Paket: r-cran-logcondens (2.1.5-2)
Links für r-cran-logcondens
Trisquel-Ressourcen:
Quellcode-Paket r-cran-logcondens herunterladen:
- [r-cran-logcondens_2.1.5-2.dsc]
- [r-cran-logcondens_2.1.5.orig.tar.gz]
- [r-cran-logcondens_2.1.5-2.debian.tar.xz]
Betreuer:
Original Maintainers:
- Debian R Packages Maintainers
- Andreas Tille
Externe Ressourcen:
- Homepage [cran.r-project.org]
Ähnliche Pakete:
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 Pakete mit Bezug zu r-cran-logcondens
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- dep: r-api-3.5
- virtuelles Paket, bereitgestellt durch r-base-core
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- dep: r-base-core (>= 3.6.2-2)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-ks
- GNU R kernel smoothing
r-cran-logcondens herunterladen
Architektur | Paketgröße | Größe (installiert) | Dateien |
---|---|---|---|
all | 743,4 kB | 876 kB | [Liste der Dateien] |