Statistical Methods for Interval Censored Data

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, GroƟ, M., U. Rendtel, T. Schmid, S. Schmon, and N. Tzavidis (2017) ).


News

smicd 1.0.3

  • Bugfix in function kdeAlgo and standardError.est

smicd 1.0.2

  • New Vignette

smicd 1.0.1

  • Bugfix in function standardError.est which has implemented the bootstrap called from function kdeAlgo

smicd 1.0.0

  • First upload of the package

Reference manual

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install.packages("smicd")

1.0.3 by Paul Walter, a month ago


Browse source code at https://github.com/cran/smicd


Authors: Paul Walter


Documentation:   PDF Manual  


GPL-2 license


Imports ineq, truncnorm, lme4, MuMIn, formula.tools, mvtnorm, spatstat, laeken, weights

Suggests knitr, rmarkdown, mlmRev, Kernelheaping, R.rsp


See at CRAN