shclust: Implement the EM algorithm for the SlopeHunter model-based...
In Osmahmoud/SlopeHunter: Slope-Hunter: A ROBUST METHOD FOR COLLIDER BIAS CORRECTION IN CONDITIONAL GENOME-WIDE ASSOCIATION STUDIES
shclust R Documentation
Implement the EM algorithm for the SlopeHunter model-based clustering
Description
Implement the EM algorithm for the SlopeHunter model-based clustering
Usage
shclust(gwas, pi0, sxy1)
Arguments
gwas
a data frame with columns: xbeta; xse; ybeta; yse.
pi0
initial value for the weight of the mixture component that represents the cluster of SNPs affecting x only.
sxy1
initial value for the covariance between x and y.
Value
EM fit for SlopeHunter estimator
Osmahmoud/SlopeHunter documentation built on Oct. 7, 2022, 4:38 p.m.
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| shclust | R Documentation |
Implement the EM algorithm for the SlopeHunter model-based clustering
Description
Implement the EM algorithm for the SlopeHunter model-based clustering
Usage
shclust(gwas, pi0, sxy1)
Arguments
gwas |
a data frame with columns: xbeta; xse; ybeta; yse. |
pi0 |
initial value for the weight of the mixture component that represents the cluster of SNPs affecting x only. |
sxy1 |
initial value for the covariance between x and y. |
Value
EM fit for SlopeHunter estimator
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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