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Selected Problems for High-Dimensional Data - Quantile and Errors-in-Variables Regressions.
(2016)
This dissertation addresses two problems. First, we study joint quantile regression at multiple quantile levels with high dimensional covariates. Variable selection performed at individual quantile levels may lack stability ...
Combustion Chemistry and Physics of Ethanol Blends to Inform Biofuel Policy
(2018)
This dissertation provides new fundamental and quantitative understanding of the combustion chemistry and physics of ethanol and ethanol blends. The results provide a means to inform strategic energy policy-making in the ...