The Distributions package provides a large collection of probabilistic distributions and related functions. Particularly, Distributions implements:
- Moments (e.g mean, variance, skewness, and kurtosis), entropy, and other properties
- Probability density/mass functions (pdf) and their logarithm (logpdf)
- Moment generating functions and characteristic functions
- Maximum likelihood estimation
- Posterior w.r.t. conjugate prior, and Maximum-A-Posteriori (MAP) estimation
Contents:
starting.rst types.rst univariate.rst truncate.rst multivariate.rst matrix.rst mixture.rst fit.rst extends.rst