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Table 4 Power simulation: power vs. selected nominal levels for all strategies

From: Novel genetic matching methods for handling population stratification in genome-wide association studies

   

Power 1− β

Test

Units

Validation

α =0 . 01

α =0 . 001

α =0 . 0001

CAT

AT

–

–

0.665

0.450

0.271

CAT

RSU

Pairs

Cluster

0.881

0.782

0.662

CAT

RSU

Pairs

Vicinity

0.846

0.710

0.558

CAT

RSU

Groups

Cluster

0.809

0.705

0.594

CAT

RSU

Groups

Vicinity

0.833

0.729

0.607

CAT

RSU

Clusters

–

0.808

0.704

0.597

MCAT(2)

RSU

Pairs

Cluster

0.884

0.783

0.658

MCAT(2)

RSU

Pairs

Vicinity

0.823

0.705

0.549

MCAT(2)

RSU

Groups

Cluster

0.907

0.808

0.685

MCAT(2)

RSU

Groups

Vicinity

0.872

0.745

0.591

MCAT(2)

RSU

Clusters

–

0.894

0.782

0.641

MCAT(1)

AT

Pairs

Cluster

0.862

0.733

0.579

MCAT(1)

AT

Pairs

Vicinity

0.813

0.641

0.454

MCAT(1)

AT

Groups

Cluster

0.903

0.797

0.671

MCAT(1)

AT

Groups

Vicinity

0.878

0.751

0.603

MCAT(1)

AT

Clusters

–

0.898

0.786

0.650

LRmds

LRT

7 PCs

–

0.871

0.741

0.588

LRmds

LRT

14 PCs

–

0.908

0.805

0.678

LRmds

LRT

28 PCs

–

0.901

0.798

0.664

  1. 11,010 SNPs, 1845 individuals, nominal error level α and power 1−β. 10,000 independent SNPs were used to obtain structure information. The abbreviations in the second column are: AT asymptotic test, RSU resampling simulation within units (99,995 cycles), LRT likelihood ratio test. Column N shows the number of individuals included and in brackets the number of pairs p, groups g and clusters c.