| .differential_variability | Check Variability Between Intervention and Control Groups |
| .imbalance_day_intervention | Check Day of Week of Randomisation for Non-uniformity |
| .implausible_values | Check Variables for Implausible Values |
| .prepare_data | Check clinical Data Matches its Data Specification |
| .repeating_baseline | Check Baseline Variables for Repetition |
| .terminal_digits | Check Terminal Digits of Numerical Variables for Non-uniformity |
| .unexpectedly_uncorrelated | Check Pairs of Variables Expected to be Correlated |
| run_checks | Run a Suite of Integirity Checks Based on Dataset Annotation |