パッケージ: r-cran-logcondens (2.1.5-3)
r-cran-logcondens に関するリンク
Debian の資源:
r-cran-logcondens ソースパッケージをダウンロード:
- [r-cran-logcondens_2.1.5-3.dsc]
- [r-cran-logcondens_2.1.5.orig.tar.gz]
- [r-cran-logcondens_2.1.5-3.debian.tar.xz]
メンテナ:
外部の資源:
- ホームページ [cran.r-project.org]
類似のパッケージ:
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.
その他の r-cran-logcondens 関連パッケージ
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- dep: r-api-4.0
- 以下のパッケージによって提供される仮想パッケージです: r-base-core
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