Contents: Winner's curse: tendency to see a larger effect than usual upon discovery
Examples from GWAS
Methods for obtaining unbiased estimates
Replication: confirming genetic associations in further studies
Technical, direct and indirect replication
Meta-analysis: combining multiple GWAS
Forest plots, fixed and random effects, sources of heterogeneity in GWAS.