Other packages > Find by keyword >

rmargint  

Robust Marginal Integration Procedures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rmargint", "2.0.3")



Attach the package and use:
library("rmargint")
Maintained by
Alejandra Martinez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-28
Latest Update: 2023-10-23
Description:
Three robust marginal integration procedures for additive models based on local polynomial kernel smoothers. As a preliminary estimator of the multivariate function for the marginal integration procedure, a first approach uses local constant M-estimators, a second one uses local polynomials of order 1 over all the components of covariates, and the third one uses M-estimators based on local polynomials but only in the direction of interest. For this last approach, estimators of the derivatives of the additive functions can be obtained. All three procedures can compute predictions for points outside the training set if desired. See Boente and Martinez (2017) for details.
How to cite:
Alejandra Martinez (2019). rmargint: Robust Marginal Integration Procedures. R package version 2.0.3, https://cran.r-project.org/web/packages/rmargint. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:51), 1.0.2 (2019-06-28 08:10), 2.0.2 (2020-08-05 00:50)
Other packages that cited rmargint R package
View rmargint citation profile
Other R packages that rmargint depends, imports, suggests or enhances
Complete documentation for rmargint
Functions, R codes and Examples using the rmargint R package
Some associated functions: deviance.margint . fitted.values.margint . formula.margint . k.epan . kernel10 . kernel4 . kernel6 . kernel8 . margint.cl . margint.rob . my.norm.2 . plot.margint . predict.margint . print.margint . psi.huber . psi.tukey . residuals.margint . rmargint-package . summary.margint . 
Some associated R codes: rmargint-fn.R .  Full rmargint package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
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  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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