CRAN/E | smicd

smicd

Statistical Methods for Interval-Censored Data

Installation

About

Functions that provide statistical methods for interval-censored (grouped) data. The package supports the estimation of linear and linear mixed regression models with interval-censored dependent variables. Parameter estimates are obtained by a stochastic expectation maximization algorithm. Furthermore, the package enables the direct (without covariates) estimation of statistical indicators from interval-censored data via an iterative kernel density algorithm. Survey and Organisation for Economic Co-operation and Development (OECD) weights can be included into the direct estimation (see, Walter, P. (2019) doi:10.17169/refubium-1621).

Key Metrics

Version 1.1.4
Published 2024-06-07 118 days ago
Needs compilation? no
License GPL-2
CRAN checks smicd results

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Maintainer

Maintainer

Paul Walter

Authors

Paul Walter

Material

NEWS
Reference manual
Package source

Vignettes

The R Package smicd: Statistical Methods for Interval Censored Data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

smicd archive

Imports

ineq
truncnorm
lme4
nlme
formula.tools
mvtnorm
Hmisc
laeken
weights
graphics

Suggests

knitr
rmarkdown
mlmRev
R.rsp
Kernelheaping