ShapeChange: Change-Point Estimation using Shape-Restricted Splines
Version 1.4

In a scatterplot where the response variable is Gaussian, Poisson or binomial, we consider the case in which the mean function is smooth with a change-point, which is a mode, an inflection point or a jump point. The main routine estimates the mean curve and the change-point as well using shape-restricted B-splines. An optional subroutine delivering a bootstrap confidence interval for the change-point is incorporated in the main routine.

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AuthorXiyue Liao and Mary C Meyer
Date of publication2016-12-09 08:58:47
MaintainerXiyue Liao <xiyue@rams.colostate.edu>
LicenseGPL (>= 2)
Version1.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ShapeChange")

Man pages

changept: Change-Point Estimation using Shape-Restricted Splines
ip: Specify an Inflection-Point Category in a CHANGEPT Formula
jp: Specify a Jump-Point Category in a CHANGEPT Formula
ShapeChange-package: Change-Point Estimation using Shape-Restricted Splines
tp: Specify a Unimodal Category in a CHANGEPT Formula

Functions

CicFamily Source code Source code
ShapeChange Man page
ShapeChange-package Man page
bcspl Source code
bcsplfirderi Source code
bqspl Source code
changept Man page Source code
changept.fit Source code
coef.ShapeChange Source code
confint.ShapeChange Source code
find_chpt Source code
find_pen Source code
fitted.ShapeChange Source code
ip Man page Source code
ip.kts Source code
jp Man page Source code
jp.pts Source code
make_arp Source code
make_dmat Source code
make_rs Source code
mode.kts Source code
plot.ShapeChange Source code
predict.ShapeChange Source code
print.summary.ShapeChange Source code
residuals.ShapeChange Source code
sl_fun Source code
tp Man page Source code

Files

NAMESPACE
R
R/ShapeChange.R
MD5
DESCRIPTION
man
man/ShapeChange-package.Rd
man/tp.Rd
man/jp.Rd
man/changept.Rd
man/ip.Rd
ShapeChange documentation built on May 19, 2017, 10:28 a.m.