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depend.truncation (version 3.0)

Statistical Methods for the Analysis of Dependently Truncated Data

Description

Estimation and testing methods for dependently truncated data. Semi-parametric methods are based on Emura et al. (2011), Emura & Wang (2012), and Emura & Murotani (2015). Parametric approaches are based on Emura & Konno (2012) and Emura & Pan (2017). A regression approach is based on Emura & Wang (2016). Quasi-independence tests are based on Emura & Wang (2010). Right-truncated data for Japanese male centenarians are given by Emura & Murotani (2015).

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Version

Install

install.packages('depend.truncation')

Monthly Downloads

163

Version

3.0

License

GPL-2

Maintainer

Takeshi Emura

Last Published

February 27th, 2018

Functions in depend.truncation (3.0)

EMURA.Clayton

Semi-parametric Inference under the Clayton Copula with Dependent Truncation
EMURA.Frank

Semi-parametric Inference under the Frank Copula with Dependent Truncation
depend.truncation-package

Statistical Methods for the Analysis of Dependently Truncated Data
dependAFT.reg

Semiparametric Inference for the AFT regression Model with Dependent Truncation
NPMLE.Frank

Semiparametric Inference under the Frank Copula with Dependent Truncation
NPMLE.Indep

Semiparametric Inference under the Independence Copula with Dependent Truncation
PMLE.Normal

Parametric Inference for Bivariate Normal Models with Dependent Truncation
centenarian

Japanese Centenarians Data
CHAIEB.Clayton

Semi-parametric Inference under the Clayton Copula with Dependent Truncation
CHAIEB.Frank

Semi-parametric Inference under the Frank Copula with Dependent Truncation
NPMLE.Normal

Semiparametric Inference under the Normal Copula with Dependent Truncation
Logrank.stat

The weighted log-rank statistics for testing quasi-independence (without ties in data)
NPMLE.Plackett

Semiparametric Inference under the Plackett Copula with Dependent Truncation
PMLE.Clayton.Exponential

Parametric Inference for Bivariate Exponential Models with Dependent Truncation
PMLE.Clayton.Weibull

Parametric Inference for Bivariate Weibull Models with Dependent Truncation
Logrank.stat.tie

The weighted log-rank statistics for testing quasi-independence (with ties in data)