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.
| Version: |
1.4 |
| Depends: |
coneproj (≥ 1.11), quadprog (≥ 1.5-5), R (≥ 3.2.0) |
| Suggests: |
stats, MASS, graphics, grDevices, utils |
| Published: |
2016-12-09 |
| Author: |
Xiyue Liao and Mary C Meyer |
| Maintainer: |
Xiyue Liao <xiyue at rams.colostate.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
ShapeChange results |
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