Other packages > Find by keyword >

PartCensReg  

Estimation and Diagnostics for Partially Linear Censored Regression Models Based on Heavy-Tailed Distributions
View on CRAN: Click here


Download and install PartCensReg package within the R console
Install from CRAN:
install.packages("PartCensReg")

Install from Github:
library("remotes")
install_github("cran/PartCensReg")

Install by package version:
library("remotes")
install_version("PartCensReg", "1.39")



Attach the package and use:
library("PartCensReg")
Maintained by
Marcela Nunez Lemus
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-05
Latest Update: 2018-03-08
Description:
It estimates the parameters of a partially linear regression censored model via maximum penalized likelihood through of ECME algorithm. The model belong to the semiparametric class, that including a parametric and nonparametric component. The error term considered belongs to the scale-mixture of normal (SMN) distribution, that includes well-known heavy tails distributions as the Student-t distribution, among others. To examine the performance of the fitted model, case-deletion and local influence techniques are provided to show its robust aspect against outlying and influential observations. This work is based in Ferreira, C. S., & Paula, G. A. (2017) but considering the SMN family.
How to cite:
Marcela Nunez Lemus (2018). PartCensReg: Estimation and Diagnostics for Partially Linear Censored Regression Models Based on Heavy-Tailed Distributions. R package version 1.39, https://cran.r-project.org/web/packages/PartCensReg. Accessed 15 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:16), 1.38 (2018-01-05 19:28)
Other packages that cited PartCensReg R package
View PartCensReg citation profile
Other R packages that PartCensReg depends, imports, suggests or enhances
Complete documentation for PartCensReg
Functions, R codes and Examples using the PartCensReg R package
Some associated functions: Cens.SMN.PCR . PartCensReg-package . 
Some associated R codes: Cens.SMN.PCR.R . Diagnostic_SMN_PCR.R . EM_SMN_PCR.R . utils_SMN.R .  Full PartCensReg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SiER  
Signal Extraction Approach for Sparse Multivariate Response Regression
Methods for regression with high-dimensional predictors andunivariate or maltivariate response varia ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
CTTinShiny  
Shiny Interface for the CTT Package
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency  
RXshrink  
Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression
Functions are provided to calculate and display ridge TRACE Diagnostics for a variety of alternativ ...
Download / Learn more Package Citations See dependency  
functClust  
Functional Clustering of Redundant Components of a System
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
Download / Learn more Package Citations See dependency  
objectSignals  
Observer Pattern for S4
A mutable Signal object can report changes to its state, clients could register functions so that t ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA