 4. ∩@hAN[ε ∩t∩[εCowqMwC @u@vMußv[εC hANlC 5. Lo ½[εAΣú]tb°iBϕpqpΓC wq[εC [εQ°½°≤OGΣX∩CpGunΣXbΦú 100% [εA∩C s C wq[εC[εCziH∩ΣLAHMw CO[εC v ∩≤CAziH WεC v pG∩hAh[εN OñC (oOOⁿMμñAe@O)C pApG∩ date @@Aamount @GAhC@Θ (date) [εN ≈B (amount) C v MμkWMUΦVΣ÷si≤∩C v MwCu@vMußv[εA oMw∩DnⁿC pApGnLo Cs[εH[εAziHN[ε ΘW CA±Θ¿ßΘC Dn[εⁿC @F∩≤@[εMC@[εñQODn[ε[εA N] 1A∩≤C@DDn½AN] 0C v Dn[εiHOCß@[εA AN lMwC@[εC MwCpGúⁿw⌠≤ v ziHQⁿ@LoANDDn½úb°ϕMRA ñRúC ú No[εqΩ Usñ[εpC @AC[εⁿwq 1 n CO H[εebC@AoiαOlA]iαO ⌠≤MwC N[ε WΦC NΩA[εOúbΩWΦAHΦKbuΩsΦv ñ°\[εC π tC ]tUX{tϕCpA∩≤DnⁿAtϕ Nπ 0 (ϕ½)AM 1 (ϕ@MDn[ε )C 7 Ω 69 ≥C ∩≤At≥M⌠≤ΣLBzΦíPAY ID t≥[εQ° C∩≤rΩA[ε ID YSAQ° C Visual Binning Visual Bander ]pOb{s≥¿¡úPOHs{ñAzú≤UC ziHQuVisual BandervA⌡μUC@G v qs≥OCpAzi¼J]t¼Jd≥sOC v NjqX pOCpAziNEÑX jBñBpÑTOC b@BJñAzG 1. ∩znsO (bin) M/C ziHN¡εny[εC∩≤πjq[εΩA¡εy[εiíA²i αzKo≥ A]vT Visual Binning ß≥pΓtC GrΩWqúπbMμñCVisual Binning nHhqr A]Σ]ΩNϕΦαHNqΦíCziHbuΩsΦvu°v ñA≤wwqqhCp÷ΩTA \DD 44 yqhzC Yn Bin 1. quΩsΦv°íñ\αϕ∩G α½ > Visual Binning... 2. ∩znsO (bin) M/C 3. buyMμvñ∩C 4. ΘJs bin WCW π@ABϕ RWWhC \ 44 yWzD DAHo≤hΩTC 5. wqs bin °≤C \yBin zDDAHo≤hΩTC 6. ÷@UuTwvC Bin uVisual BinningvD∩yúUCΩTG wyMμC b l∩ñπz∩Czi qh]M μA÷@UμDRWC wy[εC ⁿXwy[εCwy[εL≥∩wt≥N ú Visual Binning ñpΓtA]Aπ≤D∩ñΦAM≥≤ t μ ú IC ≥C ⁿπ≥t≥wy[εC⌠≤ bin Oñíút≥Cp÷ΩTA \DD 73 yVisual Binning ñ≥zC {μC {∩WM (Y)AN@s bin ≥ªC Bin C s bin WM∩C 70 IBM SPSS Statistics 22 Core System ΓU π@ABϕ RWWhCp÷ΩTA v WC z ΘJsWCW DD 44 yWzC v C ziHΘJh 255 r zCw]]Y WA[W (Binned). \ jPpC e∩ºpPjA≥≤wy[εBú]t≥wqC D≥C Φπbwy[εñAe∩D≥¼C v zswq bin ºßAΦW½uπwq bin IC v zi÷@U IuΦWúP v ziNIu mA≤ bin d≥C XΦHRú binC GΦ]πD≥Bpjí≥≤wy[εCYzbyñ]t[εA hiαLkδTMXu ¼AΣOYΩw ∩CYzys[εAhNL ¼ΩC ⌠μC πwqU bin WIU bin ∩C v C wqU bin WICziΘJIHH∩°≤≥ª binC w]A]tπ HIGH IC bin ]tΣLIºWD≥CC Iwq bin N]tÑ≤C≤ (C≤ A zp≤wqWI º) D≥C v C ∩s bin yzOC ≤sOq 1 ΩCziΘJOOC n πAGπOQ Ynq⌠μRú Bin 1. ½kΣ÷@U bin xsμC 2. q {\αϕñA∩RúCC GpGzRú HIGH binAπ¬≤ßⁿwIº[εNQⁿúst≥C YnRúORúwwq Bin 1. b⌠μ⌠≤ 2. q W mWA÷@U½kΣC {\αϕñA∩Rú Rú IC IC εΘJ≤⌠μμñWIºBzC v ]A (<=)C πxsμñⁿw[ε]tb Bin OñCpAYzⁿw 25B50 M 75A hTΩπ 25 [εb@ bin ñA]o bin ]tπp≤Ñ≤ 25 º[ε C v ú (<)C πxsμñⁿw[εú]tb Bin OñC O]t≤U bin ñCpA Yzⁿw 25B50 M 75AhTΩπ 25 [εbG bin ñA]@ bin u]tπp ≤ 25 º[εC IC ú ÑeíjB[εPºíjBHt≥ªíjº bin OCYzys[ εhúú Cp÷ΩTA \DD 72 yú Bin OzC C ú H⌠μñWISwBz (]Aú) ≥ªs bin s≥πyzOC αC w]As bin Oq 1 ε πC n W πCYαAhN¿q n 7 Ω 1 71 s BinC ziqΣLN bin Wμs ΩTA \DDys Bin OzC ú {∩Aq∩s ΣLhCp÷ Bin O bin OC uIv∩i²zH∩°≤ú YnuIv∩ 1. buyMμvñ∩ (÷@U) C 2. ÷@Us@IC 3. ∩°≤Hwq bin OIC 4. ÷@UuMvC GpGzδy s[εAhLkuIv∩C ÑeíjC UCThñ⌠≤Γú v Ñe bin ]pA1–10B11–20 21–30G @ImC wqC Bin OWI]pA 10 Nϕ]tj d≥C v IC bin OI[@CpA9 Iú v eC UíjeCpA 10 N 10 º 10 bin OC H 10 íjiμ binC ≥≤wy[εÑ C HUC°≤º@Aú gτtΓk)G U bin πÑ[ε bin O ( v IC bin OI[@CpATIú bin ( )A C]t 25% [εC v e (%)C UíjeAH[ε±ϕCpA 33 iú I)AC]t 33.3% [εC T bin O (Γ Y]t∩úPjqPAbin iα±nDCpGIWhP AoNíiJP íñA]Ω±úiα@PC ≥≤wy[ε¡ítIC≥≤t¡ítú bin OC v Yzú∩t íAhN¡íϕ@j bin IAΓ bin OC v ziH∩⌠≤ @BGM/Tt¿t íXCpA∩TtGú bin O -- bin b@t íAt[εj≤TtΓhb¡íWUC K AtñA68% [ε¿b¡í@tíA95% ¿bΓtíA99% ¿bTtíC Ht≥ª bin OiαPYwq bin ≤Ωd≥AiαbΩd≥ ( pAt Ωd≥)C G pΓtí≥≤wy[εCYz¡εy[εAú bin iαú] tzμ bin ]t[εAΣOϕΩ ºßCpAYz∩π 1000 [ε H¬ WΩA¡εuye 100 [εAhziαo eT binAC bin ñ]t 3.3% [εAß@ bin ]t 90% [εA úOzμ binAC bin ñ]t 25% [εC s Bin O ϕ@h bin OAziN bin WμqΣLs e∩Aq∩s ΣL hC 72 IBM SPSS Statistics 22 Core System ΓU Yns Bin Wμ 1. bß@wq bin O -- ²÷@UuTwvuKWvC 2. buyMμvñ∩ (÷@U) zwwq bin OC 3. ÷@UuΣLvC 4. ∩zμHP bin OsC 5. ÷@UsC 6. buyMμvñ∩ (÷@U) zμswwq bin OC 7. ÷@UqΣLC 8. ∩zμswq bin OC 9. ÷@UsC Yzs bin WμwⁿwAh Oτ@PsC G@zb Visual Binning D∩ñ÷@UTwHs bin ]HΣLΦí÷¼∩Az YLk Visual Binning No bin s ΣLC Visual Binning ñ≥ ñwq≥ (O≥ΩNX) Nú]t≤s bin OñC ≥Qss≥A≥ΣLwqτ@PsC Y@≥NXPs Bin O≡As≥NXb¬ Bin O[ 100A½ssX ¿L≡CpAY 1 wq≥A sN bin OAh ñ⌠≤ 1 [εAΣsN 106AB 106 Nwq≥CY ≥wqAh OOd½ssXßsC GYπí LO-n ≥wqd≥AΣñ n O Ah∩s≥ OtC 7 Ω 73 74 IBM SPSS Statistics 22 Core System ΓU 8 Ωα½ Ωα½ ∩ ÑAzQ¼pNOGlΩ≥LΓ⌡μR¼tA Bºí÷pApG úOΦKu÷YANOπ⌠ μ÷YCú»OA{Ω íA°ooC±iαOAΩg AzFπºí÷YA α½ΩC BRßAo{sXΦkúAϕsX α½ΩΦíh Aq≥@ (pR X O) »zís) úiHΓbC iÑ@ (°Φ{íB°≤ pΓ upΓv∩AΣLα½ApΓYC v ziHpΓrΩ (rΩ) C v ziHsm½{C∩síAz]iHⁿwª¼MOC v ziHΦ°≤∩apΓΩlC v ziHU τ]]AΓNτBpτBtτMrΩτC YnpΓ 1. b\αϕWA∩G α½ > pΓ... 2. ΘJμ@WCªiHO{A]iHOYNsW 1. YnϕíAN¿¿≈KJuϕívμ @ñΩsC AΘJuϕívμ ñC v ziHKWτO tAΦkObuτvsMμñ∩sAMßs÷ΓUuτMS ϕvMμñτ (O∩τAMß÷@UPuτvsMμFbY)Cb aΦA±J⌠≤ (Mτ)C All τsCXiτMtM μC∩Od πnyzAíe∩τC v rΩ Ab JñC v pGñ]tpIA yI (.) @pIC v ∩≤srΩAz] ∩¼PAαⁿwΩ¼C pΓG [ε∩°≤ u[ε∩°≤v∩i²z°≤ϕíANΩα½M∩lC°≤ϕíiNU[εº (trueBfalse missing)AtC v pG°≤ϕíG trueAh[ε]tb∩lºñC v pG°≤ϕíG false missingAh[εú]tb∩lºñC v jí°≤íϕíúipΓ≈OW÷YBΓl]B<=B>=B= ~=C v °≤ϕíñAi]tWB BΓNBΓlBr (HΣL) τBΦM÷BΓlC pΓG ¼P w]AspΓXrCpGQpΓsrΩAN ⁿwΩ¼MeC © Copyright IBM Corp. 1989, 2013 75 CziHΘJOAOΓpΓϕíe 110 r ϕ@ C ∩yzi°F 255 OC ¼C ipΓ]AMrΩ (σr)CpΓñLkrΩC τ Στ¼hA]AG v ΓNτ v pτ v rΩτ v ΘPíτ v tτ v H≈τ v ≥τ v τ p ΩTUτ íAbuívtu vWΘJτC τñ≥ τPμΓNϕíBz≥Φíú @CNG (var1+var2+var3)/3 ϕí ÑApGTñA⌠≤@[ε ≥AGNO≥C NG MEAN(var1, var2, var3) ϕí ÑApGT[εúπ≥AGO≥C ≤pτAziHⁿw∩út≥p ApG CYpAbτWºßAΘJyIMp MEAN.2(var1, var2, var3) ú uú @ñú v∩i²z∩ú C ΓúPú H]wlCA]ziHAs@tCC iG v P 12 e (Version 12 Compatible). ≤ 12 ú ⁿw lú GAú C v ¿Σ αtΓk(M). @ sú AA≤ ú H≈GAhú C CpGzn½sú CpGLkq 12 ≤½s @ñú l]wC Cú H≤α½ (pH≈tτ)BH≈[ε[vA lN≤CYns@tCAbCRe]w llIC O πC 76 IBM SPSS Statistics 22 Core System ΓU í{Apu¼Aπíú Yn]wú M () ]w C lG 1. b\αϕWA∩G α½ > ú [εX{ o∩C[ε@AopΓC[εMμWAP@X{ CpA@πs°xMμiαO/ ∩AHⁿXUⁿX\¬°xCziHpΓC ⁿX ¬OAHⁿX°x\¬qsC YnpΓ[εo 1. b\αϕWA∩G α½ > [ε p... 2. ΘJWC 3. ∩@hP¼ (rΩ)C 4. ÷@UuwqvAⁿw pΓ ( )C ziH∩O wq[εlAHKpΓX{C [εíG ²p CϕY∩≥BuCXpvMμñWμA (bD∩ñ) N[ 1CpG Y[εX⌠≤WμAN½ p C WμiH]AOB≥t≥Σd≥CB bd≥ñ≥C d≥AⁿOª IA⌠≤¿ X{G[ε∩°≤ u[ε∩°≤v∩i²z°≤ϕíAw∩∩[εlApΓo íiNU[εº (trueBfalse missing)AtC C°≤ϕ uα½vsA]temßm[ε{C WC sWC ObsΩñsbWCp÷RWWhΩTA \C q²e[εo]í¿ßCq@ñºΩ²e[εñoCpAzLw][ε 1AsC@[εúYbΣe[εlC qß≥[εo]Γ²Cq@ñºΩß≥[εñoCpAzLw][ε 1AsC@[εúU@[εlC n [εC q n ²eß≥[εñoAΣñ n OⁿwC v pGBz}A εoC d≥¡εC@sC DtπC Lkq²eß≥sñ[ 8 Ωα½ 77 v ñLo¼AC v Gw∩Ωsñeß n [ε]wt≥AΣñ n On [ε ⁿwCpA 1 uí¿ßvΦkAN∩Ωñ@[ε]C@s ñ@[εNG]wt≥C v Od≥C v lrσΩT]]Awq≥ⁿúMsC] qC v íwº @sú Gú]A C s 1. b\αϕWA∩G α½ > 2. ∩@sC 3. ΘJsWC 4. ∩ Φk]í¿ßΓ²n [εC 5. ÷@Uu≤vC 6. ∩CzQsA½⌡μoBJC ½ssX ziHNΩ½ssXAH∩ΩCo∩SOA≤¼X (X ) OCziH½ssX{A Σ½ssXßAAsC ½ssX¿P@ u½ssX¿P@v∩i²z½sⁿw{AONd≥{¼X¿sC pAziHΓ ⌠¼X¿ ⌠d≥ C ziHNBrΩ½ssXCpGz∩hAª Ω@½ssXC ¼ PCzLk²r≥r Yn½ssX 1. b\αϕWA∩G α½ > ½ssX¿P@... 