File Exchange

image thumbnail

detpack

version 2.4 (16.2 KB) by

Density Estimation and Random Number Generation with Distribution Element Trees

1 Download

Updated

View License

Distribution element trees (DETs) enable the estimation of probability densities based on (possibly large) datasets. Moreover, DETs can be used for random number generation or smooth bootstrapping both in unconditional and conditional modes. In the latter mode, information about certain probability-space components is taken into account when sampling the remaining probability-space components. For details see http://dx.doi.org/10.1007/s11222-017-9751-9 or http://arxiv.org/abs/1610.00345 and http://arxiv.org/abs/1711.04632

Comments and Ratings (0)

Updates

2.4

bug fixes

2.3

performance improvements

2.2

added random number generation functionality

2.1

bug fix in detconstruct.m

2.0

faster parallelized version of DET estimator

MATLAB Release
MATLAB 9.3 (R2017b)

MATLAB Online Live Editor Challenge

Win cash prizes and have your live script featured on our website

Learn more

Download apps, toolboxes, and other File Exchange content using Add-On Explorer in MATLAB.

» Watch video