CensRegSMSN (version 0.0.1)

Censored Linear Regression Models under Heavy‑tailed Distributions

Description

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) .

Copy Link

Version

Install

install.packages('CensRegSMSN')

Monthly Downloads

138

Version

0.0.1

License

GPL-3

Maintainer

Yessenia Alvarez Gil

Last Published

November 19th, 2025

Functions in CensRegSMSN (0.0.1)

CensRegSMSN

Fit Censored Linear Regression Model under Scale Mixtures of Skew-Normal Distributions

gen_SMSNCens_sample

Generate simulated censored data under heavy‑tailed Distributions