Package: depend.truncation 3.0

depend.truncation: Statistical Methods for the Analysis of Dependently Truncated Data

Estimation and testing methods for dependently truncated data. Semi-parametric methods are based on Emura et al. (2011)<Stat Sinica 21:349-67>, Emura & Wang (2012)<doi:10.1016/j.jmva.2012.03.012>, and Emura & Murotani (2015)<doi:10.1007/s11749-015-0432-8>. Parametric approaches are based on Emura & Konno (2012)<doi:10.1007/s00362-014-0626-2> and Emura & Pan (2017)<doi:10.1007/s00362-017-0947-z>. A regression approach is based on Emura & Wang (2016)<doi:10.1007/s10463-015-0526-9>. Quasi-independence tests are based on Emura & Wang (2010)<doi:10.1016/j.jmva.2009.07.006>. Right-truncated data for Japanese male centenarians are given by Emura & Murotani (2015)<doi:10.1007/s11749-015-0432-8>.

Authors:Takeshi Emura

# Install 'depend.truncation' in R:

install.packages('depend.truncation', repos = c('https://takeshiemura1.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

Last updated from:ede799f232. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	128
source / vignettes	OK	149
linux-release-x86_64	OK	104
macos-release-arm64	OK	115
macos-oldrel-arm64	OK	111
windows-devel	OK	83
windows-release	OK	76
windows-oldrel	OK	74
wasm-release	OK	86

Dependencies:mvtnorm

Help page	Topics
Statistical Methods for the Analysis of Dependently Truncated Data	depend.truncation-package depend.truncation
Japanese Centenarians Data	centenarian
Semi-parametric Inference under the Clayton Copula with Dependent Truncation	CHAIEB.Clayton
Semi-parametric Inference under the Frank Copula with Dependent Truncation	CHAIEB.Frank
Semiparametric Inference for the AFT regression Model with Dependent Truncation	dependAFT.reg
Semi-parametric Inference under the Clayton Copula with Dependent Truncation	EMURA.Clayton
Semi-parametric Inference under the Frank Copula with Dependent Truncation	EMURA.Frank
The weighted log-rank statistics for testing quasi-independence (without ties in data)	Logrank.stat
The weighted log-rank statistics for testing quasi-independence (with ties in data)	Logrank.stat.tie
Semiparametric Inference under the Frank Copula with Dependent Truncation	NPMLE.Frank
Semiparametric Inference under the Independence Copula with Dependent Truncation	NPMLE.Indep
Semiparametric Inference under the Normal Copula with Dependent Truncation	NPMLE.Normal
Semiparametric Inference under the Plackett Copula with Dependent Truncation	NPMLE.Plackett
Parametric Inference for Bivariate Exponential Models with Dependent Truncation	PMLE.Clayton.Exponential
Parametric Inference for Bivariate Weibull Models with Dependent Truncation	PMLE.Clayton.Weibull
Parametric Inference for Bivariate Normal Models with Dependent Truncation	PMLE.Normal