Variable Selection in Semi-parametric Additive Models with Extensionsto High Dimensional Data and Additive Cox Models

additive Cox model;high dimensional data;variable selection;Semi-parametric additive models;garrote

Liu, Song ; Hao Helen Zhang, Committee Chair,Dennis Boos, Committee Member,Wenbin Lu, Committee Member,John Monahan, Committee Member,Liu, Song ; Hao Helen Zhang ; Committee Chair ; Dennis Boos ; Committee Member ; Wenbin Lu ; Committee Member ; John Monahan ; Committee Member

University:North Carolina State University

关键词: additive Cox model;    high dimensional data;    variable selection;    Semi-parametric additive models;    garrote;   

Others  :  https://repository.lib.ncsu.edu/bitstream/handle/1840.16/4592/etd.pdf?sequence=1&isAllowed=y

美国|英语

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