Censored Linear Regression Models under Heavy‑tailed Distributions

Functions for fitting univariate linear regression models under Scale Mixtures of Skew-Normal (SMSN) distributions, considering left, right or interval censoring and missing responses. Estimation is performed via an EM-type algorithm. Includes selection criteria, sample generation and envelope. For details, see Gil, Y.A., Garay, A.M., and Lachos, V.H. (2025) .


Reference manual

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install.packages("CensRegSMSN")

0.0.1 by Yessenia Alvarez Gil, a year ago


Browse source code at https://github.com/cran/CensRegSMSN


Authors: Yessenia Alvarez Gil [aut, cre] , Aldo M. Garay [aut] , Victor H. Lachos [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports mvtnorm, mnormt, cubature, ggplot2


See at CRAN