Other packages > Find by keyword >

KSPM  

Kernel Semi-Parametric Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("KSPM", "0.2.1")



Attach the package and use:
library("KSPM")
Maintained by
Catherine Schramm
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-09
Latest Update: 2020-08-10
Description:
To fit the kernel semi-parametric model and its extensions. It allows multiple kernels and unlimited interactions in the same model. Coefficients are estimated by maximizing a penalized log-likelihood; penalization terms and hyperparameters are estimated by minimizing leave-one-out error. It includes predictions with confidence/prediction intervals, statistical tests for the significance of each kernel, a procedure for variable selection and graphical tools for diagnostics and interpretation of covariate effects. Currently it is implemented for continuous dependent variables. The package is based on the paper of Liu et al. (2007), .
How to cite:
Catherine Schramm (2019). KSPM: Kernel Semi-Parametric Models. R package version 0.2.1, https://cran.r-project.org/web/packages/KSPM. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2019-01-09 18:30), 0.1.1 (2019-02-01 18:33), 0.1.2 (2019-04-07 12:12), 0.2.0 (2019-10-14 12:10)
Other packages that cited KSPM R package
View KSPM citation profile
Other R packages that KSPM depends, imports, suggests or enhances
Complete documentation for KSPM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
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  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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