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Smoothing splines with varying smoothing parameter
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Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data
(Virginia Tech, 2012-10-19)Model and variable selection have attracted considerable attention in areas of application where datasets usually contain thousands of variables. Variable selection is a critical step to reduce the dimension of high ... -
Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement
(Virginia Tech, 2018-02-23)Literature on change point analysis mostly requires a sudden change in the data distribution, either in a few parameters or the distribution as a whole. We are interested in the scenario that the variance of data may make ... -
New exotic 4-manifolds via Luttinger surgery on Lefschetz fibrations
(WORLD SCIENTIFIC, 2015-01-01)In [Small exotic 4-manifolds, Algebr. Geom. Topol. 8 (2008) 1781-1794], the first author constructed the first known example of exotic minimal symplectic CP2#5CP2and minimal symplectic 4-manifold that is homeomorphic but ...
