Title of article
Simultaneous confidence band for the difference of segmented linear models
Author/Authors
Yothers، نويسنده , , Greg and Sampson، نويسنده , , Allan R.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
10
From page
1059
To page
1068
Abstract
Consider comparing between two treatments a response variable, whose expectation depends on the value of a continuous covariate in some nonlinear fashion. We fit separate segmented linear models to each treatment to approximate the nonlinear relationship. For this setting, we provide a simultaneous confidence band for the difference between treatments of the expected value functions. The treatments are said to differ significantly on intervals of the covariate where the simultaneous confidence band does not contain zero. We consider segmented linear models where the locations of the changepoints are both known and unknown. The band is obtained from asymptotic results.
Keywords
Treatment comparison , subset selection , Segmented linear model , Asymptotic simultaneous confidence band
Journal title
Journal of Statistical Planning and Inference
Serial Year
2011
Journal title
Journal of Statistical Planning and Inference
Record number
2221216
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