2. ∩zQ½ssXCpGz∩hAª ¼ P (rΩ)C 3. ÷@UuPsvAAⁿw½ssXΦíC ziH∩O nwq@Q½ssX[εlC Bu[ε∩°≤v∩PupΓo v ñu[ε∩°≤vPC ½ssX¿P@GPs ziHbo∩ñAwqn½ssXCWμ ≥D∩ñA∩¼ ( rΩ) PC 78 IBM SPSS Statistics 22 Core System ΓU C NQ½ssXCziH½ssXμ@Bd≥M≥Ct≥Md≥Lk∩≤rΩ A]oΓºúúArΩCB d≥AⁿOª IA⌠≤¿bd≥ñ ≥C v . n½ssXsOCΩ¼]rΩ Pn½siμsXPC v t≥CϕΩñzⁿwμí¼wqBμ A ≤wqα½ⁿO ú {íⁿúCt≥ gπCrΩúαπt≥A]rΩñ ⌠≤r úOXkC v t≥Cπwwq≥úAHy (.) ϕwⁿút≥[ εC v d≥. ]td≥CúA≤rΩC⌠≤≥]]tbd≥C v ΣLCu-svMμWΣñ@Wμñ]t lCobu-svMμñπ ELSEC sC C (d≥) úQ½ssX¿μ@CziHΘJ Aⁿwt≥C v v CnN@HW½ssXihCΩ¼]rΩ PPC t≥CiNⁿw½ssX¿t≥Ct≥ú≤pΓA Bq\h{ñú ]tt≥[εCúA≤rΩC –>sC ªO@≈WμMμAziHªN½ssXCziH[JB≤MúMμñWμCMμ WμAGμ@B≥Bd≥ΣLCpGz∩MμW½ssXWμ A{ nNMμ½sAHXWznDC ½ssX¿úP u½ssX¿úPv∩i²z½sⁿw{AONd≥{¼X¿sA@ sCpAziHΓ ⌠¼X¿ ⌠d≥ C v ziHNBrΩ½ssXC v ziHΓr½ssX¿rΩAºτMC v pGz∩hAª ¼ PCzLk²r≥rΩ@½ssXC YnN½ssX¿s 1. b\αϕWA∩G α½ > ½ssX¿úP... 2. ∩zQ½ssXCpGz∩hAª ¼ P (rΩ)C 3. ΘJCsΘX (s) WAA÷@Uu≤vC 4. ÷@UuPsvAAⁿw½ssXΦíC ziH∩O nwq@Q½ssX[εlC Bu[ε∩°≤v∩PupΓo v ñu[ε∩°≤vPC ½ssX¿úPG Ps ziHbo∩ñAwqn½ssXC C NQ½ssXCziH½ssXμ@Bd≥M≥Ct≥Md≥Lk∩≤rΩ A]oΓºúúArΩC¼ ≥lP (rΩ)CB d≥Aⁿ Oª IA⌠≤¿bd≥ñ≥C v . n½ssXsOCΩ¼]rΩ Pn½siμsXPC 8 Ωα½ 79 v t≥CϕΩñzⁿwμí¼wqBμ A ≤wqα½ⁿO ú {íⁿúCt≥ gπCrΩúαπt≥A]rΩñ ⌠≤r úOXkC v t≥Cπwwq≥úAHy (.) ϕwⁿút≥[ εC v d≥. ]td≥CúA≤rΩC⌠≤≥]]tbd≥C v ΣLCu-svMμWΣñ@Wμñ]t lCobu-svMμñπ ELSEC sC C (d≥) úQ½ssX¿μ@CsiHOA]iHOrΩC CnN@HW½ssXihCΩ¼]rΩ PPC v v t≥CiNⁿw½ssX¿t≥Ct≥ú≤pΓA Bq\h{ñú ]tt≥[εCúA≤rΩC v sCOdCYYú½ssXAh\αH JCbsñú]t⌠≤ⁿ wAY[επoAhΣⁿúst≥C ΘXrΩ(B). NsB½ssXwqrΩ] CiHOrrΩC NrΩ૨rCNtrrΩ૨CYrΩtr∩]+ -H⌠≤ eAhΣⁿút≥C –>sC ªO@≈WμMμAziHªN½ssXCziH[JB≤MúMμñWμCMμ WμAGμ@B≥Bd≥ΣLCpGz∩MμW½ssXWμ A{ nNMμ½sAHXWznDC ½ssX u½ssXv∩i²zNrΩ૨s≥πCϕONXúseAy¿ μεC αAB²h{n≤hO Θα⌡μCA{LkrΩA{h ] hs≥πC v zzLu½ssXvsAOd⌠≤wqL ()CYwq Ahϕ¿Σ½ssXßCϕμπBs≥C v rΩr ½ssX (jgr bpgr e)C v ≥H½ssX¿¬≤D≥s≥CpApGl 10 D≥A ≥s≥NO 11C ∩ P½ssXΦkC ∩i²zNμ@½ssXΦkM∩Ao s@PsXΦkC Yz∩∩ANMHUWhM¡εG v ¼]rrΩú PC v ∩[εCAHK½ssXs≥πC v s≥OMμñ@AΣMμtwwq≥Cút≥ AΣLlúQ° C NrΩ°≥C ú°rΩA t≥C∩N rΩ½ ssX¿¬≤¬D≥≥C d 80 IBM SPSS Statistics 22 Core System ΓU ziHN½ssXΦkxs¿dAMßMΣLMΣLΩC pAziα Cδ½ssXπjqσrúNXA²bíδ≈ñAs[JúNX ≤½ssXΦkCpGzNl[cxs¿dAMßMtsNXsΩñAh⌠≤ ΩñJ sNXN½ssX¿¬≤dñß@ApiOdlúNX l½ssX[cC tsd C xsbídñ∩½ssX[cC v d]tNlD≥∩½ssXΩTC v D≥ΩTixs≤dñCúOd≥ΩTC v pGzw∩hiμ½ssXA²z∩PP½ssXΦkAOzS M{d@½ssX@íAhdHMμñ@ C v pGzw∩hiμ½ssXA Bz]∩u∩ P½ssXΦkvAM/zw ∩uMd vAhdN]t½ssXΦkXC Md C N²exs½ssXdM∩n½ssXANño{⌠≤ΣL [ [c BAHOdwxs[cñlM½ssXí÷YC v ∩n½ssX OP¼ (rrΩ)A B ¼ Pdñwq¼C v dú]t⌠≤÷≥ΩTC≥O lMμñ@ AΣMμtwwq≥Cút≥AΣLlúQ° C v ²MPd∩C l½ssXAΣ¬≤dñß@F P≥ ( Mμñ@AΣñMμñtwwq≥) ½ssX¬≤ ß@ C v pGzw∩hiμ½ssXAh²MdA∩∩ñΣLiμq ½ssXXFßú μ@q½ssXΦkAA≤í∩C YnNrΩ½ssX¿s≥π 1. b\αϕWA∩G α½ > ½ssX... 2. ∩n½ssX@hC 3. ∩ΘJsWAA÷@UusWvC Ñ[ε u[εÑv∩i²z]tÑsB AM Savage AHr C lWM∩qAsWMyzNú CKnϕμCXlBs C MC] Gú sW°W¡ 8 ziHG v N[εHW (ε) Φí[HC v ∩@hu vMμWANÑX ¿@lsCÑbCOpΓC OhOzLX[HwqCpAYz∩ OM@ANpΓCOP ºXÑC YnN[εÑ 1. b\αϕWA∩G 8 Ωα½ 81 α½ > Ñ[ε... 2. ∩@hnCurαC ziHMwHWεΦíAN[εAΓÑX ¿lsC Ñ[εG ¼ Φkh CC ΦkúWCΦk]AμÑBSavage BÑH Cz]iH±⌠p AÑC ÑC íÑCsÑ≤ªÑC Savage C s]tⁿto Savage C ÑC sÑ≤ÑúHD≥[ε[vMC H±ϕÑC CÑúHπ [εAMßH 100C [ε[vMC sÑ≤[ε[vMC∩≤Psñ[εAs C NtilesC ÑⁿwOH s ACs[εjPPCpA4 Ntiles N 25 HU[εⁿwÑ 1A 25 M 50 ºí[εⁿwÑ 2A 50 M 75 ºí[εⁿwÑ 3A 75 HW[εⁿwÑ 4C ±⌠pC ∩SwÑGº n±⌠pC AC P⌠p n±∩ z C ±⌠píC ziHb±⌠pM AñA∩±⌠p WaerdenC v íGBlomBTukeyBRankit Van der BlomC H±⌠p≥ªsÑAΣ (r-3/8)/(w+1/4) MAr hÑC v TukeyC v RankitC í (r-1/2) / wAΣñ w [εAr d≥q 1 v íAΣñ w [ε[v í (r-1/3) / (w+1/3)AΣñ r ÑAw [ε[vMC Van der WaerdenC hÑAd≥q 1 w ÑC í r/(w+1) wq Van der Waerden’s α½AΣñ w [ε[vMAr wC Ñ[εG P ziHQo∩Aⁿw[ε (ΣlP) ΦíC HUϕμπp≤NÑⁿw PúPΦkG ϕ 7. ÑΦkG 82 ¡í C ¬ 10 1 1 1 1 15 3 2 4 2 15 3 2 4 2 15 3 2 4 2 16 5 5 5 3 20 6 6 6 4 IBM SPSS Statistics 22 Core System ΓU ΘMíδF uΘMíδFviHjhPΘ/í÷ u@C YnΘMíδF 1. b\αϕWA∩G α½ > ΘMíδF... 2. ∩zQn¿@AMßϕ BJwq@C v A ΘMíϕ ΦíC ∩iJ@eAuºz IBM SPSS Statistics ñΘ/íC÷ @Uuív÷sAiHs≤ ΩTC v qt ΘírΩΘ/íC ∩qrΩΘ/íCpAz@ rΩAΣΘϕíO mm/dd/yyyyAzμqrΩΘ/íC v qO í≈ΘíΘ/íC ∩i²zq{cΘ/íCpA z@ϕδ (π) B@ϕΘ@ϕCziHXoTA¿μ @Θ/íC v HΘMípΓC ∩[εΘ/íñCpAziHΓϕ{⌠íε hϕ{}líApΓo {ßOí°C v í≈ΘíC ∩i²zíΘíApΘ/íñΘAϕ íO mm/dd/yyyyC v ΩⁿúgC ∩ ΓzuwqΘv∩AziHt@ ΘΘ/ íC\αq ≤ΘMíCΩú ÷pC GϕΩ ¿@¼Ah @CíApGΩñSrΩAh qrΩΘ/íu@ú⌡μA B C IBM SPSS Statistics ñΘMí b IBM SPSS Statistics ñAϕΘMí¼AΣπμí∩≤SwΘ/íμ íCoq Θ/íCΩϕΘΘ/íOϕíBPΘS÷Θ /í oAp 20 pB10 15 ϕCß ≥íAeΘΘ/í C pππμíMμA \mⁿOyk ΓUnquΘMívC ΘΘ/íC ΘϕΘμíAp mm/dd/yyyyCΘ/íϕΘMíμíA p dd-mmm-yyyy hh:mm:ssCqíAΘΘ/íxsq 1582 10 δ 14 ΘϕC ΘΘ/íOⁿΘμíC v G ≈ ≈WμúiδC w]AG ≈ϕd≥{μΘºe 69 AH {μΘºß 30 Cd≥O zu∩v]wMwBitm]qusΦv\αϕñ∩∩AM ß÷@UΩC v εuByIBrIBu úiHϕ@Θ-δ-μíw r C v δ≈iHrB¿rBTr Ygπ≈XϕCTr O σFΣLyÑδ≈WhLkδC ≥íC wΘC YgPπ≈Xδ≈W ≥í ϕíμíAp hh:mmCobíxsϕ A ú S 8 Ωα½ 83 v bíWμñ]A≤Θ/í ≥íA i pB Mϕ ºíw r Cp M OnA²Oϕ ∩CnyIjϕ Mpϕ CpL¡εA²O j 59A ϕ j 59.999...C {μΘMíC t $TIME Od{μΘMíCϕ 1582 10 δ 14 ΘA⌡μ α½ⁿOºΘMíεϕC qrΩΘ/í YnqrΩΘ/íG 1. buΘMíδFveWA∩qt ΘírΩΘ/íC ∩n૨Θ/írΩ 1. buvMμñ∩nα½rΩCNA MμπrΩC 2. qu¼vMμñA∩XrΩϕΘíCuvMμπ∩bΩñ ΩCP∩¼úrΩPst≥C ⁿwNrΩ૨Θ/íG 1. ΘJuGvWCWúαO{WC ziHG v quΘXμívMμñ∩sΘ/íμíC v sⁿú zC q@Θ/í YnN@{X μ@Θ/íG 1. buΘMíδFveWA∩qO í≈ΘíΘ/íC ∩nX¿μ@Θ/í 1. ∩NϕΘ/íñúPíC v ∩XGúe\CpAqu≈vuΘvΘ/íL ≈vAKnπΘC A]YO∩u v zúα{Θ/í YNºΘ/í@í≈C¿sΘ/íΣñ í OπC@Oe\{Θ/í@sñuϕ víC]e \pϕ AH≤uϕ vNúnD OπC v s⌠≤íñY⌠≤WXe\d≥AhPst≥CpApGzúVH uδ≈vNϕΘAh⌠≤d≥b 14–31 ºδñΘ[εú≥úst≥A] IBM SPSS Statistics ñ δ≈d≥O 1–13C ⁿwXΘ/í 1. ΘJuGvWCWúαO{WC 2. quΘXμívMμñ∩Θ/íμíC ziHG v sⁿú 84 zC IBM SPSS Statistics 22 Core System ΓU [εΘ/í Yn[εΘ/íG 1. buΘMíδFveWA∩HΘMípΓC ∩nHΘ/í⌡μpΓ¼ v [εΘ≥íC ∩i[εΘμíñCziH[εwgOTw ≥í] p 10 A]pϕ≈C v pΓΓΘºííμrC ∩io iHo≈ jΓΘC v εhΓq≥íC ∩io hh:mm:ssC ∩wμ oΓΘºítºCpAz ≥íμíºΓºítºAp hh:mm GϕΩ ¿@¼Ah @CpAϕΩ AεhΓ ≥í@KúM B C Γ ≥íμí [εΘ≥í Yn[εΘμí ≥íG 1. buΘMíδFvñu∩ΘiμpΓveWA∩[εΘ≥íC ∩n[εΘ/í≥íG 1. ∩Θ]íC 2. ∩ ≥íΘJu ≥í O ≥íμC vC≤ 3. qU Mμñ∩ ≥íNϕμ íAp hh:mm hh:mm:ssC ≥íúαOΘΘ/íCiH CpGOB ≥íμíAh∩≥ ⁿw[εΘ/í≥íGG 1. ΘJuGvWCWúαO{WC ziHG v sⁿú zC εhΘμí YnεhΓΘμíG 1. buΘMíδFvñu∩ΘiμpΓveWA∩pΓΓΘíμC ∩nεhΘμíG 1. ∩nεhC 2. qU Mμñ∩Gμ C 3. ∩GpΓΦí]GBzC GBz iHUCpΓG∩G v IπC N ñGñ⌠≤píCpAq 10/21/2007 εh 10/28/2006 NG≈ 0A δ≈ 11C 8 Ωα½ 85 v JπC G¡J¿±πCpAq 10/21/2007 εh 10/28/2006 NG≈ 1A δ≈ 12C v OdíC πN!HOdAú¡JA]úICpAq 10/21/2007 εh 10/28/2006 N G≈ 0.98A δ≈ 11.76C pG ¡JpOdAh≈G≥≤@ñ¡í (365.25)A δ≈G≥≤@δñ¡í (30.4375)CpAq 3/1/2007 εh 2/1/2007]m/d/y μíN 0.92 δpGA q 2/1/2007 ε h 3/1/2007 hptº 1.02 δCo íp]vTpΓ]A ºí≤pΓGCpAq 3/1/2008 εh 2/1/2008 0.95 δptºA∩aAYpΓúO P@qí≤ho G 0.92C ϕ 8. ≈Θtº Θ 1 Θ 2 I Ω p 10/21/2006 10/28/2007 1 1 1.02 10/28/2006 10/21/2007 0 1 .98 2/1/2007 3/1/2007 0 0 .08 2/1/2008 3/1/2008 0 0 .08 3/1/2007 4/1/2007 0 0 .08 4/1/2007 5/1/2007 0 0 .08 Θ 1 Θ 2 I Ω p 10/21/2006 10/28/2007 12 12 12.22 10/28/2006 10/21/2007 11 12 11.76 2/1/2007 3/1/2007 1 1 .92 2/1/2008 3/1/2008 1 1 .95 3/1/2007 4/1/2007 1 1 1.02 4/1/2007 5/1/2007 1 1 .99 ϕ 9. δ≈Θtº ⁿwεhΓΘμíGG 1. ΘJuGvWCWúαO{WC ziHG v sⁿú zC εh≥í YnεhΓ ≥íG 1. buΘMíδFvñu∩ΘiμpΓveWA∩εhΓ≥íC ∩nεh≥íG 1. ∩nεhC ⁿwεhΓ≥íGG 1. ΘJuGvWCWúαO{WC 2. quΘXμívMμñ∩ 86 ≥íμíC IBM SPSS Statistics 22 Core System ΓU ziHG v sⁿú zC Θ/íí YnΘ/í@í]p≈G 1. buΘMíδFveWA∩Θí@íC ∩nqΘ/í¿ 1. ∩]tnΘííC 2. qU Mμñ∩níCziHqπΘDíΘΩTApPC ⁿwΘ/íº¿G 1. ΘJuGvWCWúαO{WC 2. pGznΘ/íΘííAhz XμíAuΘXμívMμN C quΘXμívMμñ∩μíCpGúnΘ ziHG v sⁿú zC íCΩα½ Ωα½i≤íCRG v ú ΘHgAB LhíB ¡MwíC v H{íCτAsíCC v U ΦkΓX⌠pm½t≥M≥C íCO b@qíAW aqY (@) oXCíCΩα]@Ω cAΣñC[ε (C) ϕúPí@[εAB[εíí°@C wqΘ uwqΘv∩i²zú ΘAíCgA íCRΘX[WOC [εwqC wqííjAHKú ΘC v LΘú⌠≤wgwqΘCNRúπHUWGyear_Bquarter_Bmonth_Bweek_B day_Bhour_Bminute_Bsecond_ date_C v qⁿXO HROykqΘ (pA@Pu@)CouMX@ñΩ e¼ACpGqMμñ∩oAhúú ⌠≤@C @[εC wq}lΘA ΘQⁿw @[εCU[εhOííjⁿ ws≥C gb¬h C ⁿX½ ⌠ApC@ñδ≈CPñΘC⌡WX{ NϕziHΘJjC∩≤pB MϕAjOπε@C zwqΘC¿≈ú@srCsW O@°uCyzrΩ date_ ]OP¿≈XCpApGzw∩gBBpANsGweek_B day_Bhour_ date_C 8 Ωα½ 87 pGwgwqΘA swq≥{ΘWPANQ½ C YnwqíCΩΘ 1. b\αϕWA∩G Ω > wqΘ... 2. qu[εwqvMμ∩ííjC 3. ΘJwqu@[εvºlΘAªiHMwNⁿú @[εΘC Θ∩Θμí únNQuwqΘvΘPuΩsΦvºu°vñwqΘμíVcC ΘOíCΩgCΘμíhOⁿHU Θ/íμíπΘ (í)C ΘOⁿqⁿwlIΓAHßΘBgBpÑμ πC∩{í ÑAjí ΘμíOH ΘP 1582 10 δ 14 ΘíºϕtΦíxsC íC uíCv∩\z{íCτAsCoα½LA ≤h íCR{C w]sWOs{ºer AßA≥@°uM@CpA∩≤ price ÑAsWO price_1CsOdlwqº⌠≤C iíCτ]AFtºB¡íB⌡μñ B¿tBΓ²τC YnsíC 1. b\αϕWA∩G α½ > íC... 2. ∩zQα½líCτC 3. ∩AHKªsíCCzuαrC ziHG v ΘJWHm½w]sWC v ≤∩τC íCα½τ tºC BⁿOCñAs≥ºíDgtºCOpΓtº²eC ≤Ctº F@[εAt≥X{bC}lCpApGtºO 2 A≥eΓ[ε sN¿t≥C gtºC BOⁿZTwd≥CítºCd≥Hewqg≥ªCYnpΓg tºAz wgwq[\g¿≈ (p@δ≈) Θ (uΘv\αϕuwqΘv)CO pΓtºgíC ≤C}lB[ε (tt≥) Ñ≤gHCpAp GegO 12A O 2 A≥e 24 [εsN¿t≥C íñC BOⁿ≥ (]A) eCⁿZ¡íCⁿZOpΓ¡íC CpGⁿZOA≥ziH¡íC∩mñ¡ípΓ¡íC ≤ⁿZO n ºC}l ⌠ m[ε]]tt≥AÑ≤ⁿZ n/2 MⁿZ (n–1)/2CpApGⁿ ZO 5 A≥[ε (t≥) bCºeBºßúO 2C 88 IBM SPSS Statistics 22 Core System ΓU eíC eºeCⁿZ¡íCⁿZOpΓ¡íCºeC ≤C}l B[ε (tt≥) Ñ≤ⁿZC ⌡μñC BOⁿ≥ (]A) eCⁿZñ CⁿZOpΓñ CC pGⁿZOA≥ziH¡íC∩mññ pΓñ C ≤ⁿZO n ºC}l⌠ m[ε]]tt≥AÑ≤ⁿZ n/2 MⁿZ (n–1)/2CpApGⁿZO 5 A≥[ε (t≥) bCºeBºßúO 2C nMC ≥ nCMA@ JeεC ¿tC ⁿw¿tAMwXe@[εCⁿOe[ε (w C ≤C}lB[ε (tt≥) Ñ≤C ) ºe[ε Γ²C ⁿwΓ²AMwXß@[εCⁿOe[ε (w ) ºe[ε C ≤C}lB[ε (tt≥) Ñ≤C ¡ C BⁿOHXΩC≥ªsCCC}lB 4 ⌡μñ A A 2 ñ Vñ∩⌠C MßA M 5 ⌡μñ B3 ⌡μñ M HANNING (i[v¡í) AN oA¡CtΓklCεh¡CoXºCπL{bpΓtWú½ CßA εh{@¡AHΓX¡tCo { T4253H ¡ C m½≥ iμRA≥[εy¿DA BpGCñt≥ANLkpΓYíCqC Sw[εOCA≥Ω]pUG v CtC°ε 1C v CgtC°ε@gC v pGzbWL{C aΦ]twsC (@kO÷@Uuxsv÷sA∩Aϕ∩)A h∩≤s[ε ÑAlCPú tCN≥ΩC v α½ (pA∩α½) w∩lCSwú ≥ΩC bC}l⌠B≥Ωú oSwDAL uYuCñ°CCñíΩí ]r≥ΩO≤Y½DCDd≥zR{ wC um½≥v∩\zq{íCsíCAQ ΦkºΣñ@ pΓ ⌠pm½≥Cw]sWOs{ºer AßA≥@°u M@CpA∩≤ price ÑAsWO price_1CsOdlwqº⌠≤ C Ynm½íC≥ 1. b\αϕWA∩G α½ > m½≥... 