Other packages > Find by keyword >

rpms  

Recursive Partitioning for Modeling Survey Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rpms", "0.5.1")



Attach the package and use:
library("rpms")
Maintained by
Daniell Toth
[Scholar Profile | Author Map]
First Published: 2016-10-21
Latest Update: 2021-06-25
Description:
Functions to allow users to build and analyze design consistent tree and random forest models using survey data from a complex sample design. The tree model algorithm can fit a linear model to survey data in each node obtained by recursively partitioning the data. The splitting variables and selected splits are obtained using a randomized permutation test procedure which adjusted for complex sample design features used to obtain the data. Likewise the model fitting algorithm produces design-consistent coefficients to any specified least squares linear model between the dependent and independent variables used in the end nodes. The main functions return the resulting binary tree or random forest as an object of "rpms" or "rpms_forest" type. The package also provides methods modeling a "boosted" tree or forest model and a tree model for zero-inflated data as well as a number of functions and methods available for use with these object types.
How to cite:
Daniell Toth (2016). rpms: Recursive Partitioning for Modeling Survey Data. R package version 0.5.1, https://cran.r-project.org/web/packages/rpms. Accessed 27 Mar. 2025.
Previous versions and publish date:
0.1.0 (2016-10-21 21:56), 0.2.0 (2017-02-04 08:42), 0.2.1 (2017-06-02 17:34), 0.3.0 (2018-05-05 08:22), 0.4.0 (2019-05-31 00:13)
Other packages that cited rpms R package
View rpms citation profile
Other R packages that rpms depends, imports, suggests or enhances
Complete documentation for rpms
Downloads during the last 30 days
02/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/25Downloads for rpms051015202530354045TrendBars

Today's Hot Picks in Authors and Packages

jrt  
Item Response Theory Modeling and Scoring for Judgment Data
Psychometric analysis and scoring of judgment data using polytomous Item-Response Theory (IRT) model ...
Download / Learn more Package Citations See dependency  
treeDA  
Tree-Based Discriminant Analysis
Performs sparse discriminant analysis on a combination of node and leaf predictors when the predicto ...
Download / Learn more Package Citations See dependency  
SimSurvNMarker  
Simulate Survival Time and Markers
Provides functions to simulate from joint survival and marker models. The user can specific all bas ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
CompModels  
Pseudo Computer Models for Optimization
A suite of computer model test functions that can be used to test and evaluate algorithms for Bayesi ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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