Semiparametric Regression of Multi-Dimensional Genetic Pathway Data: Least Squares Kernel Machines and Linear Mixed Models


Autoria(s): Liu, Dawei; Lin, Xihong; Ghosh, Debashis
Data(s)

28/11/2006

Formato

application/pdf

Identificador

http://biostats.bepress.com/harvardbiostat/paper62

http://biostats.bepress.com/cgi/viewcontent.cgi?article=1068&context=harvardbiostat

Publicador

Collection of Biostatistics Research Archive

Fonte

Harvard University Biostatistics Working Paper Series

Palavras-Chave #BLUPs; Kernel function; Model/variable selection; Nonparametric regression; Penalized likelihood; REML; Score test; Smoothing parameter; Support vector machines #Genetics #Bioinformatics #Biostatistics #Computational Biology #Epidemiology #Genetics #Laboratory and Basic Science Research #Microarrays #Multivariate Analysis #Statistical Methodology #Statistical Models #Statistical Theory
Tipo

text