2. ∩nm½≥⌠pkC 3. ∩nm½≥C ziHG v ΘJWHm½w]sWC v ≤∩⌠pkC 8 Ωα½ 89 m½≥⌠pk C¡íC HπC¡ím½≥C ±I¡íC H P≥¡ím½≥C ±IⁿZOⁿpΓ¡í≥AΣWBU C ±IñC H P≥ñ m½≥C ±IⁿZOⁿpΓñ ≥AΣWU C u íkC uíkm½≥C ∩≥X{ºeß@ A≥X{º ß@ ϕ@íCpGCñ@AOß@[εt≥ANú½ ª≥ C IWu C H≥ IWu ≥Q½¿owC 90 IBM SPSS Statistics 22 Core System ΓU m½≥C{Cjk¿ ] 1 n ºíC 9 BzPα½ BzPα½ Ω¿ΦíALkXzDC]ziαQnX ΩAHúPCΩAúM NO∩[εlBN[εA∩Rμ Chα½\αiA²zα≈G ΩC ziH @hAN[εC αm[εPC ϕ IBM SPSS Statistics ¬ΩμíAªNCϕ¿[εAμϕ¿CpGΩ A nPANμBC¼½Aptα¬ TΩμíC XC ziHNΓhΩAX ¿@CX AiHOPB²[εúPA [εPB²úPC ∩[εlC ziHuRY[εlA]iHPRhúPlC EΩC ziHQπX[εΦíA≤Rμ ª)C (o[εOH@h≥ [vΩC ziH[v≥ªAR[ε[vC ½ΩC ziH½s[cΩAHh[ε@[εA@[εh[εC [ε b∩ñAziHY (h) AN@ñΩñ[ε (C) ½sC[ε ΦVAiHOWεC v pGz∩hAh[εN ñC (o AuvMμñAe@ )CpA]z∩ gender @Aminority GA≥[εN UO (gender) ñ (minority) o A[HC v OHΩO]w]L Mr NXPCw]ΩO]w @tΩO]wC ziu∩v∩u@δvWuyÑv]w (usΦv\αϕ) εΩO]wC Yn[ε 1. b\αϕWA∩G Ω > [ε... 2. ∩@hC z]iH∩⌡μUC@G wxss@C H STAR JOIN X ΩA ϕMΣiú@ αC xsC ziHxsA]i∩xs[KC[Ki²zO@xsbñ≈ KΩTC@[KßA ²ΘJⁿw KXα}C YnH[KΦíxsG © Copyright IBM Corp. 1989, 2013 91 3. ∩uHΩxsv÷@UuvC 4. butsΩv∩ñ∩uKX[KvC 5. ÷@UuxsvC 6. bu[Kv∩ñúKXAbuT{vKXσrΦñ½sΘJ@CKX°W¡ 10 r A r jpgC iGKX@≥óNLkCKX@≥óANLk}C jíKX v 8 HWr C v bzKXñ]trBOIC v Ks≥rr Ap "123" "abc"A]K½ípAp "111aaa"C v únHΩTKXAp ΘO C v w≤KXC GúΣN[Kxs IBM SPSS Collaboration and Deployment Services RepositoryC G[KLkb 21 ºe IBM SPSS Statistics ñ}C ... zi ⌠≤AwΩ]pAWBΩ¼BqhA]A qC v [εΦVAiHOWεC v ziNl (w²) xs≤qC v qiμⁿ¡≤u°v{iúqC p≤h÷≤qΩTA \ 49 yqzC n ΩsΦñ°G 1. bμ DW÷@U½kΣAq {\αϕ∩WεC 2. qu°vuΩ°v\αϕ∩G Ω > 3. ∩zQC 4. ∩ (Wε)C v MμXπ≤uΩsΦvu°vμWC v ziNl (w²) xs≤qCNC@ ÑAπAϕª mu²≤C]A qAzKiHlC 92 IBM SPSS Statistics 22 Core System ΓU αm uαmv\αiNlΩñCPμ¼½ (N[ε (C) ¿B (μ) ¿[ε)At@ sΩCuαmv\αisWAπsWMμC v tlW (case_lbl) srΩC v pG@ñΩñA ID W (@@)AzKiHo@uWvA BbαmΩñAtNo@WCpGorAΣWNH V r AßA@rC v bαmΩñA≥Q૨t≥CYnOdoAbuΩsΦv uv°ñ≤≥wqC YnαmM[ε 1. b\αϕWA∩G Ω > αm... 2. ∩@hnαm¿[εC Ω X X ΓΩΦíAUCΓ CziHG v N@ñΩPt@}Ω]tP²úP[ε IBM SPSS Statistics ΩX C v N@ñΩPt@}Ω]tP[ε²úP IBM SPSS Statistics ΩX C X 1. b\αϕWA∩G Ω > X 2. ∩usW[εvusWvC sW[ε usW[εvN@ñΩPGΩ]tP (μ) ²úP[ε (C) í IBM SPSS Statistics ΩX CpAzbúPPΓ O²ΓßΩAiα@@CoAzNiHNo ΓΩAsJúPñCGΩiHOí IBM SPSS Statistics Ωe@Ñqio ΩC Dt∩C zQqsX ΩñúC@ñΩAHP@O (*)C ΣL ΩñAhH[@O (+)C w]AMμ]tG v YΩB²PΣLWCziHNt∩AMßN[Js X ñC v bYñwq¿B²bt@ñSwq¿rΩCorNLkPrΩX C v eúPrΩCb²X ΓΩñAΣrΩwq° PC s@ñΩñC zQ[JsX ΩñC w]AXWMΩ¼ (rrΩ) Aú[JbMμñC v pGúQbX v X ñ[JYAziHqMμñNΣRúC ñt⌠≤t∩AN]t[ε≥ (o[εAúπ ñ)C 9 BzPα½ 93 ⁿ[εC. ⁿC[εΩCpG[ε@ñΩAh 0Fp G[εíΩAh 1C 1. }@zQnX ΩCpGzwg}hΩA²Σñ@zQnX ñΩCo[εA²X{bsX ΩñC Ω¿@ 2. b\αϕWA∩G Ω > X > sW[ε... 3. ∩Ωí IBM SPSS Statistics ΩP@ñΩX C 4. qus@ñΩvMμuvñARúzúQnC 5. N⌠≤¿∩A[Jut∩vMμñ (bΓñAYWúPA²MμO²Ω TOP)CpAbYWñAX Θiαs brthdateA bt@ñAhs datebrthC Yn∩@∩t∩ 1. ÷@Uut∩vMμW⌠@C 2. ÷ϕ Ctrl ΣA÷@UMμWΣLC(÷ϕ Ctrl ΣA÷@UMμWΣL)C 3. ÷@Uut∩vANt∩us@ñΩvMμWuvñC(X u@ñΩW)C WAN sW[εG½sRW bzNqt∩MμX ΩMμºeAiH²∩@ñΩAΣLΩ WC ≤WAziHG v NΣLΩW ( D@ñΩW) ϕ@t∩WC v [JPWB²úP¼BúPrΩeΓCpAYnPN@ñΩ sexA MΣLΩrΩ sex [JñAhoΓΣñº@A ²≤WC sW[εGrσΩT @ñΩñrσΩT (]AMB≥Bπμí)AúNMX ΩñC v pG@ñΩñwq⌠≤rσΩTAhNΣLΩñrσΩTC v pG@ñΩAwgwq≥AhΣLΩñA ≥úQt ñC XΓHWΩ ⁿOykAziHX h 50 Ω/ΩCY≤hΩTA i≤mⁿOyk ΓUnñd\ (iuív\αϕño)C \ ADD FILES ⁿOA ΩT sW usWvN@ñΩPt@}Ω]tP[ε (C) ²úP (μ) í IBM SPSS Statistics ΩX CpApGzΓΩAª O]tweBßGAoAziαQnN oΓX C v Yz÷Σ±∩[εAMwX[εΦíC v pGznY (h) ÷ΣHX[εABzϕwA≥oΓΩA ÷ ÷ΣW[HC v bw]ípUAtúGΩ (ΣWP@ñΩñP) ñWC ]us Wv∩A]o]t½ΩTC 94 IBM SPSS Statistics 22 Core System ΓU ⁿ[εC. ⁿC[εΩCpG[ε@ñΩAh 0Fp G[εíΩAh 1C úC zQqsX ΩñúC w]AMμtWAΣLΩP@ñ ΩñA¼½WC@ñΩAHP@O (*)C ΣLΩñAhH [@O (+)CpGzQbX ñA[JPWúAziH²N≤WAMßA[JMμ ñC s@ñΩC zQ]tbsX ΩñC w]AΓΩñAπ@WA úN]tboMμñC DnC zi÷ΣA T±∩Γñ[εCpAiαOOU[ε ID C v Yº@ϕμd\Az ÷Σ±∩Γñ[εCϕμd\ñΣ @CYhΣAhΣX @C v ÷ΣbΓΩñW PCY÷ΣWúPAu½sRWviμ≤C D@ñ@ñΩDnϕμC ÷Σϕμ (ϕμd\) OⁿiHNñUu[εvΩAM ΣLΩh½[εCpApGYñΩTAax¿ ΩT (pOB B)A t@πΘaxΩT (p¼JBaxjpB m)A≥zKiHNaxΩAϕ@ϕμd\ AN@PaxΩAM X ΩñAC ax¿ ¡WC 1. }@zQnX ñΩC ΩCpGzwg}hΩA²Σñ@zQnX Ω¿@ 2. b\αϕWA∩G Ω > X > sW... 3. ∩Ωí IBM SPSS Statistics ΩP@ñΩX C Yn∩÷Σ 1. buúvMμWAqí (+) ∩C 2. ∩uwñ÷Σt[εvC 3. N[Ju÷ΣvMμñC ÷Σ sb≤@ñΩMt@ΩC sWG½sRW bzNX ΩMμºeAiH²∩@ñΩAΣLΩWCoD n≤ϕzμbΓñ JWP²]túPΩTΓAΓñ÷ΣπúPWC XΓHWΩ ziⁿOykX ΓHWΩC v MATCH FILES X ú]t÷ΣhAH÷ΣhCp÷ΩTA \DD C v STAR JOIN X hAΣñ@[εΩMhϕμd\CúH÷Σ ABUϕμd\iúP÷ΣCp÷ΩTA \DD C 9 BzPα½ 95 πXΩ uπXΩvN@ñΩ[εOπXμ@[εAsπXAOb]tπXΩ @ñΩsC[επX≥ªshq () CYⁿwqAhπ Ωμ@qsC v YFsπXΩAhsΩñN]tqUwq@[εCpAY@q πΓAsΩN]tΓ[εCYⁿwqAsΩN]t@[εC v YNπXsW@ñΩAΩ¡NúOπXΩCπPqU[εú ¼ sπXñPCpAYOO@qAhkú¼ Nϕ¡í PsπXCYⁿwqA[εú¼ Nϕ¡í PsπXC qC Hq≥ªAi@ ∩[εiμCC W@LGqXúwq@s CsπXΩAqúH{WM²ΩTAxs sñCYwⁿwAh qiHOrrΩC EC ftπXτAHsπXCbπXWßAB πXτWAHW (AbAñ)C ziHsWA gw]πXWBúyzBM≤pΓπXΩ τCAziH@sA]tUqsñ[εC YnπXΩ 1. b\αϕWA∩G Ω > E... 2. ziH∩O nqAoOwq[εΦíAHπXΩCYⁿw qAhπΩμ@qsC 3. ∩@hπXC 4. ∩UπXπXτC xsπXG ziHsWπX@ñΩAsπXΩC v sWπX@ñΩ(D). NHEτ≥ªssW@ñΩCΩ¡hú! HπXCπPqU[εú¼ sEPC v ]tEsΩCNEΩxs{μÑq@ñsΩCΩ]twqπX[ εqAH πXτwqπXC@ñΩúⁿvTC v gJ]tEsΩCNEΩxsíΩC]twqπX[εqA H πXτwqπXC@ñΩúⁿvTC j¼Ω∩ ∩Ñj¼ΩAπX²Ωiα≤ vC wq(A). pGw qΩAh∩i²{≤a⌡μAB O ΘCV∩C v Ω v YsW 96 qAΣPuπXΩv{ⁿwqPC @ñΩAhubΩ IBM SPSS Statistics 22 Core System ΓU qWA∩∩C πXºe²N(G). ∩≤X{j¼ΩAziαo{bEºeA ² q ΩCúDzJ O Θ αDA hú ∩C πXΩG πXτ ziHb∩ñAⁿwpΓ∩ºπXΩτ (oOⁿ ≤uπXΩv∩WAuπX vMμñ∩)CπXτ]AG v rJτA]A¡íBñ BtHM v [εA]A[vBw[vBL≥M≥ v bⁿwºWºU±Bp v bⁿwd≥íí±Bp πXΩGWP ziHQuπXΩv{AbsΩñAⁿwπXw]WCb∩ñAziH≤ uπXvMμW∩WAúyzCp÷ΩTA \DD 44 y WzC Quv{AzKα@hANΩ¿úPOAHiμRCpGz ∩h½Ah[εN ñC (o AuHOvMμñAe@ )CpApGz∩ gender @Aminority GA≥[εNO (gender) ñ (minority) o A[HC v zhiHⁿwKC v b°rΩ (±K C °rΩ) ñACK Q° ±¡ε (K ) v [ε A BnPuHOvMμñPCpGΩ A∩uvC ±sC NOCb@AOFiμ±CpGzϕAtNu@ϕA CAiHbϕμºíCpGzOϕAhtw∩úPOAú PϕA oϕPπbu°vñC sΘXC C{ú GAOAOπXC YnRΩ 1. b\αϕWA∩G Ω > ... 2. ∩u±OvuOwΘXvC 3. ∩@hC ∩[ε ziHQu∩[εvúΦkA∩[εl (o[εH]t°ϕí°≤ ≥ª)CAz]iH∩H≈[εCwqlsºh]AG v Md≥ v ΘMíd≥ 9 BzPα½ 97 v [ε]C v ΓNϕí v Φϕí v τ [εC÷¼[εLo\α[εC pGí¼]w°≤C°≤íϕí∩[εCpG°≤ϕíG trueAht∩[εC pGGO false missingAhú∩ [εC [εH≈C ±ⁿ±AOδT[εA∩H≈C í[εd≥C[εsd≥Θ/íd≥∩[εC LoCqΩñ∩@LoCt∩]t 0 H⌠N≥óLo [εC ΘX iε∩º[εBzΦíCziH⌠∩UCΣñ@∩@∩º[εBzΦíG v Lo ∩[εC ∩[εúCJR²Od≤ΩCpGz÷ Lo\αAziyß ≤@Ñqñ∩[εCpGz∩@H≈ApGzH°≤ϕí≥ª∩[ε ANú W filter_$ AΣ]t 1 ∩[ε 0 ∩[εC v sw∩[εsΩC ∩[εQs sΩAúvTlΩC∩[ε úCJsΩAHl¼Adm≤lΩñC v Lo ∩[εC ΩRú∩[εCpGnwRú[εA xs⌠≤≤AA½s}CpGzN≤xs≤ΩA[εK[RúC ≈}Bú GpGzRú∩[εxsANLk[εC Yn∩[εl 1. b\αϕWA∩G Ω > ∩[ε... 2. ∩@ (h) ∩[εΦkC 3. ⁿw∩[ε°≤C ∩[εGIf ziHbo∩ñA∩°≤ϕí[εlC°≤ϕíiNU[εº (trueBfalse missing)AtC v pG°≤ϕíG trueAh[ε]tb∩lºñC v pG°≤ϕíG false missingAh[εú]tb∩lºñC v jí°≤íϕíúipΓ≈OW÷YBΓl]B<=B>=B= ~=C v °≤ϕíñAi]tWB BΓNBΓlBr (HΣL) τBΦM÷BΓlC ∩[εGH≈ bo∩ñAziH ±ⁿ±AOδT[εA∩H≈C⌡μΓú±A HP@[εúiH∩@HWC 98 IBM SPSS Statistics 22 Core System ΓU ±ⁿC ú ±ⁿⁿw[ε±H≈C ≤o{íA∩U[ε úPΩH≈MwA] ∩[ε±Auα±ⁿⁿw±CΩñ[εVhAh∩[ε±ANVα± ⁿw±C ΩnC úFⁿw[εºCz ⁿwú [εC GrA p≤ Ñ≤Ωñ[εCpGorWLΩñ[εAhñt[εAN ÷±AvÑaC≤ⁿwC ∩[εGd≥ ziHbo∩ñAsBΘíd≥A∩C v d≥AOHuΩsΦvñπCXC v ΘMíd≥AuAwqΘíCΩ ( uΩv\αϕWuwqΘv)C GpGLo] DRúF∩[εAß≥ΩN÷¼∩MLoC [v[ε u[v[εvib⌡μpRAß![εúPv½ (Q½s\α)C v [vA ⁿXΩñAμ@[εNϕ[εC v pG[ε[vsBtB≥A≥RAúo[εC v O A B{AputϕvBuμeϕvMuqϕμvA[v C²OAjí{{[vOs[vA Γ[vJ±πCY{ ñ[vA¡εbⁿw{σ≤ñúC @zM[vºßAo@ ≥@A z∩t@[vA÷¼[vεCpG zxs[vßΩAhtPxs[vΩTCYwgs¿[víAzMiHH÷¼[ vC μeϕñ[vCuμeϕv{XúP∩Bz[ε[vC GM Φñ[vC bGMΦñA}M÷¼[ε[v∩A²oúvT[v tB0 ≥[εCYzbϕñ÷¼[vAo[εMQúbϕºC Yn[v[ε 1. b\αϕWA∩G Ω > [v[ε... 2. ∩u...