PDF Package
This package contains a variety of functions supporting the generation and manipulation of empirical probability density functions (PDFs) and cumulative distribution functions (CDFs) of scalar random variables. MATLAB structs are used to represent the underlying PDFs and CDFs.
Included functionality:
(1) Density manipulation
Generation, sampling, resampling, conversion to/from PDF/CDF, evaluation, inverse evaluation (CDF only), plotting, functional transformation, standardization
(2) Distribution statistics
Mean, variance, functional expectation, entropy, differential entropy, Kullback–Leibler divergence, Kolmogorov–Smirnov distance
(3) Graphical support
PDF/CDF plotting, custom bin/resolution control
引用格式
Brian Moore (2024). PDF Package (https://www.mathworks.com/matlabcentral/fileexchange/46839-pdf-package), MATLAB Central File Exchange. 检索来源 .
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- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Descriptive Statistics and Visualization >
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