mvdensity

versión 1.0 (189 KB) por Eike Petersen
Efficient multivariate density estimation based on simple histogram interpolation/smoothing

15 descargas

Actualizada 24 Aug 2021

De GitHub

Ver licencia en GitHub

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.

Citar como

Eike Petersen (2022). mvdensity (https://github.com/e-pet/mvdensity/releases/tag/v1.0), GitHub. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R2019b
Compatible con cualquier versión
Compatibilidad con las plataformas
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