Pakket: r-cran-logcondens (2.1.8-1)

[ Bron: r-cran-logcondens  ]

GNU R estimate a log-concave probability density from Iid observations

Given independent and identically distributed observations X(1), ..., X(n), compute the maximum likelihood estimator (MLE) of a density as well as a smoothed version of it under the assumption that the density is log-concave, see Rufibach (2007) and Duembgen and Rufibach (2009). The main function of the package is 'logConDens' that allows computation of the log-concave MLE and its smoothed version. In addition, the package provides functions to compute (1) the value of the density and distribution function estimates (MLE and smoothed) at a given point (2) the characterizing functions of the estimator, (3) to sample from the estimated distribution, (5) to compute a two-sample permutation test based on log-concave densities, (6) the ROC curve based on log-concave estimates within cases and controls, including confidence intervals for given values of false positive fractions (7) computation of a confidence interval for the value of the true density at a fixed point. Finally, three datasets that have been used to illustrate log-concave density estimation are made available.

Andere aan r-cran-logcondens gerelateerde pakketten

• dep: r-api-4.0

  virtueel pakket geboden door r-base-core

• dep: r-cran-ks

  GNU R kernel smoothing

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Platform	Pakketgrootte	Geïnstalleerde grootte	Bestanden
all	548,4 kB	674,0 kB	[overzicht]