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Table 1 Summary of statistical methods used by the GAW20 Causal Modeling Group

From: Causal modeling in a multi-omic setting: insights from GAW20

 

Auerbach (R2)

Howey (Bayesian networks)

Jiang (MR)

Justice (SEM)

Li (Mechanistic modeling)

Sayols-Baixeras (MR)

Adjustment for family relatedness

X

 

X

X

X

X

Bootstrapping

 

X

X

   

Mendelian randomization

  

X

  

X

Principal components

 

X

X

X

  

Causal networks

 

X

 

X

  

Imputed SNPs

  

X

   

Optimization

 

X

X

   
  1. MR Mendelian randomization, SEM structural equations modeling