Genotype Quality Control with 'PLINK'


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Documentation for package ‘plinkQC’ version 1.0.1

Help Pages

ancestry_prediction Predicting sample superpopulation ancestry
checkFiltering Check and construct PLINK sample and marker filters
checkLoadingMat Checking the path of the loading matrix
checkPlink Check PLINK software access
checkPlink2 Check PLINK2 software access
checkRemoveIDs Check and construct individual IDs to be removed
check_het_and_miss Identification of individuals with outlying missing genotype or heterozygosity rates
check_hwe Identification of SNPs showing a significant deviation from Hardy-Weinberg- equilibrium (HWE)
check_maf Identification of SNPs with low minor allele frequency
check_relatedness Identification of related individuals
check_sex Identification of individuals with discordant sex information
check_snp_missingness Identification of SNPs with high missingness rate
cleanData Create plink dataset with individuals and markers passing quality control
convert_to_plink2 Converting PLINK v1.9 data files into PLINK v2.0 data files
evaluate_ancestry_prediction Predicting sample superpopulation ancestry
evaluate_check_het_and_miss Evaluate results from PLINK missing genotype and heterozygosity rate check.
evaluate_check_relatedness Evaluate results from PLINK IBD estimation.
evaluate_check_sex Evaluate results from PLINK sex check.
overviewPerIndividualQC Overview of per sample QC
overviewPerMarkerQC Overview of per marker QC
perIndividualQC Quality control for all individuals in plink-dataset
perMarkerQC Quality control for all markers in plink-dataset
pruning_ld Pruning of SNPs in Linkage Disequilibrium
relatednessFilter Remove related individuals while keeping maximum number of individuals
rename_variant_identifiers Renaming variants
run_ancestry_format Running functions to format data for ancestry prediction
run_ancestry_prediction Projecting the study data set onto the PC space of the reference dataset
run_check_heterozygosity Run PLINK heterozygosity rate calculation
run_check_missingness Run PLINK missingness rate calculation
run_check_relatedness Run PLINK IBD estimation
run_check_sex Run PLINK sexcheck
testNumerics Test lists for different properties of numerics