README.md

smicd: 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, Walter, P. (2019) ).

Bugs and Features

If you would like to report a bug, request new features or contribute, please check out the Guidlines.

Contact

paul.w@gmx.net



chiquadrat/ICD documentation built on June 11, 2024, 7:21 a.m.