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r-fitdistrplus

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Extends the fitdistr() function (of the MASS package) with several functions to help the fit of a parametric distribution to non-censored or censored data. Censored data may contain left censored, right censored and interval censored values, with several lower and upper bounds. In addition to maximum likelihood estimation (MLE), the package provides moment matching (MME), quantile matching (QME) and maximum goodness-of-fit estimation (MGE) methods (available only for non-censored data). Weighted versions of MLE, MME and QME are available. See e.g. Casella & Berger (2002). Statistical inference. Pacific Grove.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-fitdistrplus

Usage Tracking

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About

Summary

Extends the fitdistr() function (of the MASS package) with several functions to help the fit of a parametric distribution to non-censored or censored data. Censored data may contain left censored, right censored and interval censored values, with several lower and upper bounds. In addition to maximum likelihood estimation (MLE), the package provides moment matching (MME), quantile matching (QME) and maximum goodness-of-fit estimation (MGE) methods (available only for non-censored data). Weighted versions of MLE, MME and QME are available. See e.g. Casella & Berger (2002). Statistical inference. Pacific Grove.

Last Updated

Jan 7, 2025 at 21:32

License

GPL-2.0-or-later

Total Downloads

291.2K

Version Downloads

15.3K

Supported Platforms

noarch

Unsupported Platforms

win-64 Last supported version: 1.0_11
linux-64 Last supported version: 1.0_11
macOS-64 Last supported version: 1.0_11