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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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