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Run reusable individual-level QC

Usage

qc_individual_data(
  X,
  Y,
  maf = NULL,
  X_variance = NULL,
  missing_rate_thresh = NULL,
  maf_cutoff = 5e-04,
  xvar_cutoff = 0,
  ld_reference_meta_file = NULL,
  keep_indel = TRUE,
  pip_cutoff_to_skip = 0,
  context = NULL
)

Arguments

X

Genotype matrix or named list of genotype matrices.

Y

Phenotype vector/matrix or named list of phenotype matrices.

maf

Optional MAF vector or named list.

X_variance

Optional variant variance vector or named list.

missing_rate_thresh

Maximum missing genotype rate.

maf_cutoff

Minimum MAF cutoff.

xvar_cutoff

Minimum genotype variance cutoff.

ld_reference_meta_file

Optional LD reference metadata file.

keep_indel

Whether indel variants are kept during LD-reference filtering.

pip_cutoff_to_skip

Optional single-effect PIP cutoff.

Value

A named list of cleaned context-level X/Y records, or one cleaned record for matrix inputs.