# 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 No Results!