R: LD LASSO Object created by the function ld_lasso_method
ldlasso.obj
R Documentation
LD LASSO Object created by the function ld_lasso_method
Description
This is a data frame created by the function
ld_lasso_method. It contains information about the parameters used to
generate the three LD LASSO solutions, as well as the solutions
themselves. It also contains the results from the grid search
performed to estimates the cp-optimal solution. (see cp.obj) Some
basic map information is also stored here for use when plotting.
Usage
ldlasso.obj
Format
data.frame
beta1
numeric
cp-optimal solution
beta2
numeric
fused solution
beta3
numeric
un-fused solution
s2star
numeric
s2 parameter used for cp-optimal solution
cp.obj
data.frame
s2 and cp vectors along with solution
matrix used to find s2star
log10p
numeric
log base 10 of p-values from
allelic test of association for each SNP
bpmap
numeric
vector of physical SNP positions in kb from
left boundary
block.bounds.vec
numeric
position of block boundaries in
kb from left boundary (does not inlcude endpoints)
s1
numeric
LASSO parameter
B
numeric
number of bootstrap samples used by
ld_lasso_method to find s2star
s2.vec.length
numeric
length of vector of s2 values used
in ld_lasso_method
References
Samuel Younkin, Joseph Nadeau, Robert Elston and J. Sunil
Rao, "The Linkage Disequilibrium LASSO for SNP Selection in a Genetic
Association Study of Late Onset Alzheimer Disease," Technical Report,
2010