Code covered by the BSD License  

Highlights from
Log scale density function of basic distributions

Be the first to rate this file! 15 Downloads (last 30 days) File Size: 4.67 KB File ID: #35650 Version: 1.1

Log scale density function of basic distributions


Mo Chen (view profile)


15 Mar 2012 (Updated )

probability density function of basic distributions in log scale

| Watch this File

File Information

standard pdf functions might suffer from numeric underflow when dealing with high dimensional data.
This package provides the functions for computing pdf of following distribution in log scale:
1) Gaussian
2) Multinomial
3) Dirichlet
4) Wishart
5) student-t
6) von Mises-Fisher
7) Kernel density estimator

These functions are also intended to be illustration of the content of Chapter 2 of the book Pattern Recognition and Machine Learning by Christopher M. Bishop.

MATLAB release MATLAB 7.13 (R2011b)
Tags for This File   Please login to tag files.
Please login to add a comment or rating.
18 Mar 2013 1.1

update title and summary

Contact us