Complex sentence: Data analysis is most often used to find optimal dynamic treament regimes.The data needed to find optimal dynamic treatment regimes must include the sequence of actions taken by the subject and the resulting outcome.
Split into simpler sentences: Data analysis is most often used to find optimal dynamic treament regimes. Data needed to find optimal dynamic treatment regimes must included the sequence of actions taken by the subject and the resulting outcome.