[v[εvC 3. ∩C @[ε[vCpA 3 [εANNϕ[vΩñT[εC ½Ω u½s[cΩδFv½s[cznº{ΩCδFiH½s[cNe CδFiH⌡μHU@G v N∩w½s[c[ε v N∩w[ε½s[c 9 BzPα½ 99 v αmíΩ(T) Yn½s[cΩ 1. b\αϕWA∩G Ω > ½... 2. ∩n⌡μ½sc¼C 3. ∩n½s[cΩC ziHG v il sMlñYOC v b½scºe²NΩ v wqs∩ v NⁿOykKWyk°í ½ΩδFG∩¼ u½s[cΩδFv½scΩCb@∩ñA∩n⌡μ½sc¼C v N∩½s[c¿[εCϕzΩñt÷μsA zμª bsΩñHCs ΦíπA∩CpGz∩AδFπu¿[εvBJC v N∩[ε½s[c¿CϕzΩñt÷CsA zμª bsΩñHμs ΦíπA∩CpGz∩AδFπ[ε¿BJC v αm ΩC ϕznαmΩA∩CbsΩñACN¿μA μN¿CC ∩÷¼u½s[cΩδFvA}uαmΩv∩C Mw½s[cΩΦí ]tznRΩT ─ pqC[ε O@ [εG ─ pO[εCμΩcA CbΩñOμ@μA C[εhOμ@CC]A ÑApGzq@Z wA≥úuπb@μñA C hπb@CñC ϕzbRΩAq ORp≤Y°≤ ∩Co°≤iHOSwΩτ°kBHfB YíIΣL½CbΩRñA÷°≤q Q ]CϕzR]Az@°Ω cCzΩñiα@HWμtY÷ΩT]pA]ChUn@ μAziα@HWC]tY[ε÷ΩT]pA]ChUn@CCu½ s[cΩδFviHUz°Ωc½s[cC ecHzbsñQnchMwFzbδFñ@∩C Ωbeñp≤CH{μΩiαH]O²bOñ]b[εsñP@ ]bOñΦíCC v [εOC{μO bOμñO²°≤HpG ϕ 10. bOμñπ°≤Ω 100 ] 8 1 9 1 3 2 IBM SPSS Statistics 22 Core System ΓU ϕ 10. bOμñπ°≤Ω (≥) ] 1 2 bdñAeΓCO[εOA]ª ÷Cª ]tFP@]hΩCb IBM SPSS Statistics ΩRñAϕΩOH ΦícA]q C v μsC eO bPμñO²M°≤HpG ϕ 11. bPμñπ°≤Ω var_1 var_2 8 3 9 1 bdñAoΓμOOA]ª ÷Cª ]tFP@Ω--var_1 Nϕ]h 1A var_2 Nϕ]h 2Cb IBM SPSS Statistics ΩRñAϕΩOH ΦícA]q ½qC Ωbsñp≤CHoq O znRΩ{MwC v n[εs{C zΩ cb[εOñAα⌡μnRCpGμ qBhqu@δu¼vº¿BuVX¼vMuOLAP CubesvFHuT wvuL wvWCpGzeΩcOOA zQn⌡μoRAh∩uN∩ ½s[c¿[εvC v ns{C zΩ cbOñAαR½qCpGu@δu¼v ½qBuCox jkRví @qRBuT wv¿∩AOuL wv÷CpGzeΩcO[εOA zQn⌡μoRAh∩uN∩ [ε½s[c¿vC ¿[εd bdñAwC] (A M B) O²bOμñC ϕ 12. wC]O²bOμñ score_a score_b 1014 864 684 636 810 638 zQn⌡μW t wCz@]t score_a score_b μOA²zS {n C bu½s[cΩδFv∩N∩½s[c¿[εANO½s[c¿Ws AWO CsΩπbHUñC ϕ 13. ¿[ε½s[cΩ s score SCORE_A 1014 SCORE_B 864 SCORE_A 684 9 BzPα½ 101 ϕ 13. ¿[ε½s[cΩ (≥) s score SCORE_B 636 SCORE_A 810 SCORE_B 638 ϕz⌡μW t wAewα≈O@C [ε¿d bdñAC ⁿUΓwO²AOOv°eMv°ßC ϕ 14. [ε¿{μΩ id scor í 1 1014 bef 1 864 aft 2 684 bef 2 636 aft zQn⌡μ¿∩ t wCzΩcO[εOA²zS \¿∩n½qC∩ u½s[cΩδFvñuN∩[ε½s[c¿vA id OeΩñCsA ísñOC ϕ 15. [ε¿½s[cΩ id aft bef 1 864 1014 2 636 684 ϕz⌡μ¿∩ t wAewα≈ bef M aft @¿∩C ½ΩδF]¿[εGs GpGz∩Ns½¿CAδFe{BJC bBJñAMweñhObsñn½s[cC eñ h OH{{μΩñsbhsC÷μO (O) NP@ ½qO²bOμñCpApGzeΩñTμ ─ w1Bw2 M w3Aª O²OeA ≥zN @OCpGztTμ ─ h1Bh2 M h3Aª O²O¬A≥zN Γ OC sñ h sH {bsñzμπhOCzú½s[cO sñC v v @CδFNzL{μñ@sAbsñμ@½C @HWCδFNbsñh½CzⁿwvT U@BJAbU@BJñA δFⁿwsC 102 IBM SPSS Statistics 22 Core System ΓU ½ΩδF]¿[εG∩ GpGz∩Ns½¿CAδFe{BJC bBJñAΘJ÷eñbsñp≤ΩTCz]iHbsñOC C sCp≤OH ziHbsΩñbeΩñOCAHsCOCo ID iHOs≥sA]iHOCu[εOOvñεAwqsñO C÷@Uxsμ≤w]WAOúyzC sñ ½H b²eBJñAzwgiDδFn½s[cOCδFwgC O@sCObsñH e{CunαmvñεA wqsñ½s[cC Ynⁿw@½s[c 1. bunαmvMμñA±Jnα½ (Y¿O)COñ¼ P (rΩ)C ziHbOñh]AP@ (OqMμñs D)FΣbsñ½C Ynⁿwh½s[c 1. quvU MμA∩nwq@C 2. bunαmvMμñA±Jnα½ (Y¿O)COñ¼ P (rΩ)CziHbOñh]AP@C(OqMμñs DABΣ bsñ½C) 3. ∩U@nwqAi½∩L{C v ÷MziHbOñh]AP@A²oLkb@HWOñ]AP@C v COMμ]t PC(CXWL@pJC) v OAMw≤zb²eBJñⁿwOCziHb≤w]W A² ≡W@BJα≤n½s[cOC v z iwqO (ΦkObMμñ∩)Aα≥U@BC ns sHSgL½AiHg sΦís sCª sCñCNzns sAuTwvMμC NX{b ½ΩδF]¿[εG GpGz∩Ns½¿CAδFe{BJC bBJñAMwO C OCsC O@ sAªiHsClA sñ h H b{ñi@CbhípUAμ@ K w¼≈AúLApGzeñOMFh]hA≥h iαΩϕC v v v @CδFNμ@ C @HWCδFNh AΘJn CzⁿwvT U@BJAbU@ BJñAδFⁿw C LCpGzúQbsñ A∩C 9 BzPα½ 103 ¿[ε@ºd eΩñ@OeAH@]íCeTqO²AOO²b w1Bw2 w3C ϕ 16. @ {μΩ ⁿ w1 w2 w3 1 6.7 4.3 5.7 2 7.1 5.9 5.6 NnΓO½s[c¿μ@eAμ@ CsΩπbHUϕμñC ϕ 17. π@ ½s[cΩ ⁿ ⁿ e 1 1 6.7 1 2 4.3 1 3 5.7 2 1 7.1 2 2 5.9 2 3 5.6 1 }lAHOñCWqCCblñJ sCA Nqs}lC biHN bn{ñC { ¿[εΓºd ϕOO²F@HW]AziH@HW FúLAeΩ [HCAp @]hOß≥] ⌠hñD C{μΩñ@seAHΓ] A BCΩ[HCAp] B Ñhb] A ÑhC ϕ 18. Γ {μΩ ⁿ w_a1b1 w_a1b2 w_a2b1 w_a2b2 1 5.5 6.4 5.8 5.9 2 7.4 7.1 5.6 6.7 NnΓO½s[c¿μ@eAΓ CsΩπbHUϕμñC ϕ 19. πΓ ½s[cΩ ⁿ index_a index_b e 1 1 1 5.5 1 1 2 6.4 1 2 1 5.8 1 2 2 5.9 2 1 1 7.4 2 1 2 7.1 2 2 1 5.6 2 2 2 6.7 104 IBM SPSS Statistics 22 Core System ΓU ½ΩδF]¿[εG@ GpGz∩Ns½¿C@ AδFe{BJC bBJñAMwzn C s ⁿwWMOC iHO \ 104 y¿[ε@ sAOlOñWCz]iH ºdzDDAHo≤hΩTC v sCδFNⁿw@ C v WC δFN∩OW@ v WC ÷@Uxsμ≤w]WA CqMμñ∩@OC úyzC ½ΩδF]¿[εGh GpGz∩Ns½¿Ch AδFe{BJC bBJñAⁿwC hCz]iHs ⁿwWMOC \ 104 y¿[εΓ ºdzDDAHo≤hΩTC {μñO²Fh hH {eΩñO²Fh]hCh iwqgP°≤[ εOCpGh]A≥eΩ [HCAp@]hOß≥] ⌠h ñD C sñ h hH C ΘJhCh Os≥XCΣl≤ 1AHChWqC@ WqCA ß@ WqC íXhCzLkWL{μΩsbhC]½s[cΩN@C]tBzC XA]δFdzhCªN±zºhnAMbzOñCoΓ C WC ÷@Uxsμ≤w]WA úyzC ½ΩδF]¿[εG∩ GpGz∩Ns½¿CAδFe{BJC bBJñA½s[csⁿw∩C Rú∩H bu∩vBJ (BJ 3) ñAzqeΩñ∩Fn½s[cOBn s@OC∩ñΩNX\bsñCpGeΩñΣLAziH∩ NΣ≤OdC Od≥ΩH δFw∩CiαsCd ≤u]t CC C Ot≥ CziH∩Od pH δFNbsñCª]tF eΩñ@Cú sCCpGz∩ qsñ≤ A≥iα∩zUC]oNiαeΩñⁿwCAú ú PsCC÷@Uxsμ≤w]WAúyzC 9 BzPα½ 105 ½ΩδF][ε¿G∩ GpGz∩N[εs½¿μAδFe{BJC bBJñAΘJ÷eñbsñp≤ΩTC {μΩ ≥O[εsH [εO O÷COA]ª qP[εμ ─ pA H N≈cCδFnDeñ iO[εOApªαNCO@¿sΩ ñμ@CCNiOeñ[εOAuID vMμC≤eΩ AO[εOCbCJ sOXAδFsCA]Aeñ[ εOABPuID vMμñΦíPCpGeΩ [HAziHbU@BJiμ@C ssp≤bsñH blΩñAX{bμ@μC bsΩñA N bhsμñX{C ObeΩñδF sμC½s[cΩboμñAN ]tC@sCNc¿sOAu vMμñCϕδFX{∩A z]iH∩ NsμC ∩ΣLμ⌡μ@H δFMw∩uevMμñ lA⌡μ @CªdC AHd[εOΩO ≤CpG≤AδFNo½s[c sñ OCpGSAδFNos sñCMwsíO tºAN≥ ° A t≥h CYs]t@ ≥Mt≥AhΣ°bsí tºA δFNs sC ½ΩδF][ε¿GΩ GpGz∩N[εs½¿μAδFe{BJC bBJñAMwO nb½sceeCbCJ CA]ANΩHiO[εsAO½nC sOXAδFs Cbeñp≤Hq{μΩΦíAzn≤ JñⁿwC O[εs]b²eB v OC δFNOeΩABΦíM²eBJuID vMμñCX PCϕΩOzLkTwA∩C∩nOeΩA²oαT OCi TAHiμ½scC v CδFNú∩{μΩiμCϕzTweΩwiO[εsA∩ C ½ΩδF][ε¿G∩ GpGz∩N[εs½¿μAδFe{BJC bBJñA½s[csⁿw∩C ssp≤bsñH v C δFNls¿P@OC v C δF ANC dC n½s[c w M hAB w, h, month 106 IBM SPSS Statistics 22 Core System ΓU monthG PG w.jan, w.feb, h.jan PG w.jan, h.jan, w.feb pH δFibsñCª]teΩñsΩñCCC ⁿHδFiH AsΩñⁿCª C@A @sCⁿiⁿ[εO sbCpG[εsbAⁿO 1Fºh 0C dC O productCªO²Fß RúClΩG ϕ 20. μ@ñú]μ customer product 1 chick 1 eggs 2 eggs 3 chick ⁿNPúC@π@sC½s[cßΩG ϕ 21. C@ú¼úPⁿ customer indchick indeggs 1 1 1 2 0 1 3 1 0 bdñA½s[cΩiHoß RúC ½ΩδFG¿ oOu½s[cΩδFvßBJCMwn⌡μWμC v Φ½C δFN½s[csCpGzQnΦNeA∩C GpGlΩO[vΩA≥sΩN]O[vΩAúD@[vwbsñ½ w≤C v KWykCδFNΣú ykAKJyk°íCϕzúnNeBϕzQ∩ykAϕzQ xsHßA∩C 9 BzPα½ 107 108 IBM SPSS Statistics 22 Core System ΓU 10 ΘXBz ΘXBz ϕz⌡μ{AGπb@s u°v°íñCbo°íñAziH ΘXCz]iHBzΘXA@≈u]tzºΘXΩσ≤C ÷as²n° ° GX\bu°vñCziHQu°vA⌡μUC@G v s²G v π⌠∩ϕμBϕ v ∩AH≤Gπ v bu°vMΣL{íºíA u°v]tΓG v ¬]teºnΘXC v khO±mpϕμBϕBσrΘXC ziH÷@UºnñA⌡ Yi∩j⌡íμeC π ∩ϕμϕWCziH÷@Uj⌡íμkΣAA!H A M⌠G bu°vñAziH∩aπ⌠π{Oϕμ≥GCo{iHjTεb²ñ πΘXqC Yn⌠ϕμMϕ 1. bu°vj⌡íμñs÷ΓUC 2. ÷@UHϕ∩C 3. b\αϕWA∩G ° > ⌠ 4. ÷@UuºnvuπCWAX]u⌠vC }]uπv¿@ñANϕ{bwg⌠C Yn⌠{G 1. bj⌡íμñA÷@U{W¬ΦC oN⌠{ñGA¼Xºn°C 109 BRúMsΘX ziHQsBBRúsΦíA½sCGC Ynu°vñΘX 1. ∩ºn²ñC 2. N∩ ± úP mC YnRúu°vñΘX 1. ∩ºn²ñC 2. ÷UuRúvΣC 3. b\αϕWA∩G sΦ > Rú ≤ l∩⌠Φí w]AG@}lúOV¬∩⌠CYn≤sΘXl∩⌠ΦíG 1. b\αϕWA∩G sΦ > ∩ 2. ÷@Uu°vC 3. bu lΘX¼AvOñA∩¼ (pAϕBϕBσrΘX)C 4. ∩zn∩⌠Φí∩C ≤ΘX∩⌠Φí 1. bºn²ñA∩zn∩⌠C 2. b\αϕWA∩G μí > a¬∩⌠ μí > mñ μí > ak∩⌠ °ºn j⌡íμúu°vσ≤²CziHj⌡íμAs²úPGABεΣπΦíC zbj⌡íμ⌡μ]jí@A²HºXC v bj⌡íμñ∩ANb²ñπ∩C v pGbj⌡íμñAh²ñ∩AHºC v pGX εj⌡π 110 ºnΘXAhX ÑhñAGúQ⌠C C YnεºnπΦíAziHG IBM SPSS Statistics 22 Core System ΓU v i}BX ºnΘX v ≤∩ºnÑh v ≤ºnπñjp v ≤ºnπñr¼ Yn¼Xi}ºnΘX 1. bzQ¼Xi}ººnAΣ¬ΦW÷@UC 2. ÷@UºnñC 3. b\αϕWA∩G ° > ¼X ° > i} p≤≤ºnÑh 1. ÷@Uj⌡íμñC 2. ÷@UuºnvuπCW¬bAN"]ΓV¬C ÷@UuºnvuπCWkbAN]ΓVkC 3. b\αϕWA∩G sΦ > j⌡ > sΦ > j⌡ > ≤ºnÑho∩AbzºnÑhñºßAoSOC ≤iα∩ ºnÑhA]ziHuºnvuπCW¬BkbΣAlºnÑhC Yn≤ºnjp 1. b\αϕWA∩G ° > j⌠jp 2. ∩ºnjp (upvBuñvujv)C Yn≤ºnñr¼ 1. b\αϕWA∩G ° > j⌡r¼... 2. ∩r¼C 10 ΘXBz 111 sW° ziHbu°vñA[JhAODNsσrBϕBΣL{íΩÑC YnsWDσr ziHbu°vñA[JsσrA ≥ϕμϕúúsC 1. ÷@UϕμBϕBΣL½≤]±bDσrºeC 2. b\αϕWA∩G íJ > sD íJ > sσr 3. s÷ΓUs½≤C 4. ΘJσrC YnsWσr 1. bu°vj⌡íμ²ñA÷@UϕμBϕΣLn±bσrºe½≤C 2. b\αϕWA∩G íJ > σr... 3. ∩σrC YnsΦσrAbσrWs÷ΓUC N½≤KJ° ΣL{íñ½≤A]iHKJu°vñCziHuKbºßvOu∩KWvΣñ⌠≤@ ∩CΓ KW¼AúNs½≤±bu°vñAe∩½≤ßCϕzQ∩½≤KJμí Au∩KWvC MΣN°ñΩT 1. Ynbu°vñMΣNΩTAq\αϕ∩G sΦ > MΣ sΦ > N ziHuMΣMNv⌡μUC@G v jMπσ≤ujM∩wC v qe mUWjMC v jM²Mj⌡íμA¡εjM²j⌡íμC v jM⌠Co]A²ñ⌠≤⌠ (pAw]⌠u vϕμ)AHϕñ⌠ CMμC v ¡εjM°≤n jpgC v ¡εϕñjM°≤nXπxsμeC 112 IBM SPSS Statistics 22 Core System ΓU v bϕñNjM°≤¡ε¡}OCYu°vñ∩]ADϕΣLAh∩ LkC ⌠MϕÑh v hVϕñeiúÑhUÑhúQ°⌠ÑhABYjMñ]t⌠Ao ]N JjM ñC v ⌠]A²ñ⌠ (j⌡íμñO≤AO]tbj⌡íμ¼X ⌠ñ ) Hϕñ⌠CPμAúOw]⌠ (pAw]⌠ CPμ)AOHsΦϕμ∩ ⌠SwCμΦíΓ⌠CPμCpGzT∩u]t⌠vAhjMñu]t ⌠∩C v boΓ ípñAϕtΣ ºßK l¼AC tjMσr⌠úiú ANª πXA² bϕñMΣd≥ YnbϕñMΣ¿≤Swd≥G 1. bu°vñϕA∩@hϕCT{∩ϕCY∩F⌠≤ΣLΘAh ud≥v∩LkC 2. b\αϕWA∩G sΦ > MΣ 3. ÷@Uud≥vC 4. ∩d≥¼G≤Bj≤Ñ≤Ap≤Ñ≤C 5. ∩wqd≥@hC v Yº@]tDr ANΓú°rΩC v YΓírAjMC v zLkud≥vHNC \αúA≤ϕμC \ 136 yϕμzDDAHo≤hΩTC sΘX ΣL{íñ ΘX½≤iHsKJΣL{íñ (pσBz{íΓϕÑ)CziHU μíKWΘXC {íP∩ΘXΘúPAziHUCíμíG meta C WMF M EMF meta μíCoμíA≤ Windows @tC RTF] σrμíC h½∩½≤BσrΘXMϕAíisKW RTF μíC∩≤ϕAbj í{íñAoϕϕμKJϕμAi≤ΣL{íñsΦCYϕej≤σ≤eA ½μBtXσ≤eYεO úA°ϕ∩]w wC \ 186 yϕ∩zDDA Ho≤hΩTC GMicrosoft Word iαLk TaπÑeϕμC vC JPG M PNG vμíC BIFFC ϕMσrΘXiKW BIFF μíΓϕCϕñr δTCμíA≤ Windows @tC 10 ΘXBz 113 σrC ϕMσrΘXisKWσrCo Bz{∩uα¼eσr{í (pqll≤) D C pG{íΣh iμíAªiαúu∩KWv\αϕ²z∩μíAπ iμíMμC sKWh½ΘX½≤ Nh½ΘX½≤KW ΣL{íAAUC¡εG v RTF μíCbjí{íñAϕKWib °KJvC {ísΦϕμCϕB≡¼cM¼ v meta MvμíC∩ΘX½≤KJΣL{íñμ@½≤C v BIFF μíCú]AϕB≡¼cM¼°C zτi yXΘXz Nh½ΘX½≤XΣL{í/μíC ∩s sKWjqΘX]ΣOD μíqAHú@ @tC jϕAziHusΦv>u∩sv¡εs K» τiN∩μíxsns K»w]μíC]wds≤Ñq@ñC XΘX uXΘXvNu°vΘXs¿ HTMLBσrBWord/RTFBExcelBPowerPoint (n PowerPoint 97 ≤s) M PDF μíCz]iHh úPμíXϕC GuX PowerPointvA≤ Windows @tAStudent Version úú\αC YnXΘX 1. ²u°v¿@ñ°í]b°í⌠≤aΦW÷@UC 2. b\αϕWA∩G > X... 3. 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AqU )v@σ≤¼C MμñA∩μíC 3. ÷@Uu≤∩v≤∩wμí∩C JPEG ϕX∩ v vjpC lϕjp±A¬iF 200%C v ૨ÑC NCΓα½¿Γ vC BMP ϕX∩ v vjpC lϕjp±A¬iF 200%C v úYvHε jpC oO@ LlóúY NAipA²úvTvΦC PNG ϕX∩ vjpC lϕjp±A¬iF 200%C CΓ C iMwXϕñCΓCúOH≤ xsϕAúΩCCΓA H \¬CΓCpApGϕ]tT CΓ -- ⌡ΓBΓMΓA zNªxs 16 ΓAh ϕN T CΓC v pGϕñCΓWL v ee CΓAhΓCΓHs ϕñCΓC Ozqú⌡eπCΓC EMF M TIFF ϕX∩ vjpC lϕjp±A¬iF 200%C G: EMF][j¼ meta μíA≤ Windows @tC EPS ϕX∩ vjpC ziH±Φíⁿwlvjp (¬iF 200%)AOziHⁿwve (¬ eP±Mw)CXv@wPlv¿±C ]t TIFF w²vC xs TIFF μí EPS vw²AHbLkπ EPS v{íñπC 10 ΘXBz 119 r¼C ε EPS vr¼BzC hΘX v r¼C pGϕñr¼LkbΘX Nr¼C v HuNr¼C Nr¼α½¿ PostScript uΩCσr¡bisΦ EPS {íñANL kAsΦ¿σrCpGΘX mLkϕñr¼A∩NC mWANr¼C mN °CL YnCLu°v°íeAΓ ∩G π ΘXC uCL²ñeπC⌠]j⌡íμñApGO≤ A⌠≤X ºnhNúLXC ∩C uCLebj⌡íμ/²ñ∩C YnCLΘXPϕ 1. ²u°v¿@ñ°í]b°í⌠≤aΦW÷@UC 2. b\αϕWA∩G > CL... 3. ∩zQnCL]wC 4. ÷@UuTwvNiH}lCLC w²CL uw²CLviDzu°vσ≤C@WNCL$≥Cq bΩCLu°vσ≤ºeAn ²duw²CLvA]uw²CLv²z bu°v²ñiαú AΣñ]AG v v ϕ⌠Ñh v eϕμ v CLbC@WM pGu°vWAewg∩⌠≤Aw²uπ∩ΘXCYnw²ΘXATwb °ñ∩⌠≤C G P MOLbC@MΩTCziHΘJ⌠≤σrAϕ@MCz]iH∩ñ íuπCAíJUCUG v ΘMí v X v °W v DºnO v DMDC v u]¿w]voⁿw]w@su°vσ≤w]]wC] /vMu∩v]w¿w]]wC Go{μu v ºnDOiⁿXUW@@BGBTBM/hºnDC 120 IBM SPSS Statistics 22 Core System ΓU v DMDLXeDMDCziHu°vñuíJv\αϕWuíJs DvAO TITLE M SUBTITLE ⁿOoDCpGzⁿw⌠≤DDAo] wNQ ñC GziHbu∩v∩]∩usΦv\αϕWu∩vu°vWAεs DMDr¼SCbu°vñsΦDA]iH≤{DMDr¼SC YndMbCLW[Abuv\αϕW∩uw²CLvC YníJ P 1. ²u°v¿@ñ°í]b°í⌠≤aΦW÷@UC 2. b\αϕWA∩G > 3. ÷@Uu ... / vC 4. ΘJzQX{bC@W/C G∩ o∩εLXϕjpBCLΘXºí íAHXC v CLϕjpC iεLXϕPwqjpºí∩jpCϕ± (e∩¬±) úⁿ LXϕjpvTCϕπLXjpPⁿ ª°Me¡εC@ϕ F ¬kΣAϕjpNLkAW[A]NLk±íΣl¬C v íºíC εCLºí vT°ñUπC v lXC Hⁿwr}l íCCϕBϕMσr½≤úOOCo]wú sXC v ]¿w]C ∩oⁿw]w@su°vσ≤w]]wC] u/vMu∩v]w¿w]]wC Go{μ Yn≤CLϕjpBsXBCLíí 1. ²u°v¿@ñ°í]b°í⌠≤aΦW÷@UC 2. b\αϕWA∩G > ... 3. ÷@Uu∩vC 4. ≤]wAA÷@UuTwvC xsΘX u°veiHxs μíG v ° (*.spv)Cbu°v°íñπμíC v SPSS Web °i (*.htm)CWeb °iO@ ¼íσ≤AªPjís²eC\hiHqu°v ñoϕ¼íS]iHq Web °iñoCμínP HTML 5 es²C v Cognos Active Report (*.mht)CμínΣ MHT μí Cognos Active Report {ís ²C Ynεxs Web °i∩ANGxsΣLμí]pAσrBWordBExcelA\α ϕWXC 10 ΘXBz 121 Ynxs°σ≤ 1. qu°v°í\αϕ∩G > xs 2. ΘJσ≤WAMß÷@UuxsvC z]iH∩⌡μUC@G ΩwHKb IBM SPSS Smartreader ñiμsΦC YΩwu°vσ≤AziHBzϕ]∩ CPμB≤πÑhÑA²úαsΦ⌠≤ΘXOxs⌠≤≤ IBM SPSS Smartreader]Pu °vσ≤ftWúñu°vσ≤Co]wúvTb IBM SPSS Statistics ñ} u°vσ≤C KX[KC KX[KiO@xsbu°vσ≤ñ≈KΩTC@[KßAuú KXα}σ≤CIBM SPSS Smartreader ]núKXAα}C Yn[Ku°vσ≤G 3. butsΘXv∩ñ∩uKX[KvC 4. ÷@UuxsvC 5. bu[Kv∩ñúKXAbuT{vKXσrΦñ½sΘJ@CKX°W¡ 10 r A r jpgC iGKX@≥óNLkCKX@≥óANLk}C jíKX v 8 HWr C v bzKXñ]trBOIC v Ks≥rr Ap "123" "abc"A]K½ípAp "111aaa"C v únHΩTKXAp ΘO C v w≤KXC GúΣN[Kxs IBM SPSS Collaboration and Deployment Services RepositoryC ∩w[K v pGz}w[KA∩Σiμ∩∩u > xsvAtNHPKXxsw∩C v Yn≤w[KKXA}A½Wz[KBJßAbu[Kv∩ñⁿwú PKXC v }w[KA∩u > tssvAbutsΘXv∩ñ°∩uKX[K vAYixsw[K[KC G[KLkb 21 ºe IBM SPSS Statistics ñ}C 122 IBM SPSS Statistics 22 Core System ΓU 11 ϕ ϕ \hGúiHϕ¿¼íϕC]NOíAziH½sCCBμBMhC GpGznP IBM SPSS Statistics 20 ºeeϕμAh NΣe{ϕμC \ 136 yϕμzDDAHo≤hΩTC ϕ ziHzLUC∩BzϕA]AG v αmCMμ v CMμ v hh v CMμ v πM⌠CBμMΣLΩT v αCMμ v MΣywq ϕ ²ϕμAαBz∩ϕCYnϕμG z 1. s÷ΓUϕμC 2. bϕμW÷@U½kΣAMßq {\αϕñ∩sΦ eC 3. ql\αϕñ∩ub°ñvubúP°íñvC v w]As÷ΓUϕμKABNbu°v°íñϕμA²j¼ϕμúC 186 yϕ∩zDDAHo≤hΩTC v pGzQnP@HWϕAz \ búP°íϕμC Rϕμ 1. ϕC 2. b\αϕWA∩G b > RX ϕμTGCBμhC@iH]th (S⌠≤ )CziHbúPºí A H≤ϕμCYn Au ± zQn mYiC b ≤π Yn≤ϕμ (CBμÑh) πG 1. Y}RXAquϕv\αϕ∩G © Copyright IBM Corp. 1989, 2013 123 b > RX 2. bRXñ CMμ b ± C 1. bϕμ¡ (DRX) ñA÷@UznΣCμϕμC O 2. s mC ∩≤ϕμA⌡μΣLBJG 3. q {\αϕ∩íbºeμ½C αmCMμ pGzuOQnαCPμAit@ μΦkRXG 1. b\αϕWA∩G > αmCMμ o GAϕ≤NC μWANμ CWC Cμ 1. ∩CμANª bP@ (÷@U ½A÷ϕ Shift ΣAH∩O)C 2. b\αϕWA∩G sΦ > s íJsOCpGs÷ΓUsOANiHsΦOσrC GYnNCμsW{sA ²°ssñeCMß]tΣLsOC Cμs 1. bznºCPμsOñ⌠≤@B÷@U½C 2. b\αϕWA∩G sΦ > °s sRúsOC αCμ ziHbϕμhμPhC⌠¡M½πºíαOC 1. b\αϕWA∩G μí > α hμ μí > α hC zuααhμAMhCC 124 IBM SPSS Statistics 22 Core System ΓU C YnϕCG 1. ϕμC 2. ∩ μñn⌠≤xsμCYun@∩CsA∩ s≥xsμC μñGhn 3. b\αϕWA∩G sΦ > C 4. ql\αϕ∩uWvuεvC v pGC]tsAhuvT]t ∩d≥sC v zLksd≥HC v zLkw∩CñπhϕμiμC G\αúA≤ϕμC \ 136 yϕμzDDAHo≤hΩTC íJCMμ YnbϕñíJCMμG 1. ϕμC 2. ∩ϕμñ⌠≤xsμC 3. b\αϕWA∩G emíJ ßmíJ ql\αϕ∩G C μ v bsCsμCxsμñíJ[ (+) iKsCsμ] ⌠C v bt¼ÑhϕμñA ∩híJμCC G\αúA≤ϕμC \ 136 yϕμzDDAHo≤hΩTC εMπ pG]tyzANiHεϕñWBBMπC 1. ϕC 2. b\αϕWA∩G ° > 11 ϕ 125 ° > 3. lql\αϕ∩UCΣñ@∩G v WC. πW]CúπyzOC v C πyzOCúπW ()C v ΓC πW]MyzOC G\αúA≤ϕμC \ 136 yϕμzDDAHo≤hΩTC YnεϕΣLΘX½≤w]πAusΦv>u∩v>uΘXvC yΘX∩zDDAHo≤hΩTC \ 183 ≤ΘXyÑ Yn≤ϕΘXyÑG 1. ϕμ 2. b\αϕWA∩G ° > yÑ 3. ∩Σñ@iyÑC ≤ΘXyÑvT{íú σrApGϕμDBCMμOH}σrCWByz Múⁿ vTC G\αúA≤ϕμC \ 136 yϕμzDDAHo≤hΩTC YnεϕΣLΘX½≤w]yÑAusΦv>u∩v>u@δvC δ∩zDDAHo≤hΩTC \ 179 y@ s²j¼ϕμ Yns²°ís²j¼ϕμG 1. ϕμC 2. b\αϕWA∩G ° > ² ≤ ziH∩≤ϕº±≤≤CoΓ@úuMq±@ϕμH ≤C Yn±≤G 1. b\αϕWA∩G sΦ > Yn≤G 2. b\αϕWA∩G sΦ > 126 IBM SPSS Statistics 22 Core System ΓU GusΦv>uvúA≤ϕμC Ñh ziHNCO (OX)AHúPGϕμπXCoϕμiHQ°h BhhAHz u @hC Mπ Ñh YnÑhG 1. ϕC 2. Y}RXAquϕv\αϕ∩G b > RX 3. N qCμA hC N hhϕμA²uπ@Gu⌠vCziH ϕμOh ϕμCpApG yes/no OObhñAhhϕμKΓhG@Nϕ yes At@ Nϕ no C ≤πÑh 1. qÑhU Mμñ∩O (bϕ¡A úORX)C hO ziHQu C hOvAbϕñ≤hCϕ\hÑhB∩wÑh\hOA∩SO πM⌠ ziH⌠UCxsμ¼A]AG v O v O (]ACμñAΣOxsμMΩμ) v OO (ú⌠Ωμ) v }BDMD ⌠ϕμñCMμ π ϕμñ⌠CMμ 1. b\αϕWA∩G ° > π pNϕμñ⌠CMμúπXC(pGoϕμuϕμevñAwg∩u⌠CP μvAhí CμMQ)C ⌠Mπ O 1. ∩OA⌠≤@OOC 2. qu°v\αϕ {\αϕñ∩⌠ π C 11 ϕ 127 ⌠Mπ ϕμD Yn⌠DG TableLooks uϕμμívO@ΦAwqϕμ[CziH∩²ewquϕμμívA]iHμ]p uϕμμívC v MuϕμμívºeºßAzúiHzLxsμΦA≤YxsμYxsμμíCY bzMsuϕμμívºßAHesΦLxsμμíAMOd¼Cp÷ΩTA \DD 131 yxsμezC v úºAziHNxsμA½]¿euϕμμívwqxsμμíCp⌠≤Q∩L xsμAΣμíúQ½]LCpGuϕμμívMμñAwg∩pπ A⌠≤QsΦL xsμAúeϕμΦA[H½]C v ubuϕμev∩ñwqϕμexsbuϕμμívñCuϕμμívú]AO xsμ∩Cp÷ΩTA \DDyYnsΦϕμμízC Gb IBM SPSS Statistics ñϕμμíLkb 16.0 ≤sñC YnMϕμμí 1. ϕC 2. b\αϕWA∩G μí > ϕμμí... 3. qMμ∩uϕμμívCYnqO²∩A÷@Us²C 4. ÷@UTwANuϕμμívM ∩wϕWC YnsΦϕμμí 1. buϕμμív∩ñAqMμñ∩uϕμμívC 2. ÷@UsΦ [C 3. πϕμeANª ¿zQºßAMß÷@UuTwvC 4. ÷@UuNeϕμ]wsvHxsΦsΦuϕμμívA÷@UutssvANªs¿s uϕμμívC v z∩uϕμμív@∩AuvT ∩wϕC∩LuϕμμívLkM ⌠≤ uϕμμívΣLϕμWAúDzA∩ϕμAMß½sM∩LuϕμμívC v ubuϕμev∩ñwqϕμexsbuϕμμívñCuϕμμívú]AO xsμ∩C ϕμe ziHQuϕμev]wϕμ@δΦBϕμúPí]wxsμíANΦXs¿ uϕμμívCziHG v ε@δΦAp⌠ C (μ)AπCLΦC v ε}OμíM mC v PΩ 128 ñxsμBCBμAϕμΣL IBM SPSS Statistics 22 Core System ΓU ⁿwμíC v εueMCΓAou°¿ϕμC Yn≤ϕ 1. ΣC e ϕC 2. b\αϕWA∩G μí > ϕμ e... 3. ∩ (@δB}BxsμμíBu CL )C 4. ∩zn∩C 5. ÷@UTwMC sΦM ∩wϕWCYnNsϕμeM uϕμμívA AsΦuϕμμív(Quμív\αϕñuϕμμív)C ϕμ úuOM ∩wϕμW eG@δ UCXΦM v π⌠ πϕμWCziHG CμC( CμANϕΣ⌠≤ΩμñAúútΩC) v εnπb°ϕμñw]CCYnbϕμñπCA Cπ ϕμC G\αA≤ϕμC ú{ϕμ°A°∩]Mú v εC±m mAiHb¬WñOJ¼cñC v εjMpμe (HIϕ)C Yn≤@δϕμeG 1. ÷@U@δC 2. ∩zn∩C 3. ÷@UTwMC ]wnπ C G\αA≤ϕμC w]At\hCϕμπbC 100 CYnεϕμñπCG 1. ∩uCπ ϕμvC 2. ÷@Uu]wnπ CvC 3. qϕu°v\αϕ∩uCπ ϕμvMu]wnπ CvC nπ CC ε@πCW¡Cs²εi²zϕμúP Cp 10Cw] 100C μCetC εϕμ BºCCU¡AHπϕμ°CpAYC BC sñ Aⁿw 6 iKbπ°ñ⌠≤sC]wiαy¿π°ñC WLⁿwπCW¡C ϕμ eGN uϕμev∩uNvε}μíϕμσrC }C}OΦ]AGσríMσr mC 11 ϕ 129 v }OíiHOr (1B2B3...) r v }OiH[ (aBbBc...)C σrWA¿WUC σrCziHNσrsWC@ϕμC v ϕzu°vñϕμWΦAbuπúñπσrC v ϕϕμπJIA⌡\¬¬σrC v u°vñuπúuπe 200 r A²O⌡\¬¬πσrC v ϕzNΘXX HTML Web °iAσr@ NσrC AziHNsWϕμCp÷ΩTA \ 186 yϕ∩z eGxsμμí ϕμ Nμí ÑAϕμi¿HU GDBÑhBñ¿BCBμBΩBD}C ∩ϕμ C íAziH∩Σ÷xsμμíCoxsμμí]AσrS]pr¼BjpBCΓB íB⌠¡M½∩⌠BICΓAHhxsμΣtC W (ΩTO)CoúOOxsμSCϕz⌡μϕμRAo xsμμíM OO½nC pA v pGzⁿwμxsμμíΘr¼AhLeμπO≤ ΩTAμúNπ ΘCpGzNμñ t@A úOdμΘSC v pGzuQUCΦíNμ∩¿ΘGbϕñANxsμAMßA÷@UuπCW uΘv÷sC≥LzNxsμ Aª úO ΘA≤ΣL μñ AμNú≥O ΘFC Yn≤xsμμíG 1. ∩xsμμíC 2. qU Mμñ∩@ Ab⌠@ W÷@UC SCz∩MbdWC 3. ∩ 4. ÷@UTwMC NCΓm YnMúPIM/σrΓm ϕμuΩv 1. ∩u vU ziH NCΓmvC NCIMσrnΓmC NCΓmuvTϕμuΩv ϕμ NCG MμñuΩvC 2. ∩ (∩)uIΓmvsñu 3. ∩ CúvTCμ C eGΣ ϕμñCΣ mA∩u°íMCΓCpGz∩L@íAh∩íNSu°C Yn≤ϕμΣG 1. ÷@UΣC 2. pGQ∩Σ 130 mAqMμñAbªWW÷@UAbuv IBM SPSS Statistics 22 Core System ΓU ñA÷@Uu°C 3. ∩u°í∩LC 4. ∩CΓC 5. ÷@UTwMC eGCL ϕμ ziHεϕCLΦpUF v CLÑhBuCLϕμhABNC@hLbúPWC v Nϕμ⌠¡½PAHtXCLjpC v ϕϕμWLwqjp (ú AεpμCC e °) AzLεLXϕμº⌠≤@íñ]tpμC GpGϕμ jLkπb{μWA²WΦΣLΘXASXwq°Aϕ μCLbsWAúpμ]w≤C v ϕϕμLkLbP@AMN UσrOdCziHbCíBAπ≥σrCp GΓ∩ú∩ANúπ≥σrC YnεϕCLΦG 1. ÷@UuCLvC 2. ∩znCL∩C 3. ÷@UTwMC xsμe uxsμvΦM ∩xsμWCziH≤r¼BμíB∩⌠ΦíBΣtMCΓCxsμΦ m½ϕμeF]ApGz≤ϕμeA⌠≤μWMxsμΦúHº≤C Yn≤xsμΦG 1. ϕμAA∩ϕμñxsμC 2. quμív\αϕ {\αϕñA∩xsμ eC r¼I ur¼MIviεϕμñA∩wxsμr¼íBCΓMICΓC μí uμíviε∩wxsμμíCziH∩rBΘBíBf⌠μíA]iH π⌡Wπºp C Guf⌠vμíMμ]tu ⌠vμí]H ⌠}YrH¡ qf⌠μíC w]A qf⌠μíí]ww]rμíAú]tf⌠ΣLqCpwqqf⌠μí÷ΩTA \ 183 yf⌠∩zC ∩⌠ΦíΣZ u∩⌠ΦíMΣtviε∩wxsμñ⌠¡M½∩⌠AH xsμWBUB¬MkΣtC uVXv⌠¡∩⌠ΦíiNUxsμ¼∩⌠eCpAΘVk∩⌠A σrhV¬∩⌠C 11 ϕ 131 }MD ziHbϕμñsW}MDC]iH⌠}DB≤}OMN}½ssC sW}MD YnbϕμñsWDG 1. quíJv\αϕñA∩uDvC ϕμW⌠≤@úiH[J}CYnsW}G 1. bϕñA÷@UDBxsμBDC 2. quíJv\αϕñA∩u}vC 3. bú íJ}σrC Yn⌠π D Yn⌠DG 1. ∩DC 2. qu°v\αϕñA∩u⌠vC Ynπ⌠DG 1. qu°v\αϕñA∩u íπ Yn⌠π vC ϕμñ} Yn⌠}G 1. b]t} xsμW÷@U½kΣAq {\αϕñ∩⌠} 2. bϕμ} ñ∩}Aq {\αϕñ∩⌠C G∩≤ϕμA∩ϕμ} n⌠⌠≤}uiúveC Aq {\αϕñ∩sΦ}AMß°∩]Múz pGxsμñ]th}AßΦk∩a⌠}C Ynbϕμñ⌠}G ñ} (÷@U ½A÷ϕ Shift Φí∩})Aqu°v 1. ∩ϕμ} \αϕñ∩u⌠vC G∩≤ϕμA∩ϕμ} Aqu°v\αϕñ∩⌠C Ynπ⌠}G 1. qu°v\αϕñ∩uπ }vC }O ziHzLu}OvA∩ΣLr }C w]Aϕμe]wA}OiαO Cr rCz]iHⁿúSϕOCϕz∩}½ssw∩ObrPr ºí½A SϕOúⁿ vTCOrr πAH}OUW mA uϕμev ∩u}vεCp÷ΩTA \DD 129 yϕμeGNzC 132 IBM SPSS Statistics 22 Core System ΓU Gp≤ϕμñ}OA \ysΦϕμñ}zC Yn≤}OG 1. ∩}C 2. quμív\αϕñA∩u}OvC NASϕO¡Γr CAbϕμ} ñAπSϕO}u²≤π C r r}A]≤SϕOiα½sC}MμñC }½ss ϕz½CBμBÑhHα½ϕμA}iα CYnN}½ssG 1. quμív\αϕñA∩u}½ssvC sΦ ϕμñ} ∩≤ϕμAziHusΦ}v∩ΘJ∩}σrPr¼]wB≤}OAH∩ a⌠Rú}C ϕzbϕμñíJs}AusΦ}v∩}CYnusΦ}v∩sΦ{ } ( ús})G 1. ÷ΓUϕμ} Aq\αϕñ∩Guμív>usΦ}vC OC w]Aϕμe]wA}OiαO Cr rCYnⁿúSϕOAub uOvμñΘJsOCϕz∩}½ssw∩ObrPr ºí½ASϕOú ⁿ vTCOrr πAH}OUW mA uϕμev∩u }vεCp÷ΩTA \DD 129 yϕμeGNzC YnNSϕO≤OA½kΣ÷@UusΦ}v∩ñOAq {\αϕñ∩ }OAMßbu}Ov∩ñ∩uOvC }C}eCπeMXFer¼PI]wCur¼vl∩Ai≤O}r¼ ]wCp÷ΩTA \DDy}r¼PCΓ]wzCbuxsμev∩ur¼Iv ñAiNμ@ICΓM}A]i∩Σiμ≤Cp÷ΩTA \DD 131 yr¼ IzC iúC w]A}iúC°∩]Múuiúv∩i⌠}C }r¼PCΓ]w ∩≤ϕμAziHuμív∩≤@h∩}r¼tCBíBjpCΓG 1. busΦ}v∩ñA∩ (÷@U)u}v⌠μñ@h}C 2. ÷@Uuμív÷sC N∩r¼tCBíBjpPCΓM∩C ICΓB∩⌠ΦíPΣtibuxsμev∩ñ]wAM}CzLkO}≤o ]wCp÷ΩTA \DD 131 yr¼IzC 11 ϕ 133 Ωμe u]wΩμevONΩxsμ]¿PeC Yn]wΩxsμeG 1. b\αϕWA∩G μí > ]wΩμe... 2. ΘJμeC ≤μe 1. ÷@U μΣC πϕñ⌠Σ pGϕμΣhbQ⌠AziHNª πXCo ÷C AiH≤μeºu@Ao±e 1. qu°v\αϕñA∩u⌠μuvC ∩ϕñCBμPxsμ ziH∩πCμAⁿwΩPOxsμºXC Yn∩hxsμG ∩ > Ωxsμ v ⁿ∩Cμ°iα≤VϕμDs≥ C v ∩≤ϕμAziHP÷ϕ Ctrl ΣP Alt Σ÷@UCμA∩CμC CLϕ X]vTϕCLGA²OziH≤ϕAεo]C v ∩≤hVϕ]hÑhϕμ ÑAziHCLÑhuCLh]oú@ hC \ 131 yϕμeGCLzDDAHo≤hΩTC v ∩≤°eϕ ÑAziHμπϕμjpAHtXAεϕμjB mC \ 131 yϕμeGCLzDDAHo≤hΩTC v ∩≤ e °BLkCL¿@ϕμAziHεϕμ mC ziHuv\αϕWuw²CLvAdϕCLGC εeM°ϕμϕμμ pGϕ e °AHPLkCLbwqWAϕAHKL¿hqC(∩≤ xsμíA ípG¼≈Aq¿LbP@WC)ziHG v εj¼ϕμq v ϕμAnD 134 }lCμC Cμ sb@C IBM SPSS Statistics 22 Core System ΓU e v πϕμjpAHXwqC YnⁿwCLºϕCMμ YnⁿwNCμO b@ 1. ∩nsb@CμC(÷@U[H A÷ϕ ShiftA∩CμC) 2. b\αϕWA∩G μí > I > Ob@ G∩≤ϕμA∩uμív>uO b@vC Yn°ñIPO ziH]wO b@s πñIPO b@sC 1. b\αϕWA∩G μí > I > π I ñIπ½⌠¡μCO b@sπ ΓΣ ϕΓx C GϕμúΣπIO b@sC YnMúñIPO b@s YnMúñIG 1. ÷@U½ñI¬μñ⌠≤xsμA÷@U⌠¡ñIWΦCñ⌠≤xsμC G∩≤ϕμAz ÷@UμCxsμC 2. b\αϕWA∩G μí > I > MúIs G∩≤ϕμA∩uμív>ubúvC YnMúO b@sG 3. ∩ⁿwsμCC 4. b\αϕWA∩G μí > I > MúIs G∩≤ϕμA∩uμív>uúO b@vC ϕzα½sC⌠≤CμAhMúñIPO b@sCμúA≤ϕμC qϕϕ 1. s÷ΓUϕAªC 2. ∩znπbϕñCBμxsμ 3. b∩w 4. q ñ⌠≤ mWA÷@U½kΣC {\αϕñ∩A∩ϕ¼C 11 ϕ 135 ϕμ ziH∩Nϕμe{ϕμ (b 19 ñπ\αϕμ)AΣP IBM SPSS Statistics 20 ºe eCϕμe{tiα±CAuϕznP 20 ºee Cp÷p≤ ϕμΩTA \ 186 yϕ∩zC 136 IBM SPSS Statistics 22 Core System ΓU 12 ¼ íGNH¼e{AH°Sϕ¼πbuΘX°vCπbuΘX°v°úO @i¼°Cμ@¼]t\húP°CziHbu¼°vñ¼AP¼¼ πi¼°Cz]iH∩CLMX¼ñ°C Pí¼ YnPí¼Az ²ªG 1. s÷ΓUíC 2. b¼W÷@U½kΣAMßq {\αϕñ∩sΦ eC 3. ql\αϕ∩ubúP°íñvC íbu¼°vñπíC \y¼°zDDAHo≤hΩTC ¼° u¼°vO@¼íuπAπi¼°MsΦ¼°[C]p÷πu¼° vΩTA \ yPí¼zCu¼°vΓ úPíG v Dn/ U°C bo íñADn°πbu¼°v¬ΣCDn°π¼ñí @δ°]p⌠⌠CDn°¡iα]t@HW¼°CbDn°UU Mμi ²zqiDn°ñ∩C U°πbu¼°vkΣC≤uπ@δ°Dn°AU°q π¼ñ ≤h °]]AϕμCMDn°@AU°iα]t@HW¼°CbU° UU Mμi²zqiDn°ñ∩CU°]iHw∩bDn°∩ πⁿw° CpA°¼¼ wAziH∩Dn°ñIHbU°ñπ ϕμC v @ @°AtYñC bo íñuα @°AΣL°hOzLu¼°v¬Yñ sCC°úπí¼°C ⁿw°πM≤¼{Cp÷ⁿw¼ΩTA \¼{σ≤C ¼°ϕμ πbu¼°vñϕμúOϕCzúiHBzoϕμA²OiHBzϕC ]w¼e bu¼°vñAziH]w¼ⁿweC \ 138 y¼ezDDAHo≤hΩTC s¼° A]iHbu¼°vñsO¼°C TC © Copyright IBM Corp. 1989, 2013 \ 138 ys¼°zDDAHo≤hΩ 137 ¼ e zu¼°vA∩G > e > CL° Cíú÷Φ²zquΘX°vñⁿwCL°C w]AuCLX{buΘX°v °Cu@Dn°A B]u@Dn°Cz]iHⁿwCLi¼°Co]A Dn°PU°] Dn°ñ∩eU°úAo°úCLCNAz ]iHbu¼°v¡CLO¼°Cp÷ΩTA \DDyCL¼zC s¼° qu¼°vñusΦv\αϕAziHseπDn°eπU°Cuαs@ ¼°CziHN¼°KJuΘX°vAHßH°e{O¼°AibuOsΦv ñsΦ°CKJuΘX°v²ziHPπh½¼°CA]iHKJΣL{íAh°i απvϕμA°{í wC CL¼ qu¼°vCL ziHbu¼°v¡CLμ@¼°C 1. bu¼°vñíC \ 137 yPí¼zDDAHo≤hΩTC 2. pGiHAq\αϕñ∩u°v>usΦívC 3. bDn°U°ñ]°zQnCL¼ wu@δvuπCΓLA÷@UCLC(pG πΓLAqu°v\αϕW∩uΓL>@δvC) GpGzu¼°vúΣCLAh∩uv>uCLvC quΘX°vCL ϕzquΘX°vCLAⁿw¼CLqM≤¼ΦCíiH]w¿uCLπ° CLi¼°C \y¼ezDDAHo≤hΩTC X¼ w]AϕzquΘX°vX¼A¼°]túO U¼¼SΦεCp¼ e÷ΩTA \y¼ezCXAziH g]w¿]t¼°ueX{¼ °CbuXΘXv∩W÷@Uuσ≤vOñu≤∩...vCpX∩÷ΩTA \ 114 yXΘXzCNA¼°]]AϕμúXϕCτN Dn° ñ∩eU°úXC 138 IBM SPSS Statistics 22 Core System ΓU N¼ñμxssΩ ziHNíñμ xssΩC 1. bu¼°vñíCp÷ΩTA \DD 137 yPí¼zC 2. b\αϕWA∩G ú > μ∩]¼ΘJ ΩWC ⁿw ΩWCΩiP@Ñq@ñºß≥@A²OúxsA úDSObÑq@⌠ºexsCΩWXRWWhCp÷ΩTA \DD 44 yWzC ½nNwxssΩ ziH w½nϕñΩTANwxssΩC 1. bu¼°vñíCp÷ΩTA \DD 137 yPí¼zC 2. b\αϕWA∩G ú > μ∩]w½n W¡C ]tú Fⁿw½nwC ½nj≤C ]tú∩½nj≤ⁿwwC 3. ÷@UuTwvºßAX{usΩv∩C ΩWC ⁿw ΩWCΩiP@Ñq@ñºß≥@A²OúxsA úDSObÑq@⌠ºexsCΩWXRWWhCp÷ΩTA \DD 44 yWzC X° X¼ Xíú÷≤Xñ¿¼PX απΘΩTC ziHDn]W°uπC∩O X ¼CYzXAh]iH ∩X WhCWz≤únD½s⌡μíFúLAtNo∩xsí AH@M/Uσ í⌠ CΣ]vTqX°X PMMLC XWhCt⌡μXAiWhX ≥¼wAHpΓXC v ziHδ B¬≈v¬¡í≈vX OXwCδ ∩≥íñ ¬≈vOC¬≈vb≥íñ∩F μ@¬≈vOC¬¡í≈v b¡ípΓ≥¼O≈vA∩π¬OC v t≥¼¡íñ AX s≥XwC ¼míqWμϕñw]C≤X Wh½spΓíTAB≤síT °C]≤suw½nvϕCYw∩ íAh εC π XWhC Y∩AhbíΦϕñπiX WhGC]≤su¿ ¼TvϕAHπCδ Φk μC 12 ¼ 139 ¼Kn u¼Knv°O@ AXΦMtº@²KnC ΦCϕπP ¼μ ¼±Lß¼TCTVjAhíVFuv í ¬TC∩≤O ÑATÑ≤wP[εO²±C∩≤s≥ ÑATÑ≤N 1 εhw¡í∩ t]wεh[εoX¡í∩Pwd≥]jw εhpw±vC ∩≤ Bagging X ÑA íO≤πΘVm jíC∩≤ Boosted X ÑA íO @¿¼C μ íNϕ⌠≤íTANO²ⁿwσ¼OCtúpΓs≥μ íC tºCϕπ≤Xº¿¼ºíuNútºvAHVjNϕtºVjμíϕCoO@ ≥íºíwtºqCBoosted XíLktºA]úπs≥tºC w½n @δ ÑAzQnNJI½bL{ñ½nwμ A{≤ ñú½nwμ Cw½ni≤UzⁿX⌠íUw∩½nAHF¿C ≤ΣñúO∩ A]πñwM 1.0Cw½nPíTL÷CouAiμwUw ½nA úAwO TC XííLkw½nC¿¼wiαtºA²tiHw∩@ ≤¿¼wpΓΣ½nC w ≤∩Φkw∩úPA]¿¼w]tºCuwvO @ πXñ¿¼wt¼pICCINϕ@htw¿¼Cw eb y bWA εCF] ≤Oh¿íwA O ¿¼wCtπe 10 wC @δ ÑA X{wNϕΣ½n¬C∩≤Lkb¿¼ñ A≤C úPwΦkAhú ¿¼T ϕO@ ¿¼wTICCINϕ@hb y bWTÑ¿¼CN ½σ ⌠@IWAYioO∩¿¼÷ΩTC uCWπgLmΓsXXu°AH πOC ¼Mμ ¼Cb≤º¼∩u A ¼CpG≤X WhAK≤sϕC Boosted XCtπ Boosted XΘuC ¿¼ Ω ϕμπ¿¼ΩT] CCC w]AtHWís¿¼CziH ⌠≤μA WεCC íC@Nϕ¿¼rC 140 IBM SPSS Statistics 22 Core System ΓU TC ±μíπΘTC ΦkCΦkC wC≤¿¼wqC íjpC¼jp°Φk wG∩≤≡¼c ÑA¼jpO≡¼cñIF∩u¼ ÑA¼jpOYF∩≤½g⌠⌠ ÑA¼jpOXBC O²CVmñΘJO²[vC Ω °πwúμ AHbíΩ (ADP) BJñl α½μ Φí÷ΩTCw∩Cwα ½úμ AϕμCXμ WBRϕñμ ñΓAH ADP BJ @Ct μ Wr HWΦíμ C YπuRú≈sv@AhϕwNWL (¡í 3 t) s≥w]C ¼° u¼°vCXCíAú÷¼KnC CμDπ≤μ vH⌡μ ¼mC TC A xsμYC÷ΓU⌠≤AY}u¼° ±μíπΘTC íjpC¼jp°Φk wG∩≤≡¼c ÑA¼jpO≡¼cñIF∩u¼ ÑA¼jpOYF∩≤½g⌠⌠ ÑA¼jpOXBC O²CVmñΘJO²[vC 12 ¼ 141 142 IBM SPSS Statistics 22 Core System ΓU 13 ΘX∩ ΘX∩NμíΣL≤M@ñu°v°íeCiHM≤]AG v ∩°½≤ v ∩¼ΘX½≤]pAϕBΘxBϕ v ≥≤°≤íϕíϕe v j⌡]²íμe ziHiμ≤¼]AG v Rú½≤ v ½≤]sW sΦk v ≤½≤iúe v ≤j⌡σr v αmϕñCMμ v ≤ϕ∩h v °≤íϕí≤ϕñ∩ Θ SwΩμμí]pA²πúp≤ 0.05 YnⁿwΘX∩G 1. q\αϕñA∩G{í > íΘX 2. bu°vñ∩@HW½≤C 3. bu∩v∩ñ∩Qn∩C]z]iHb}∩ºe∩½≤C 4. buíΘXv∩ñ∩QnΘX≤C íΘXG∩ uíΘXG∩v∩ⁿwzbuíΘXv∩Wⁿwº≤≥∩hC z]iHb}uíΘXG∩v∩ºß∩u°vñ½≤C ¡∩C≤MX∩h∩½≤C v ∩@ß@ⁿOCpG∩Ah≤Mß@{ΘXCpG∩Ah≤M{ SwΩCpApGuWvv{TΩAB∩GΩAh≤M ΩCp Gz≥≤∩KWykAh∩∩ {GΩCpG∩h{ΘXAh∩M u°vñ ΘXOß@ΘX ⌠{C v ∩@sCpG∩Ah∩ñ½≤ú°DnuíΘXv∩Wμ@sCpG∩ Ah∩½≤°O∩ABziHO]wC@½≤eC ¼ ½≤C≤MXⁿwh∩¼½≤Cϕbu°vñ∩μ@½≤ ¼A∩iC½≤¼]AϕμBiBΘxBϕB≡¼cBσrB¼j⌡YC l¼ ½≤C≤MPXⁿwhº∩ϕμPl¼ϕμCϕbu°vñ ∩μ@ϕμl¼A∩iCpA∩iH]AΓOuWvvϕμA úOuWvvϕμP uívϕμC © Copyright IBM Corp. 1989, 2013 143 π ⁿW½≤C≤MπXⁿwhºⁿW½≤C v hC∩u]tvBuTvBu}l≤vu⌠≤vC v CWPΣbu°vj⌡íμñπWPC v ≤sC∩u°vñXⁿwⁿwh½≤C íΘX uíΘXv∩ⁿwzQnbu°vñ∩∩ΘX½≤iμ≤C ΘX≈CLkΘX∩Bz{iμ≤CYnOdlu°vσ≤A≈ C ∩P e ziH∩½≤½≤sMμ zbu°vñ∩½≤zbuíΘXG∩v∩ñiμ ∩MwC ∩C∩½≤¼º{sWCϕ∩σrºßtAbAñπA≤Mu° vñ@ ½≤ { ΩCpA″Frequencies(2)″ N≤Mu°vΘXñuWvv{ GΩC ¼C½≤¼CpAΘxBDBϕμBϕC∩≤Oϕμ¼A]πϕμl¼C RúCⁿwO Rú∩C iúCⁿw∩ iú⌠Cw]∩Ou {¼vAoϕOd∩{μiúeC eCnM∩≤KnC sWCNCsWMμA}uΘX∩G∩v∩CziHbu°vñ∩ΣL½≤Aⁿw∩ °≤C sCs∩CC VWPVUCbMμñN∩CVWVUC]bß≥Cñⁿw≤iH∩gb²eC ñⁿw≤AHiH½nC e≤°iCπJu°vñ≤ϕμC ½≤ e ziHqu½≤ev qu∩Pev Pev qñ∩CMwC qñAⁿwQn∩C@∩iμ≤Cie u∩ ⁿOCpG∩Oⁿμ@{AhoO{WC∩iH]AP{hΩC ¼C½≤¼C l¼CpG∩Oⁿμ@ϕμ¼Ahπϕμl¼WC j⌡CP∩÷pºj⌡íμñCziHNσrANΩTsWCp÷Ω TA \DDuíΘXGPσrvC 144 IBM SPSS Statistics 22 Core System ΓU ssμíCN ss vC rBr ¿rsW∩ñ½≤Cp÷ΩTA \DDuíΘXG ϕμDC@HWϕμDCziHNDANΩTsWDCp÷ΩTA íΘXGDvC ϕμμíC≤ϕμuϕμμívCp÷ΩTA \DDu \DDuíΘXGϕμμívC αmCαmϕμñCMμC hC∩≤thϕμAw∩C@hπ C °≤ííCϕμ°≤íí≤Cp÷ΩTA \uϕμívC C ∩μϕμeCiμπ≤U MμñCϕ∩]tμ@ϕμl ¼A∩iC ΦVCⁿwϕμΦVC σrCziHNσrsWC@ϕμC v ϕzu°vñϕμWΦAbuπúñπσrC v ϕϕμπJIA⌡\¬¬σrC v u°vñuπúuπe 200 r A²O⌡\¬¬πσrC v ϕzNΘXX HTML Web °iAσr@ NσrC eCΘxBDσr½≤σrCziHNσrANΩTsWσrCp÷ΩTA uíΘXGPσrvC \DD r¼CΘxBDσr½≤ñr¼C r¼jpCΘxBDσr½≤r¼jpC σrCΓCΘxBDσr½≤σrCΓC ϕd C≤ϕϕdAHuϕOd∩vϕúC ϕOíϕC≤HuϕOd∩vϕíϕC jpCϕP≡¼cjpC σrñSϕ ziH]ASϕAHb σrμ ñíJΘBíΣLC )DATE {μΘAí dd-mmm-yyyyC )ADATE {μΘAí mm/dd/yyyyC )SDATE {μΘAí yyyy/mm/ddC )EDATE {μΘAí dd.mm.yyyyC 13 ΘX∩ 145 )TIME {μ 12 pεíAí hh:mm:ssC )ETIME {μ 24 pεíAí hh:mm:ssC )INDEX wwq Cp÷ΩTA \DDuíΘXGss vC )TITLE ϕμj⌡σrC )PROCEDURE ϕμº{WC )DATASET ϕμΩWC íJ½μC \n íΘXGPσr uíΘXGPσrv∩NσrANσrsWj⌡Bσr½≤ϕμDCªⁿ wj⌡Bσr½≤ϕμD JP±mC NσrsWσr½≤CziHb{σrºeºßsWσrAN{σrC sWssCsW r Br¿rCziHN ±m≤σrºeºßCz]iHⁿw@H Wr A@σrP ºíjr Cp μí÷ΩTA \DDuíΘXGss vC íΘXG uíΘXGss v∩ⁿw ¼G μílC iHOrBpgjgr Bpgjg¿rC lCliHOw∩∩¼ YnbΘXñπ C Az ⌠≤C b∩½≤¼uíΘXGPσrv∩ñ∩sWss v Yj⌡A∩uíΘXv∩ñuevμj⌡C v YϕμDA∩uíΘXv∩ñuevμϕμDC v Yσr½≤A∩uíΘXv∩ñuevμ eC íΘXGϕμμí uϕμμívO@ΦAwqϕμ[CziH∩²ewquϕμμívA]iHμ]p uϕμμívC v MuϕμμívºeºßAzúiHzLxsμΦA≤YxsμYxsμμíCY bzMsuϕμμívºßAHesΦLxsμμíAMOd¼Cp÷ΩTA \DD 131 yxsμezC v úºAziHNxsμA½]¿euϕμμívwqxsμμíCp⌠≤Q∩L xsμAΣμíúQ½]LCpGuϕμμívMμñAwg∩pπ A⌠≤QsΦL xsμAúeϕμΦA[H½]C 146 IBM SPSS Statistics 22 Core System ΓU v ubuϕμev∩ñwqϕμexsbuϕμμívñCuϕμμívú]AO xsμ∩Cp÷ΩTA \DD 128 yYnsΦϕμμízC íΘXGjp uíΘXGjpv∩εϕP≡¼cjpCziHⁿw¬Pe]H C B TIμ ϕμí uϕμív∩ⁿwSw°≤≤ϕe°≤CpAziH²πúp≤ 0.05 ΘB⌡ΓCiHquíΘXv∩qSwp{∩ñsuϕμív∩C v iHquíΘXv∩qSwp{∩ñsuϕμív∩C v Σuϕμív∩p{∩u÷vBuμeϕvBuqϕμvBuí vBuWvvBuΦkvBuukvu¡ívC ϕμCM°≤@HWϕμCϕzquíΘXv∩ñs∩A@∩OuA ϕμvCϕzqp{∩ñs∩AiHq{MϕμMμñ∩ϕμ¼C Cwqϕμ HjMX°≤ºCμCziHqMμñ∩@AΘJ@CMμ ñúⁿΘXyÑvTABM\hCMμñiM≤ϕμ¼C v Cπ{μΘXyÑ⌠≤o∩ÑCμGuWvvBupvB″N″C v ¡íCπ{μΘXyÑu¡ív∩ÑCμC v ñ π{μΘXyÑuñ v v v∩ÑCμC ±Cπ{μΘXyÑu±v∩ÑCμC tCπ{μΘXyÑ⌠≤o∩ÑCμGutvButvBu tvC v ÷Cπ{μΘXyÑ⌠≤o∩ÑCμGuwπ R ¡ΦvBu÷Y vBu÷vBu (Pearson) ÷vBuR ¡ΦvC v πCπ{μΘXyÑ⌠≤o∩ÑCμGujπvBuÑiπ ]ΣvBuδTπvBuδTπ]μΣvBuδTπ]ΣvBuπvBuπ ]μ vBuπ] v v ΩμC]AΩμC CⁿwO jMCBμ]GAHoπⁿwC °≤CⁿwnMΣ°≤Cp÷ΩTA μí CⁿwMX°≤ºϕμΩμ ívC \DDuϕμíG°≤vC μíCp÷ΩTA \DDuϕμíGμ sWCNCsWMμC sCs∩CC VWPVUCbMμñN∩CVWVUC]bß≥Cñⁿw≤iH∩gb²eC ñⁿw≤AHiH½nC 13 ΘX∩ 147 °≤íí°iCπJu°vñ≤ϕμCϕqp{∩ñsuϕμív∩ A∩iCuíΘXv∩πO∩H°iC ϕμíG°≤ uϕμíG°≤v∩ⁿwM≤°≤CΓ∩C v ¼ C@°≤Obuϕμív∩uvμñⁿwC∩Ow]C v ≥≤UC°≤Cbuϕμív∩ñuPvμⁿwϕμ C C AMΣXⁿw°≤ Mμ]t±ϕíApTBp≤Bj≤ºíC v ∩i≤n@±ϕíCpAziHMΣPj≤ 0.5 º∩÷C v ¬PCOⁿwϕμ ñ¬PC n C v t≥Cbⁿwϕμ OπC ñMΣt≥C ϕμíGμí uϕμíGμív∩buϕμíG°≤v∩ñⁿw°≤AⁿwnM≤C ϕμμíw]CpG²eΓ ΘX∩iμ⌠≤μí≤Ahoϕ≤iμ⌠≤μ Σw]μíC í≤CpG²ewiμ⌠≤≤Ahoú≤ANⁿvTϕμ Msμí CMⁿwμí≤Cμí≤]Aπr¼íPCΓBICΓBμí]]A ΘMípC MCⁿwM≤ϕμ C v ¡ΩμCN≤MX°≤ϕμΩμC v π μCN≤M]tX°≤ºΩμπμC∩]AμC v πCCN≤M]tX°≤ºΩμπCC∩]ACC NCNNⁿwsC∩≤¡ΩμA∩NX°≤OΩμC∩≤πCPπ μA∩NCμñC 148 IBM SPSS Statistics 22 Core System ΓU 14 ⁿOykBzΦí jjⁿOyÑi²zxs\h@qu@Cª]úíb\αϕM∩ñS\αC jíⁿOAúOzL\αϕM∩sCM ⁿOM∩AouαzLⁿOyÑαC AⁿOyÑ]α²zΓu@sbykñAHKΘß½RAzLu í@u@vAbu@ ñ⌡μC ykuO@σrAΣ]tⁿOC÷MziH}yk°íAMßAΘJⁿOA²OpGα²{í≤ UzykAq ±e÷CYnzL{íykAUC⌠≤@ ΦkG v q∩KWⁿOyk v qΘXΘxsyk v qΘxnⁿñAsyk úΓ í ⁿOyk GHμW PDF mⁿOyk ΓUníπX πuívt ñA]iHquív\αϕñoC ÷@U F1 ΣAziHeyk°íñºⁿOe PíuívC ⁿOykWh ϕzb@ÑqíqⁿOyk°íñ⌡μⁿOAN⌡μ¼ííC ¼íñⁿOWμXUCWhG v CⁿOú qs@μ}lCⁿOi≤ⁿOμ⌠≤@μ}lA n Hhμ≥Cíp END DATAA ⁿO ≤Ω ß@ⁿOμ@μ}lC v CⁿOúHyI@ⁿOεr C²Onñ BEGIN DATA εr s≥WμC v ⁿOεr ⁿOß@D r v bSyI@ⁿOεr ípUA@μ AHKμΩQ°μ@ C μQ¬ⁿOεr C G∩≤PⁿO⌡μΣLíe Ñ]]Ab¼íÑq@ñH INSERT INCLUDE ⁿO⌡μⁿ OACμⁿOykúúWL 256 r C v jíⁿOú v W Huj (/)C²OⁿOñA@ⁿOºeuAq O∩C π≈XC v σrpGJ AAN ±bY@μϕñC v úzΩOyÑ⌠ O$≥Aú yI (.) ϕpIC v W pGOyIAiαy¿ⁿO (zL∩) ⌡μ WAb@δípUKp@C Czúα∩AXo ⁿOykú jpgA BhⁿOiHTr YgC≤ⁿOμhS¡εCA iH[J μA Bunα[J μaΦ (pueßBAeßBΓNBΓleßAWº í)ANiHμCpA FREQUENCIES VARIABLES=JOBCAT GENDER /PERCENTILES=25 50 75 /BARCHART. and © Copyright IBM Corp. 1989, 2013 149 freq var=jobcat gender /percent=25 50 75 /bar. úú PGAHiH ½C INCLUDE ∩≤g INCLUDE ⁿO⌡μⁿOAMσíykWhC UCWhA≤σíñⁿOWμG v ⁿOñⁿO q@μ}lCpGznYⁿOWμHⁿOM÷¬AziHb@μ [ (+) ε (-)C v pGⁿOFμº°AhCs≥C 1 μ v ⁿOεr Od C iHN∩C v CμúαWL 256 r Fhlr NQIC úDzwgπ INCLUDE ⁿO{ⁿOAziα ½¿ INSERT ⁿOA]ªiH]tX⌠ @WhⁿOCpGz N∩KJyk°íAú ⁿOykA≥ⁿOμíNiA≤⌠≤ @ @íCp ΩTA \m ⁿOyk ΓUn(]iHquív\αϕñσ≤ PDF μí)C q∩ⁿOyk ykμΦíANOQ∩ ∩AAΓ∩ykKJyk°íñC b°Rñ CBJKWykAzNiH@u@HKbΘß½iμRAQus@{ívA⌡μ u@C byk°íñAziH⌡μwgKWyk[HsΦAsJykC q∩KWyk 1. }∩AB[H∩C 2. ÷@UuKWykvC tNⁿOykKJⁿwyk°íñCpGzS}yk°íAtN}syk°íAN ykKJ°íñC w]AtNykKß@ⁿOºßCziH∩NykKσb mA O g∩ykCziHbu∩v∩uyksΦvñⁿw]wC ΘXΘxñyk úF∩ºAz]iHsu°vΘxⁿOykAykCYnoΦkAz b⌡μRºeA²bu°v]w (usΦ\αϕvBu∩vBu°v) ñA∩uπ ⁿ O≤ΘxvCMßCⁿON≥RΘX@X{bu°vñC byk°íñAziH⌡μwgKWyk[HsΦAsJykC YnqΘXΘxsyk 1. b⌡μRºeAq\αϕñ∩G sΦ > ∩... 