The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-s...
The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square
About this item
Full title
Author / Creator
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title
Language
English
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Publication information
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
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More information
Scope and Contents
Contents
Logistic regression is used thousands of times a day to fit data, predict future outcomes, and assess the statistical significance of explanatory variables. When used for the purpose of statistical inference, logistic models produce
p
-values for the regression coefficients by using an approximation to the distribution of the likelihood-ratio...
Alternative Titles
Full title
The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_proquest_journals_2170082012
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2170082012
Other Identifiers
ISSN
0178-8051
E-ISSN
1432-2064
DOI
10.1007/s00440-018-00896-9
