smicd

Statistical Methods for Interval-Censored Data

CRAN Package

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).

  • Version1.1.5
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release06/09/2024

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  • Imports8 packages
  • Suggests5 packages