A provable smoothing approach for high dimensional generalized regression with applications in genomics
Work
Year: 2017
Type: article
Abstract: In many applications, linear models fit the data poorly. This article studies an appealing alternative, the generalized regression model. This model only assumes that there exists an unknown monotonic... more
Source: Electronic Journal of Statistics
Institutions University of Washington, Johns Hopkins University, Indiana University – Purdue University Indianapolis
Cites: 50
Cited by: 11
Related to: 10
FWCI: 1.195
Citation percentile (by year/subfield): 84.56
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $675