Using Multilevel Negative Binomial Modeling to Detect Active Smoking in Colorectal Cancer Screening.

Utilizing a standard statistical approach in CRC screening, the data analyzed were equal to zero. Hierarchical data, based on contextual factors and using a multilevel modeling approach, must be addressed. The f-Hb concentration, occurred over-dispersion, which implies that further studies utilize over-dispersion for improved appropriate statistical analysis.