Fits a Model that Partitions the Covariate Space into Blocks in a Data- Adaptive Way


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Documentation for package ‘crisp’ version 1.0.0

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crisp-package crisp: A package for fitting a model that partitions the covariate space into blocks in a data-adaptive way.
crisp Convex Regression with Interpretable Sharp Partitions (CRISP).
crispCV CRISP with Tuning Parameter Selection via Cross-Validation.
plot Plots Fit from 'crisp' or 'crispCV'.
plot.crisp Plots Fit from 'crisp' or 'crispCV'.
plot.crispCV Plots Fit from 'crisp' or 'crispCV'.
plot.cvError Plots Cross-Validation Curve for 'crispCV'.
plot.sim.data Plot Mean Model for Data.
predict Predicts Observations for a New Covariate Matrix using Fit from 'crisp' or 'crispCV'.
predict.crisp Predicts Observations for a New Covariate Matrix using Fit from 'crisp' or 'crispCV'.
predict.crispCV Predicts Observations for a New Covariate Matrix using Fit from 'crisp' or 'crispCV'.
sim.data Simulate Data to Use with 'crisp'.
summary Summarizes Fit from 'crisp' or 'crispCV'.
summary.crisp Summarizes Fit from 'crisp' or 'crispCV'.
summary.crispCV Summarizes Fit from 'crisp' or 'crispCV'.