From: Time-varying SMART design and data analysis methods for evaluating adaptive intervention effects
β 12 | β 22 | β 23 | β 32 | β 41 | β 42 | Power to select optimal embedded adaptive strategy | ||
---|---|---|---|---|---|---|---|---|
Time-varying SMART | Standard SMART | |||||||
Without interaction | 0.4 | 0.5 | 0.5 | 2 | 82.8 % | 83.0 % | ||
0.3 | −0.2 | 0.4 | 2 | 60.2 % | 59.2 % | |||
0.3 | −0.5 | 0.4 | 2 | 76.2 % | 75.0 % | |||
With interaction | 0.4 | 0.5 | 0.5 | 2 | 0.5 | −0.3 | 99.2 % | 97.0 % |
0.6 | 0.5 | 0.4 | 2 | 0.2 | 0.2 | 63 % | 62.8 % | |
0.6 | −0.5 | −0.5 | 2 | 0.2 | −0.3 | 72.2 % | 73.4 % |