Studentized bootstrap model-averaged tail area intervals

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Title

Studentized bootstrap model-averaged tail area intervals

Content partner

University of Otago

Collection

Otago University Research Archive

Description

In many scientific studies, the underlying data-generating process is unknown and multiple statistical models are considered to describe it. For example, in a factorial experiment we might consider models involving just main effects, as well as those that include interactions. Model-averaging is a commonly-used statistical technique to allow for model uncertainty in parameter estimation. In the frequentist setting, the model-averaged estimate of a parameter is a weighted mean of the estimates...

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Format

Research paper

Research format

Scholarly text / Journal article

Thesis level

Article

Date created

2019-03-18

Creator

Zeng, Jiaxu / Fletcher, David / Dillingham, Peter W / Cornwall, Christopher E

URL

https://hdl.handle.net/10523/25848

Related subjects

Confidence Intervals / Humans / Models, Statistical

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