Smoothing splines with varying smoothing parameter
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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 ... -
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 ... -
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(Virginia Tech, 2016-12-08)Annual bluegrass (Poa annua L.) and roughstalk bluegrass (Poa trivialis L.) are among the most troublesome grass weeds on golf courses throughout the United States. Herbicides for selective control of these weeds in ...
