Log Probability Density Function (PDF)

버전 (4.01 KB) 작성자: Mo Chen
numerically stable pdf of popular distributions in log scale.
다운로드 수: 474
업데이트 날짜: 2016/3/13

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Directly computing pdf of distributions often leads to numerical underflow, especially when dealing with high dimensional data. Therefore, the pdf functions provided by Matlab is not very useful for real world problems.
This pack provides numerical stable pdf of popular distributions in log scale, which can be used as building blocks for probabilistic modeling.

Currently this package is now a part of the PRML toolbox (http://www.mathworks.com/matlabcentral/fileexchange/55826-pattern-recognition-and-machine-learning-toolbox).

인용 양식

Mo Chen (2024). Log Probability Density Function (PDF) (https://www.mathworks.com/matlabcentral/fileexchange/55831-log-probability-density-function-pdf), MATLAB Central File Exchange. 검색됨 .

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