Probability Density Function (PDF) Estimator (V3.2)

Version 1.4.0.0 (61,1 KB) von Yi Cao
An estimate of probability density function of the given random data with bounded support.
4.9
(10)
16,4K Downloads
Aktualisiert 8. Apr 2010

Lizenz anzeigen

This function provides an estimate of probability density function for a given random data (an 1-d vector). The estimation can be done with a specified number of intervals, and bandwidth. Without any output, the function will plot the probability density function. A few examples are included to show how to use the function and its output.

It also includes bounded support. For some problems, bounded support is important. For example, many physical problems require positive variables. This function is able to estimate PDF for such problems as well if the lower and upper bounds are specified.

The new version includes cdf and inverse cdf estimation.

Zitieren als

Yi Cao (2024). Probability Density Function (PDF) Estimator (V3.2) (https://www.mathworks.com/matlabcentral/fileexchange/19121-probability-density-function-pdf-estimator-v3-2), MATLAB Central File Exchange. Abgerufen.

Kompatibilität der MATLAB-Version
Erstellt mit R2010a
Kompatibel mit allen Versionen
Plattform-Kompatibilität
Windows macOS Linux
Quellenangaben

Inspiriert von: PDFPLOT

Inspiriert: Update PDF Estimation, Bivariant Kernel Density Estimation (V2.1)

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Version Veröffentlicht Versionshinweise
1.4.0.0

Bug fix and new functionality
1.3.0.0

a bug fixed
1.2.0.0

update with cdf and inverse cdf estimation.
1.1.0.0

update descriptions
1.0.0.0

upgrade for bounded support and to include the html description.