STAN User Manual Version 2.17.0
User Manual:
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Page Count: 637 [warning: Documents this large are best viewed by clicking the View PDF Link!]
- Preface
- Acknowledgements
- I Introduction
- II Stan Modeling Language
- III Example Models
- Regression Models
- Time-Series Models
- Missing Data & Partially Known Parameters
- Truncated or Censored Data
- Finite Mixtures
- Measurement Error and Meta-Analysis
- Latent Discrete Parameters
- Sparse and Ragged Data Structures
- Clustering Models
- Gaussian Processes
- Directions, Rotations, and Hyperspheres
- Solving Algebraic Equations
- Solving Differential Equations
- IV Programming Techniques
- V Inference
- VI Algorithms & Implementations
- VII Built-In Functions
- VIII Discrete Distributions
- IX Continuous Distributions
- Unbounded Continuous Distributions
- Positive Continuous Distributions
- Non-negative Continuous Distributions
- Positive Lower-Bounded Probabilities
- Continuous Distributions on [0, 1]
- Circular Distributions
- Bounded Continuous Probabilities
- Distributions over Unbounded Vectors
- Simplex Distributions
- Correlation Matrix Distributions
- Covariance Matrix Distributions
- X Software Development
- Appendices