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 ... -
Herbicide-based Weed Management Systems for Potato (Solanum tuberosum) and Wheat (Triticum aestivum) and Growth and Reproductive Characteristics of Smooth Pigweed (Amaranthus hybridus)
(Virginia Tech, 2002-08-09)Integrated weed management involves the utilization of weed biology principles to develop effective and economical control strategies. This research involved investigations of herbicide-based weed management programs in ...
