Tiled regression reduces type I error rates in tests of association of rare single nucleotide variants with non-normally distributed traits, compared with simple linear regression.
Heejong SungAlexa J. M. SorantJeremy A. SabourinTae-Hwi Schwantes-AnCristina M. JusticeJoan E. Bailey-WilsonAlexander F. WilsonPublished in: BIBM (2015)
Keyphrases
- linear regression
- least squares
- regression problems
- regression methods
- locally weighted
- ridge regression
- regression method
- predictor variables
- linear regression model
- nonlinear regression
- type i error
- generalized linear models
- kernel regression
- linear models
- multivariate regression
- pairwise
- regression model
- genetic programming
- machine learning