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A non-parametric modeling approach for the intercept terms may thus better accommodate model misspecification. This can be implemented in numerous software, with packages such as lme4 and mvmeta in R, Proc Mixed in SAS and mvmeta in STATA. However, difficulties may arise in the first or second stage estimation.