coef.bic.BLMCP {GEInter} | R Documentation |
Extract coefficients from a "bic.BLMCP" object
Description
This function extracts the coefficients of main effects and interactions
from a BIC BLMCP model, using the stored "bic.BLMCP"
object.
Usage
## S3 method for class 'bic.BLMCP'
coef(object, ...)
Arguments
object |
Fitted |
... |
Not used. Other arguments to get coefficients. |
Value
The object returned depends on the ... argument which is passed on to the coef
method for bic.BLMCP
objects.
alpha |
The matrix of the coefficients for main environmental effects. |
beta |
The matrix of the regression coefficients for all main genetic effects (the first row) and interactions. |
References
Mengyun Wu, Yangguang Zang, Sanguo Zhang, Jian Huang, and Shuangge Ma.
Accommodating missingness in environmental measurements in gene-environment interaction
analysis. Genetic Epidemiology, 41(6):523-554, 2017.
Jin Liu, Jian Huang, Yawei Zhang, Qing
Lan, Nathaniel Rothman, Tongzhang Zheng, and Shuangge Ma.
Identification of gene-environment interactions in cancer studies using penalization.
Genomics, 102(4):189-194, 2013.
See Also
bic.BLMCP
, and predict
, and plot
methods, and the
BLMCP
function.