Dear All,
I just encountered an error message when I tried to run GWAS with covariates:
age PC_1 PC_2 PC_3 PC_4 PC_5 PC_6 PC_7 PC_8 PC_9 PC_10 PC_11 PC_12 PC_13 PC_14 PC_15 PC_16 PC_17 PC_18 PC_19 PC_20 Sex age_squared sex_age_squared
Error: Cannot proceed with --glm regression on phenotype 'IGF_1_Instance_0',
since variance inflation factor for covariate 'age' is too high (VIF_TOO_HIGH).
You may want to remove redundant covariates and try again.
As I saw there are papers doing the same sets of covariates in GWAS. I am not sure how to fix this problem.
Many Thanks. Have a nice day.
Yours sincerely,
Nixon So