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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 ...
Design for Behavior Change: The Role of Product Visual Aesthetics in Promoting Sustainable Behavior.
(2013)
This dissertation tested the hypothesis that products can be designed in a principled way to induce users to modify their behavior; in particular, it explored how products make people be more environmentally responsible. ...