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chngpt (version 2016.7-9)

Change Point Regression

Description

Change point regression models are also called two-phase regression, break-point regression, split-point regression, structural change models and threshold regression models. Hypothesis testing in change point logistic regression with or without interaction terms. Several options are provided for testing in models with interaction, including a maximum of likelihood ratios test that determines p-value through Monte Carlo. Estimation under change point model is also included, but less developed at this point.

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Version

Install

install.packages('chngpt')

Monthly Downloads

1,185

Version

2016.7-9

License

GPL (>= 2)

Maintainer

Youyi Fong

Last Published

July 10th, 2016

Functions in chngpt (2016.7-9)

chngptm

Estimate change point logistic model
sim.alphas

Simulation Parameters
chngpt

chngpt Package
dat.mtct

An Example Dataset
sim.chngpt

Simulation Function
chngpt.test

Change Point Tests
sim.my

Simulate data
sim.pastor

Simulate data according to one of the scenarios considered in Pastor-Barriuso et al 2003