You can find an extensive discussion of the methods used to correct for publication bias in the collaborative book Statistical Tools of Causal Inference.
The methods we want to test in this project are:
FAT-PET-PEESE, in three versions (Fixed effects, random effects and weighted least squares).
p-curving.
Selection models (in their Andrews and Kasy version).