smicd v1.0.3

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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, Gro<c3><9f>, M., U. Rendtel, T. Schmid, S. Schmon, and N. Tzavidis (2017) <doi:10.1111/rssa.12179>).

Functions in smicd

Name Description
print.sem Prints a sem Object
print.summary.sem Prints a summary.sem Object
plot.sem Plot Diagnostics for sem Objects
semLme Linear Mixed Regression with Interval Censored Dependent Variable
semLm Linear Regression with Interval Censored Dependent Variable
print.kdeAlgo Prints a kdeAlgo Object
semObject Fitted semObject
smicd Statistical Methods for Interval Censored (Grouped) Data
kdeAlgoObject Fitted kdeAlgoObject
plot.kdeAlgo Plot Diagnostics for a kdeAlgo Object
summary.sem Summarizing Linear and Linear Mixed Models with SEM
Exam Exam scores from inner London
kdeAlgo Estimation of Statistical Indicators from Interval Censored Data
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Vignettes of smicd

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vignetteSmicd.pdf.asis
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Details

Type Package
License GPL-2
Encoding UTF-8
LazyData true
RoxygenNote 6.0.1
VignetteBuilder R.rsp
NeedsCompilation no
Packaged 2019-02-11 15:18:50 UTC; paulwalter
Repository CRAN
Date/Publication 2019-02-11 16:00:07 UTC

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