Package: r-cran-logcondens (2.1.6-1)
Links for r-cran-logcondens
Trisquel Resources:
Download Source Package r-cran-logcondens:
- [r-cran-logcondens_2.1.6-1.dsc]
- [r-cran-logcondens_2.1.6.orig.tar.gz]
- [r-cran-logcondens_2.1.6-1.debian.tar.xz]
Maintainer:
Original Maintainers:
- Debian R Packages Maintainers
- Andreas Tille
External Resources:
- Homepage [cran.r-project.org]
Similar packages:
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.
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Download r-cran-logcondens
Architecture | Package Size | Installed Size | Files |
---|---|---|---|
all | 738.9 kB | 874 kB | [list of files] |