smicd (version 1.1.3)

Statistical Methods for Interval-Censored Data

Description

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) ).

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Install

install.packages('smicd')

Monthly Downloads

244

Version

1.1.3

License

GPL-2

Maintainer

Last Published

November 19th, 2023

Functions in smicd (1.1.3)