Comparison of Statistical Methods for Identifying Risk Factors for Salmonella Contamination of Whole Chicken Carcasses

•Correlation significantly impacted conclusions from Salmonella risk factor models.•Population and subject-specific statistical approaches produce different results.•Samples were correlated (ρ = 0.112) within establishments to some degree.