Browsing by Subject "Cross-validation, Generalized estimating equations, Multiple smoothing parameters, Penalized splines, Working covariance matrix."
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(2012-02-14)Penalized methods are becoming more and more popular in statistical research. This dissertation research covers two major aspects of applications of penalized methods: variable selection and nonparametric function estimation. ...