ShapeChange: Change-Point Estimation using Shape-Restricted Splines

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.

AuthorXiyue Liao and Mary C Meyer
Date of publication2016-12-09 08:58:47
MaintainerXiyue Liao <xiyue@rams.colostate.edu>
LicenseGPL (>= 2)
Version1.4

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