Title of article
Exact simultaneous confidence segments for all contrast comparisons
Author/Authors
Lu، نويسنده , , Xiaojing and Chen، نويسنده , , John T.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
7
From page
2816
To page
2822
Abstract
This paper provides an exact method to construct simultaneous confidence bands for all contrasts of several regression lines over a restricted explanatory variable. Due to the lack of exact methods in the literature, currently existing approaches consist mainly of simulation based approaches. Using confidence bands for regression analysis occurs ubiquitously in practice, for example, inference on the shelf-life or stability of a drug, on the reliability of an engineering system over time, on the environmental impact of a fertilizer in a field over time, to list just a few. The new method enhances currently existing approaches that are based on simulations.
Keywords
Simultaneous confidence bands , Linear regression , Cauchy density , Exact inference , All contrast comparisons
Journal title
Journal of Statistical Planning and Inference
Serial Year
2009
Journal title
Journal of Statistical Planning and Inference
Record number
2220160
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