Log Probability Density Function (PDF)

Versione 1.0.0.0 (4,01 KB) da Mo Chen
numerically stable pdf of popular distributions in log scale.
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Aggiornato 13 mar 2016

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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).

Cita come

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

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Creato con R2016a
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Versione Pubblicato Note della release
1.0.0.0

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