Other packages > Find by keyword >

plsmselect  

Linear and Smooth Predictor Modelling with Penalisation and Variable Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("plsmselect", "0.2.0")



Attach the package and use:
library("plsmselect")
Maintained by
Indrayudh Ghosal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-19
Latest Update: 2019-11-24
Description:
Fit a model with potentially many linear and smooth predictors. Interaction effects can also be quantified. Variable selection is done using penalisation. For l1-type penalties we use iterative steps alternating between using linear predictors (lasso) and smooth predictors (generalised additive model).
How to cite:
Indrayudh Ghosal (2019). plsmselect: Linear and Smooth Predictor Modelling with Penalisation and Variable Selection. R package version 0.2.0, https://cran.r-project.org/web/packages/plsmselect. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:42), 0.1.3 (2019-07-19 10:40)
Other packages that cited plsmselect R package
View plsmselect citation profile
Other R packages that plsmselect depends, imports, suggests or enhances
Complete documentation for plsmselect
Functions, R codes and Examples using the plsmselect R package
Some associated functions: cbh . create_dataset . cumbasehaz . find_family . formula_setup . gamlasso . gamlassoChecks . gamlassoFit . lasso_gam_loop . meandist . nzeros . predict.gamlasso . print.gamlasso . readconfirm . simData . summary.gamlasso . 
Some associated R codes: check.R . cumbasehaz.R . data.R . fit.R . internal.R . output.R .  Full plsmselect 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  
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  
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  
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