HapMap_CEU_Geno

An object of <code><a href="/link/hlaSNPGenoClass?package=HIBAG&version=1.8.3" rd-options="" data-mini-rdoc="HIBAG::hlaSNPGenoClass">hlaSNPGenoClass</a></code> of 60 samples and 1564 SNPs.

datasets

Genetics

It is a software package for imputing HLA types using SNP data,
and relies on a training set of HLA and SNP genotypes. HIBAG can be used
by researchers with published parameter estimates instead of requiring
access to large training sample datasets. It combines the concepts of
attribute bagging, an ensemble classifier method, with haplotype inference
for SNPs and HLA types. Attribute bagging is a technique which improves
the accuracy and stability of classifier ensembles using bootstrap
aggregating and random variable selection.

Xiuwen Zheng

HIBAG

HLA Genotype Imputation with Attribute Bagging

HapMap_CEU_Geno function

An object of <code><a href="hlaSNPGenoClass" rd-options="">hlaSNPGenoClass</a></code> of 60 samples and 1564 SNPs.

HapMap_CEU_Geno: SNP genotypes of a study simulated from HapMap CEU genotypic data

Description

Usage

Arguments

Value

References