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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 ...
Structure and Dynamics of Emotional Experience in Depression.
(2012)
Human emotional experience is extremely complex and dynamic. Multiple factors
contribute to the ever changing subjective experience of emotion. Exteroceptive
information from our senses, interoceptive information from ...