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>).
Version: 1.1.5 Imports: ineq, truncnorm, lme4, formula.tools, mvtnorm, Hmisc, laeken, weights, graphics Suggests: knitr, rmarkdown, mlmRev, R.rsp, Kernelheaping Published: 2024-06-09 DOI: 10.32614/CRAN.package.smicd Author: Paul Walter Maintainer: Paul Walter <paul.w at gmx.net> License: GPL-2 NeedsCompilation: no Materials: NEWS CRAN checks: smicd results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=smicd to link to this page.
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