2. bu°vWA∩uπ 150 ⁿO≤ΘxvC IBM SPSS Statistics 22 Core System ΓU RAzq∩∩ⁿONO²bΘxWC 3. }²exsykAsCYnsykAq\αϕñ∩G > s > yk 4. bu°vñAs÷ΓUΘxªC 5. ∩zQsσrC 6. qu°v\αϕ∩G sΦ > s 7. byk°íñAq\αϕñ∩G sΦ > KW yksΦ uyksΦvúMBsΦM⌡μⁿOyk ]p⌠ CuyksΦv\αG v ¿C ϕzΘJAiqePíMμñ∩ⁿOBⁿOB÷Σr÷ΣrCzi∩ zúMμAObnπMμC v mΓsXC wδⁿOyk (ⁿOBⁿOB÷Σr÷Σr) gLΓmsXA]z@Nα δδCA\h úyk (pú ) ]gLmΓsXHKtOC v IC zibSwI ε⌡μⁿOykA²ziHdΩΘXßA≥C v C ziH]wAHKts²j¼ⁿOykC v YC ziHⁿq∩KWºykYíAHμízykC v vB¿C ziHvB¿CⁿOykA÷@UKαeiU@ⁿOC G ΦC kV¬yÑA bu∩v∩uyksΦvW∩u kV¬yÑv yksΦ°í uyksΦv°í¿ G v sΦíμOuyksΦv°íDníA]OzΘJMsΦⁿOyk v Gutter bsΦíμ AπpμsPñI mC mÑΩTC v s²íμb Gutter MsΦíμ¬ΣAπuyksΦv°íñⁿOMμAB÷@UNαs² ⌠≤ⁿOC v íμbsΦíμUΦAπ⌡μ C Gutter e μsBñIBBⁿOd≥MMiⁿπbyk°ísΦíμ¬Σ Gutter ñC v μú]t≤ INSERT INCLUDE ⁿOñ svπ⌠μsC v v ⌠@íñCziHq\αϕ∩u° > πμ IibⁿwI ε⌡μABb]wIⁿO H⌡ΓΩΘϕC bⁿOykñOSwμAH≥ⁿw r (1-9) ΦϕCϕσbb WAπⁿw XPW (Y)C v ⁿOd≥OúⁿOμlBM B°ⁿC. ziHq\αϕ∩u° > πⁿOd≥v π⌠ⁿOd≥C 14 ⁿOykBzΦí 151 v ⁿwyk⌡μiOH Gutter ñVUbYϕAq@⌡μRO ß@⌡μROC ⌡μ]tñIⁿOykMvB¿ⁿOykA\αC \ 157 y⌡μⁿOykz DDAHo≤hΩTC s²íμ s²íμ]tyk°íñwδⁿOMμAHª ⁿOANσm≤ ⁿO}YC X{b°íñπCbs²íμñ÷@UY v ziHWΦVΣUΦVΣbⁿOMμñA÷@UⁿOs²ªC÷ΓUⁿOiH∩ªC v tYyk ¼ (pú ) ºⁿOⁿOWw]H⌡ΓAHΘσrπC \ 153 yΓmsXzDDAHo≤hΩTC v δºσrC@μ@rHΓπC v ziHq\αϕ∩u° > πs²íμvπ⌠s²íμC íμ íμq¡⌡μñπ⌡μ v C ΩTú]tt C ºⁿO}lμC v ziHWΦVΣMUΦVΣb MμñC v ÷@UMμñYNσm≤ú v ziHq\αϕ∩u° > π ⁿO@μWC íμvπ⌠ íμC h½° ziHNsΦíμ¿ΓíμANΣñ@íμbt@íμWΦC 1. b\αϕWA∩G °í > tbσ mbíμWA⌡μs²P íμñ@--pbY W÷@UC ziHs÷ΓU{íHNΣúA]iH∩u°í>úvC M Wⁿ ⁿOC yk≥μ OⁿOCCⁿO}YúOⁿOWAt@BGTr -- pADESCRIPTIVESB SORT CASES ADD VALUE LABELSC ⁿOC jhⁿOítⁿOCⁿOúBWμAB}YO uAßhOⁿOWC ÷ΣrC ÷ΣrOⁿOñq TwⁿJAHⁿwⁿOi∩C ÷ΣrC ÷ΣriH]tApⁿw∩TwⁿJC d CODEBOOK gender jobcat salary /VARINFO VALUELABELS MISSING /OPTIONS VARORDER=MEASURE. v ⁿOWO CODEBOOKC v VARINFO M OPTIONS OⁿOC v VALUELABELSBMISSING M VARORDER O÷ΣrC v MEASURE OM VARORDER ÷÷ΣrC 152 IBM SPSS Statistics 22 Core System ΓU ¿ uyksΦvú¿ⁿOBⁿOB÷ΣrM÷Σr≤UCw]Atbzrúi ⁿJePíMμC÷U Enter TabAYNeMμñíJσb mCziH n÷U Ctrl+Spacebar πMμA÷ Esc Σ÷¼MμC uuπv\αϕñu¿v\αϕAiH½n}÷¼π¿MμCz]iHq u∩v∩uyksΦv πMμC½u¿v\αϕ gu∩ v∩ñ]wA²úsd≤Ñq@ñC GYΘJ μAN÷¼¿MμC∩≤thσrⁿO]p ADD FILESA∩ⁿOßA ΘJ⌠≤ μC ΓmsX uyksΦv∩wδⁿOyk mΓsXApⁿOMⁿOHU ACδσrhúQmΓsXC yk AOú ⁿOC w]AwδⁿOHΓAHΘσrπCúLAYⁿOñtwδyk p≥A)AⁿOWw]H⌡ΓAHΘσrπC ( GⁿOWYg--p FREQ Nϕ FREQUENCIES--úHCΓA²Yg C ⁿOC wδⁿOw]H±ΓCúLAYⁿO≥nÑßL ÑAhⁿO Ww]H⌡ΓC ÷ΣrC wδ÷Σrw]Ht⌡ΓCúLAY÷Σr≥nÑßL ÑAh÷Σ rw]H⌡ΓC ÷ΣrC wδ÷Σrw]HϕΓϕCⁿw÷Σr (pπBΩM rΩ) úQm ΓsXC C w]AσrOHΓϕC C w]A M σrΓC ykC PUCyk ÷σrw]H⌡ΓC v úA BΦA C ú ⁿOM rΩñúAMñAC rΩñú μ ykL C íⁿOtúOⁿOykσr ⌠ -- p BEGIN DATA-END DATABBEGIN GPL-END GPL M BEGIN PROGRAMEND PROGRAMCúbo ⌠ñúC v °μC °μOt 251 r HWμC v End »zíC ⁿOⁿOεr ]pABEGIN DATA-END DATAºen END »zíAbⁿ OΩy]pALOOP-END LOOPßYIn END ⁿOCbez⌠@ípñAⁿOw]H ⌡ΓA sWFn END »zíεC GziHquuπv\αϕuτ U@W@yk C vl\αϕñ∩uU@ vuW@ vAHs² qu∩v∩uyksΦvñAziH≤w]CΓMσríAi}÷¼mΓsXC z]iHq\αϕ∩uuπv>umΓsXvAH}÷¼ⁿOBⁿOB÷Σr÷ΣrmΓs 14 ⁿOykBzΦí 153 XCziH∩uuπv>uτv}÷¼yk mΓsXCbuuπv\αϕñ gu∩v∩ñ]wA²úsd≤Ñq@ñC ∩ G¿ñⁿOykmΓsXúⁿΣC ñI ñIi²zbyk°íñⁿwI ε⌡μⁿOykAbNⁿ≥⌡μC v ñIObⁿOhñ]wAbⁿO⌡μe ε⌡μC v ñIúαX{b LOOP-END LOOPBDO IF-END IFBDO REPEAT-END REPEATBINPUT PROGRAM-END INPUT PROGRAM M MATRIX-END MATRIX ⌠ñCúLAiHbo ⌠}Y]wñIAb ⌠⌡μe ε⌡ μC v ñIúαbtD IBM SPSS Statistics ⁿOykμñ]wApX{b BEGIN PROGRAM-END PROGRAMBBEGIN DATA-END DATA M BEGIN GPL-END GPL ⌠ñC v ñIúHⁿOyk@ xsABú]tbsσrñC v w]Ab⌡μi\ñICziHquuπv> uⁿñIv½O \ñIC YníJñI 1. bⁿOσr¬Σ Gutter ⌠N m÷@UC 2. Nσm≤ⁿOñC 3. b\αϕWA∩G uπ > ½I ñIbⁿOσr¬Σ Gutter ñH⌡ΓΩΘϕABMⁿOW ≤P@μC MúñI YnMúμ@ñIG 1. bⁿOσr¬ΣμZñA÷@UNϕIC 2. Nσm≤ⁿOñC 3. b\αϕWA∩G uπ > ½I YnMúñIG 4. b\αϕWA∩G uπ > Mú íI pIsb⌡μμ÷ΩTA \ 157 y⌡μⁿOykzC i²zts²ⁿOykñⁿw mCzbⁿwñhi 9 CH@ xsA²sσrú]tªC 154 IBM SPSS Statistics 22 Core System ΓU YníJ 1. Nσ±mbzQníJμC 2. b\αϕWA∩G uπ > ½ sQⁿwU@iXAd≥Oq 1 r¬Σ Gutter ñC 9CH≥ⁿwrΦϕAπ≤ⁿOσ Mú YnMúμ@ñIG 1. Nσm≤]tμñC 2. b\αϕWA∩G uπ > ½ YnMúG 1. b\αϕWA∩G uπ > Mú í ½sRW ziHNWP÷pCoOúFⁿw ªr (1-9) HWC 1. b\αϕWA∩G uπ > ½sRW 2. ΘJWA÷@UuTwvC ⁿwWN{WC s² Yns²U@W@G 1. b\αϕWA∩G uπ > U@ uπ > W@ Yns²SwG 1. b\αϕWA∩G uπ > 2. ∩C 14 ⁿOykBzΦí 155 σrK[ ú¼A ziHπⁿO°ⁿOykσrK[Aτi²ewK[σrú¼AC YnσrK[ 1. ∩σrCNA∩ⁿO⌠@íAKiⁿOK[C 2. b\αϕWA∩G uπ > ½∩ ziHNσm≤ⁿOñ⌠N m∩uuπ > ½∩vAμ@ⁿOK[C Ynσrú¼A 1. ∩nú¼AσrCNA∩ⁿO⌠@íAKiⁿOú¼AC 2. b\αϕWA∩G uπ > ½∩ ziHNσm≤ⁿOñ⌠N m∩uuπv>u½∩vAμ@ⁿOú¼AC NA\αúúⁿOñ (H /* M */ }Yσr) H COMMENT ÷ΣrC ]wykμí ziHN∩ykμYYAτiN∩eYAH²ykμí¼A±ⁿ≤q∩KWy kC v w]Y μABM∩ykμYPYCziHbu∩v∩uyks ΦvñA≤YjpC v NAbuyksΦvñ Tab ΣúíJ Tab r YnNσrY 1. ∩σrANσm≤nYμ@μC 2. b\αϕWA∩G uπ > Yyk > Y z]iH÷U Tab ΣAHN∩eμYC YnNσrY 1. ∩σrANσm≤nYμ@μC 2. b\αϕWA∩G uπ > Yyk > Y YnNσrY 1. ∩σrC 2. b\αϕWA∩G uπ > Yyk > Y 156 IBM SPSS Statistics 22 Core System ΓU A íJ@ μC zNσrYAtú{sYHú YNCNAY BEGIN PROGRAM ⌠ñY{íXOM≤SwY\α (p]tjΘP°≤ ⌠ Python {íX)Ahiα}a{ íXC zLkbσíñ⌡μHY\α]wμíykCpA∩ INPUT PROGRAM-END INPUT PROGRAMBLOOPEND LOOPBDO IF-END IF DO REPEAT-END REPEAT ⌠⌡μYy¿σíñyk A] ⌠ñⁿOYA ú σínDq 1 μ}lCM AziHbσíñ -i ½Ajε nD Batch Facility ¼íykWhC \ 149 yⁿOykWhzDDAHo≤hΩTC ⌡μⁿOyk 1. byk°íñA∩n⌡μⁿOC 2. buyksΦvuπCWA÷@Uu⌡μv÷s (kTñ)CY∩⌠≤Aª⌡μ∩@ hⁿO (σb m)C 3. qu⌡μv\αϕñ∩Σñ@C v íC ⌡μyk°íñⁿOAñIπ¬u²C v ∩C ⌡μe∩ⁿOAñIπ¬u²C⌠≤ⁿOíAúQ]AbCY ∩⌠≤A⌡μσb mⁿOC v ⌠C ⌡μyk°íe∩ñAq@ ß@ⁿOAñIπ¬u²CY ∩⌠≤Aqσb mⁿO}l⌡μC v vB¿C qyk°íñ@ⁿO}l (q}YvB¿) qσb mⁿO}l (qe m vB¿)Av@⌡μCⁿOykCYΣñw∩σrAhq∩σr@ⁿO}l⌡μCb ⁿwⁿO⌡μºßAσeiU@ⁿOA∩u≥viH≥vB¿C uvB¿vALOOP-END LOOPBDO IF-END IFBDO REPEAT-END REPEATBINPUT PROGRAM-END INPUT PROGRAM M MATRIX-END MATRIX ⌠Q°μ@ⁿOCzúαv@¿o ⌠C v ≥C ≥ ñIuvB¿v ε⌡μC iⁿ ⁿwyk⌡μiH Gutter ñVUbYϕAΣ≤Vß@⌡μⁿOCpAz∩⌡μyk °íñtñIⁿOCb@ñIAbY≤V°íñ@ⁿO tñIºⁿOeⁿ O CbGñIAbYqt@ñIⁿO tGñIºⁿOeⁿOC ñIb⌡μμ v ⌡μtñIⁿOykAbCñI ε⌡μC≤πΘ ÑAqⁿwñI (⌡μ}Y) U @ñI (⌡μ ) ⁿOyk ⌠úμH⌡μApPz∩ yk∩u⌡μ > ∩v@C v ziHP}hyk°íA²ΣU v@ñIA²u@εC≤⌡μⁿOykC @úμⁿOyk ⌠ß (pⁿOyk ⌠ @ñI)A@ ¿²e ⌠ºeANú⌡μ⌠ ≤ΣLⁿOyk ⌠AL ⌠O ≤PúPyk°íñC v ϕ⌡μ≤YñI εAziH⌡μΣLyk°íñⁿOykAduΩsΦvu° v°íCM ∩tñIyk°íeO≤ °íñσ mAN°⌡μC 14 ⁿOykBzΦí 157 Unicode yk b Unicode íñAxsÑq@í∩ⁿOykw]μí Unicode (UTF-8)C16.0 ºe IBM SPSS Statistics Lk¬ Unicode μíⁿOykCp Unicode í÷ΩTA \ 179 y@δ∩zC YnHPeμíxsykG 1. qyk°í\αϕ∩G > tss 2. butssv∩ñA∩usXvU Mμñu ≈sXv≈sXO wCp÷ΩTA \uSET ⁿOALOCALE ⁿOvC eyÑ⌠ M h½⌡μⁿO q∩KWykqΘxΘxnⁿsykAiα]t EXECUTE ⁿOCϕzqyk°í⌡μⁿOA @δOún EXECUTE ⁿOAⁿOiα αCAΣOBzjΩA]C EXECUTE ⁿ Oú¬πΩC Y≤hΩTA \ EXECUTE ⁿOA ΩTi≤mⁿOyk ΓUnñd\ (i ⌠≤ IBM SPSS Statistics °íuív\αϕño)C ¿tτ @oNO]t¿tτα½ⁿOCb@tCα½ⁿOñAYú EXECUTE ⁿOΣL ¬ΩⁿOA¿tτúbΣL૧ßpΓAúⁿO≤CpA COMPUTE lagvar=LAG(var1).COMPUTE var1=var1*2. and COMPUTE lagvar=LAG(var1).EXECUTE.COMPUTE var1=var1*2. úPG lagvar A]eα½ var1 Γú ßC Unicode yk b Unicode íñAxsÑq@í∩ⁿOykw]μí Unicode (UTF-8)C16.0 ºe IBM SPSS Statistics Lk¬ Unicode μíⁿOykCp Unicode í÷ΩTA \ 179 y@δ∩zC YnHPeμíxsykG 1. qyk°í\αϕ∩G > tss 2. butssv∩ñA∩usXvU Mμñu ≈sXv≈sXO wCp÷ΩTA \uSET ⁿOALOCALE ⁿOvC eyÑ⌠ M h½⌡μⁿO q∩KWykqΘxΘxnⁿsykAiα]t EXECUTE ⁿOCϕzqyk°í⌡μⁿOA @δOún EXECUTE ⁿOAⁿOiα αCAΣOBzjΩA]C EXECUTE ⁿ Oú¬πΩC Y≤hΩTA \ EXECUTE ⁿOA ΩTi≤mⁿOyk ΓUnñd\ (i ⌠≤ IBM SPSS Statistics °íuív\αϕño)C ¿tτ 158 IBM SPSS Statistics 22 Core System ΓU @oNO]t¿tτα½ⁿOCb@tCα½ⁿOñAYú EXECUTE ⁿOΣL ¬ΩⁿOA¿tτúbΣL૧ßpΓAúⁿO≤CpA COMPUTE lagvar=LAG(var1).COMPUTE var1=var1*2. and COMPUTE lagvar=LAG(var1).EXECUTE.COMPUTE var1=var1*2. Γú úPG lagvar A]eα½ var1 ßC [Kyk ziHzLQKX[KykAO@ykCuαzLúKX}[KC G[Kykúα≤ í@u@ñA]úαP IBM SPSS Statistics Batch Facility]iq IBM SPSS Statistics Server oftC YnNyksΦexsw[KykG 1. ²uyksΦv¿@ñ°í]÷@U°íñ⌠≤ mA²ª¿@ñC 2. b\αϕWA∩G > tss... 3. qutssvΣJU Mμñ∩[KykC 4. ÷@UuxsvC 5. bu[Kv∩ñAú@KXAbuT{KXvσrñ½sΘJ KXCKX°W¡ 10 r A r jpgC iGKX@≥óNLkCKX@≥óANLk}C jíKX v 8 HWr C v bzKXñ]trBOIC v Ks≥rr Ap "123" "abc"A]K½ípAp "111aaa"C v únHΩTKXAp ΘO C v w≤KXC GúΣN[Kxs IBM SPSS Collaboration and Deployment Services RepositoryC ∩w[K v pGz}w[KAh∩ C A∩uv>uxsvAtNHPKXxsw∩ v Yn≤w[KKXA}A½Wz[KBJßAbu[Kv∩ñⁿwú PKXC v ziHzL}A∩uv>utssvAqutssvΣJU [Kw[KC Mμñ∩ykAxs G[KLkb 21 ºe IBM SPSS Statistics ñ}C 14 ⁿOykBzΦí 159 160 IBM SPSS Statistics 22 Core System ΓU 15 ϕí{íºz ¬RϕPOzLupv\αϕW{zLuRv\αϕW\h{C úϕí{íºzC MsΦϕ ϕºeAΩsΦñ nzΩCziHbuΩsΦvñΘJΩA}²exs ΩA¬ΓϕBH Tab jΩΩwC ≤uív\αϕWuv∩]t P∩ϕuWdABuWít≤úF∩ϕ¼ΩTC ϕ uϕmvi²zqw²wqi ϕOí]pb°°ϕCziHNi ≥ ± e¼]uϕmv∩ñuvMμkΣj⌠ AHmϕC ϕ ϕz bϕAe¼ñπϕw²C÷Mw²wqqhA²úπΩ ΩCaAªH≈ú ΩAHúϕ[≤C sni ϕzC mϕΦíCpi ÷ΩTA \yi p≤ϕm 1. b\αϕWA∩G > ϕm i ϕ ϕμΦkNOi CHUqi mϕ@δBJC 1. pGπi A÷@U C 2. bu∩vMμñA∩ϕ CC íú ¼C 3. 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