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]
All associated links for this package
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 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:53), 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

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