✦ LIBER ✦

Exact simultaneous confidence bands for a collection of univariate polynomials in regression analysis

✍ Scribed by Michael R. Kosorok; Roger Qu

Publisher: John Wiley and Sons
Year: 1999
Tongue: English
Weight: 100 KB
Volume: 18
Category: Article
ISSN: 0277-6715
DOI: 10.1002/(sici)1097-0258(19990315)18:5<613::aid-sim51>3.0.co;2-#

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✦ Synopsis

We discuss a simple simulation method for construction of exact confidence bands, having a pre-assigned confidence level simultaneously for several regression functions which are univariate polynomials in the predictors. This is accomplished by combining and extending existing results in a manner that permits both finite and infinite ranges for individual predictor variables. We illustrate the method for a logistic regression model with both dichotomous and continuous predictors.