From: Modeling adaptive response profiles in a vaccine clinical trial
Fixed Effect Structure | Random Effect Structure | Model specification | Adjuvant | ||||
---|---|---|---|---|---|---|---|
 |  |  | AS01B | AS01E | AS03A | AS04 | Alum |
2-segment 1st order polynomial | 2 slopes | knot at Day 44 | 1179.27 | 1228.55 | 1189.45 | 1254.54 | 827.64 |
3-segment 1st order polynomial | 3 slopes | knots at Days 30 & 44 | 767.99 | 796.35 | 723.94 | 865.89 | 675.69 |
2-segment 1st order polynomial | 2 slopes | knot optimized | 1175.51 | 1223.95 | 1179.99 | 1216.55 | 784.10 |
3-segment 1st order polynomial | 3 slopes | knots optimized | NA | NA | NA | 865.89 | 669.64 |
3rd order polynomial | all degrees except intercept | x-axis transformed | 1385.02 | 1389.77 | 1344.64 | 1327.85 | 822.13 |
2-segment 2nd order polynomial | all degrees except intercept | x-axis transformed, knot optimized | 1189.33 | 1227.23 | 1181.72 | 1210.15 | 765.78 |