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Principal Component Analysis Before or After Imputation

Hello, Would you mind answer the following questions, please?
1- Do we run the PCA analysis before or after imputation? 2- Is it ok if we use only the genetic data of the study to get covariates to adjust for the effect population stratification? Or we have to use a reference population before we run the PCA. Thanks!

pca

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