Figure 1. Benefits of the modelling framework over the course of the study period.

The animal baseline matching improves the statistical analysis and design of preclinical animal studies in terms of power calculations, balanced allocations, and intervention blinding (pre-intervention period), as well as through the use of matching information in the statistical testing of the intervention effects (post-intervention period).