| test.function {KSPM} | R Documentation |
Score Tests for kernel part in kernel semi parametric model
Description
Perform score tests for kernel part in kernel semi parametric model
Usage
test.1.kernel(object)
test.global.kernel(object)
test.k.kernel(object, kernel.name)
Arguments
object |
an object of class "kspm" |
kernel.name |
vector of character listing names of kernels for which test should be performed |
Value
p values
Author(s)
Catherine Schramm, Aurelie Labbe, Celia Greenwood
References
Schweiger, Regev, et al. "RL SKAT: an exact and efficient score test for heritability and set tests." Genetics (2017): genetics 300395.
Li, Shaoyu, and Yuehua Cui. "Gene centric gene gene interaction: A model based kernel machine method." The Annals of Applied Statistics 6.3 (2012): 1134:1161.
Oualkacha, Karim, et al. "Adjusted sequence kernel association test for rare variants controlling for cryptic and family relatedness." Genetic epidemiology 37.4 (2013): 366:376.
Ge, Tian, et al. "A kernel machine method for detecting effects of interaction between multidimensional variable sets: An imaging genetics application." Neuroimage 109 (2015): 505:514.