mvdensity

版本 1.0 (409.9 KB) 作者: Eike Petersen
Efficient multivariate density estimation based on simple histogram interpolation/smoothing
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20.0 次下载
更新时间 2021/8/24
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A simple method for estimating multivariate probability densities based on sample data. The method works efficiently in multiple dimensions, with many datapoints (tested up to a million), and is also cheap to evaluate on many datapoints. It works simply by computing a multivariate histogram and then smoothing or interpolating the histogram counts.

For more details, see

  • the main function, est_pdf_grid.m
  • the doc file documentation.pdf
  • the test examples implemented in run_pdf_examples.m

-- Eike Petersen, August 2021

The code has been developed while I was at the University of Lübeck, with the Institute for Electrical Engineering in Medicine.

引用格式

Eike Petersen (2024). mvdensity (https://github.com/e-pet/mvdensity/releases/tag/v1.0), GitHub. 检索来源 .

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test_utils

utils

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1.0

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