Degree Name
Master of Science
Graduate Program
Mathematics
Advisor
Olive, David J
Abstract
We consider testing the multiple linear regression model with the one component partial least squares (OPLS) estimator and the marginal maximum likelihood estimator (MMLE) where the sample covariance vector ηˆOP LS = ΣˆxY, including the case where the predictors have been standardized to have unit variance. Some of the tests can be done in high dimensions.
COinS