Comparing activity analyses for improved accuracy and sensitivity of drug detection

► Conventional activity and locomotion data often have variance heterogeneity and thus is usually not normally distributed. ► The analysis of activity and locomotion data can be improved by simple analysis techniques, i.e. transforms and probabilities. ► These alternative analysis techniques improve confidence and sensitivity in change detection.