Stan Functions Reference
Overview
Built-In Functions
1 Void Functions
- 1.1 Print Statement
- 1.2 Reject Statement
2 Integer-Valued Basic Functions
3 Real-Valued Basic Functions
4 Array Operations
5 Matrix Operations
6 Sparse Matrix Operations
7 Mixed Operations
8 Compound Arithmetic and Assignment
9 Higher-Order Functions
Discrete Distributions
10 Conventions for Probability Functions
11 Binary Distributions
12 Bounded Discrete Distributions
13 Unbounded Discrete Distributions
14 Multivariate Discrete Distributions
- 14.1 Multinomial Distribution
Continuous Distributions
15 Unbounded Continuous Distributions
16 Positive Continuous Distributions
17 Non-negative Continuous Distributions
- 17.1 Rayleigh Distribution
- 17.2 Wiener First Passage Time Distribution
18 Positive Lower-Bounded Probabilities
- 18.1 Pareto Distribution
- 18.2 Pareto Type 2 Distribution
19 Continuous Distributions on [0, 1]
- 19.1 Beta Distribution
- 19.2 Beta Proportion Distribution
20 Circular Distributions
- 20.1 Von Mises Distribution
21 Bounded Continuous Probabilities
- 21.1 Uniform Distribution
22 Distributions over Unbounded Vectors
23 Simplex Distributions
- 23.1 Dirichlet Distribution
24 Correlation Matrix Distributions
- 24.1 LKJ Correlation Distribution
- 24.2 Cholesky LKJ Correlation Distribution
25 Covariance Matrix Distributions
- 25.1 Wishart Distribution
- 25.2 Inverse Wishart Distribution
Appendix
26 Mathematical Functions
References

Stan Functions Reference

This is an old version, view current version.

11 Binary Distributions

Binary probability distributions have support on \(\{0,1\}\), where 1 represents the value true and 0 the value false.

Bernoulli Distribution
Bernoulli Distribution, Logit Parameterization
Bernoulli-Logit Generalised Linear Model (Logistic Regression)