r-cran-logcondens 2.1.5-2 (armhf binary) in ubuntu focal
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.
Details
- Package version:
- 2.1.5-2
- Status:
- Published
- Component:
- universe
- Priority:
- Optional
Downloadable files
- r-cran-logcondens_2.1.5-2_all.deb (743.4 KiB)
Package relationships
- Depends on:
- r-api-3.5
- r-base-core (>= 3.6.2-2)
- r-cran-ks