Regression with Responses from Exponential Families
For responses from exponential family distributions, (1.4) of Example 1.1 defines penalized likelihood regression. Among topics of primary interest are the selection of smoothing parameters, the computation of the estimates, the asymptotic behavior of the estimates, and various data analytical tools.
KeywordsSmoothing Parameter Exponential Family Newton Iteration Full Column Rank Bibliographic Note
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