Statistical Methods for Interval-Censored Data
Estimation of Statistical Indicators from Interval-Censored Data
Fitted kdeAlgoObject
Plot Diagnostics for a kdeAlgo Object
Plot Diagnostics for sem Objects
Prints a kdeAlgo Object
Prints a sem Object
Prints a summary.sem Object
Linear Regression with Interval-Censored Dependent Variable
Linear Mixed Regression with Interval-Censored Dependent Variable
Fitted semObject
Statistical Methods for Interval Censored (Grouped) Data
Summarizing Linear and Linear Mixed Models estimated with the SEM
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>).