Date of Award
8-1-2024
Degree Name
Doctor of Philosophy
Department
Mathematics
First Advisor
Olive, David
Abstract
We derive some large sample theory for the marginal maximum likelihood estimator formultiple linear regression. Then testing is considered for that estimator and the one component partial least squares estimator, including some high dimensional tests. Testing with these two estimators for the multiple linear regression model with heterogeneity and for the single index model is also considered.
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