scholarly journals Bayesian Variable Selection in Structured High-Dimensional Covariate Spaces With Applications in Genomics

2010 ◽  
Vol 105 (491) ◽  
pp. 1202-1214 ◽  
Author(s):  
Fan Li ◽  
Nancy R. Zhang
Keyword(s):  
Variable Selection ◽  
Bayesian Variable Selection ◽  
High Dimensional

Sparse Bayesian variable selection for classifying high-dimensional data

2018 ◽  
Vol 11 (2) ◽  
pp. 385-395 ◽  
Author(s):  
Aijun Yang ◽  
Heng Lian ◽  
Xuejun Jiang ◽  
Pengfei Liu
Keyword(s):  
Variable Selection ◽  
High Dimensional Data ◽  
Bayesian Variable Selection ◽  
High Dimensional ◽  
Selection For

scholarly journals On the computational complexity of high-dimensional Bayesian variable selection

2016 ◽  
Vol 44 (6) ◽  
pp. 2497-2532 ◽  
Author(s):  
Yun Yang ◽  
Martin J. Wainwright ◽  
Michael I. Jordan
Keyword(s):  
Computational Complexity ◽  
Variable Selection ◽  
Bayesian Variable Selection ◽  
High Dimensional

scholarly journals Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression

2015 ◽  
Vol 9 (2) ◽  
pp. 687-713 ◽  
Author(s):  
Fan Li ◽  
Tingting Zhang ◽  
Quanli Wang ◽  
Marlen Z. Gonzalez ◽  
Erin L. Maresh ◽  
...  
Keyword(s):  
Variable Selection ◽  
Bayesian Variable Selection ◽  
High Dimensional

Bayesian variable selection in clustering high-dimensional data with substructure

2008 ◽  
Vol 13 (4) ◽  
pp. 407-423 ◽  
Author(s):  
Michael D. Swartz ◽  
Qianxing Mo ◽  
Mary E. Murphy ◽  
Joanne R. Lupton ◽  
Nancy D. Turner ◽  
...  
Keyword(s):  
Variable Selection ◽  
High Dimensional Data ◽  
Bayesian Variable Selection ◽  
High Dimensional
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