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]
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 04 Apr. 2025.
Previous versions and publish date:
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
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for PartCensReg12345678910TrendBars

Today's Hot Picks in Authors and Packages

perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
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  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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