ebTobit

Empirical Bayesian Tobit Matrix Estimation

CRAN Package

Estimation tools for multidimensional Gaussian means using empirical Bayesian g-modeling. Methods are able to handle fully observed data as well as left-, right-, and interval-censored observations (Tobit likelihood); descriptions of these methods can be found in Barbehenn and Zhao (2023) . Additional, lower-level functionality based on Kiefer and Wolfowitz (1956) and Jiang and Zhang (2009) is provided that can be used to accelerate many empirical Bayes and nonparametric maximum likelihood problems.

  • Version1.0.2
  • R version≥ 3.3.0
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/03/2024

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  • Depends1 package
  • Imports3 packages
  • Suggests1 package
  • Linking To3 packages