Other packages > Find by keyword >

crisp  

Fits a Model that Partitions the Covariate Space into Blocks in a Data- Adaptive Way
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("crisp", "1.0.0")



Attach the package and use:
library("crisp")
Maintained by
Ashley Petersen
[Scholar Profile | Author Map]
First Published: 2017-01-05
Latest Update: 2017-01-05
Description:
Implements convex regression with interpretable sharp partitions (CRISP), which considers the problem of predicting an outcome variable on the basis of two covariates, using an interpretable yet non-additive model. CRISP partitions the covariate space into blocks in a data-adaptive way, and fits a mean model within each block. Unlike other partitioning methods, CRISP is fit using a non-greedy approach by solving a convex optimization problem, resulting in low-variance fits. More details are provided in Petersen, A., Simon, N., and Witten, D. (2016). Convex Regression with Interpretable Sharp Partitions. Journal of Machine Learning Research, 17(94): 1-31 .
How to cite:
Ashley Petersen (2017). crisp: Fits a Model that Partitions the Covariate Space into Blocks in a Data- Adaptive Way. R package version 1.0.0, https://cran.r-project.org/web/packages/crisp. Accessed 04 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited crisp R package
View crisp citation profile
Other R packages that crisp depends, imports, suggests or enhances
Complete documentation for crisp
Functions, R codes and Examples using the crisp R package
Some associated functions: crisp-package . crisp . crispCV . plot.cvError . plot . plot.sim.data . predict . sim.data . summary . 
Some associated R codes: CRISP_functions.R . crisp-package.R .  Full crisp package functions and examples
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/03Downloads for crisp024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  
kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
Download / Learn more Package Citations See dependency  
appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
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  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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