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]
All associated links for this package
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 07 Mar. 2026.
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

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
factoextra  
Extract and Visualize the Results of Multivariate Data Analyses
Provides some easy-to-use functions to extract and visualize the output of multivariate data analys ...
Download / Learn more Package Citations See dependency  
prepdat  
Preparing Experimental Data for Statistical Analysis
Prepares data for statistical analysis (e.g., analysis of variance ;ANOVA) by enabling the user to ...
Download / Learn more Package Citations See dependency  
didrooRFM  
Compute Recency Frequency Monetary Scores for your Customer Data
This hosts the findRFM function which generates RFM scores on a 1-5 point scale for customer transa ...
Download / Learn more Package Citations See dependency  
momentfit  
Methods of Moments
Several classes for moment-based models are defined. The classes are defined for moment conditions d ...
Download / Learn more Package Citations See dependency  
RobPer  
Robust Periodogram and Periodicity Detection Methods
Calculates periodograms based on (robustly) fitting periodic functions to light curves (irregularly ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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