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
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
Journal title :
Journal of Statistical Planning and Inference