Table 4.

Design validation (with the mixed prior)

No.	Sampling days	Sensitivity			Specificity
		Besta	Evaluationb	Diff.	Besta	Evaluationb	Diff.
Streamlined designs A
1	7 + 13	0.98	0.98	0.00	0.96	0.94	−0.02
2	7 + 14	0.98	0.96	−0.02	0.97	0.94	−0.03
3	8 + 13	0.99	0.98	−0.01	0.96	0.93	−0.03
4	8 + 14	0.99	0.97	−0.02	0.96	0.92	−0.04
5	9 + 13	0.99	0.98	−0.01	0.95	0.93	−0.02
6	9 + 14	0.99	0.98	−0.01	0.96	0.89	−0.07
7	2 + 7+13	0.98	0.99	0.01	0.94	0.88	−0.06
8	2 + 7+14	1.00	0.99	−0.01	0.94	0.89	−0.05
9	2 + 8+13	0.97	1.00	0.03	0.93	0.87	−0.06
10	2 + 8+14	0.99	1.00	0.01	0.93	0.89	−0.04
11	2 + 9+13	0.97	1.00	0.03	0.92	0.85	−0.07
12	2 + 9+14	0.99	1.00	0.01	0.92	0.87	−0.05
13	3 + 7+13	0.99	0.99	0.00	0.94	0.91	−0.03
14	3 + 7+14	1.00	1.00	0.00	0.93	0.86	−0.07
15	3 + 8+13	0.99	1.00	0.01	0.94	0.89	−0.05
16	3 + 8+14	1.00	1.00	0.00	0.93	0.85	−0.08
17	3 + 9+13	0.99	1.00	0.01	0.95	0.89	−0.06
18	3 + 9+14	0.99	1.00	0.01	0.93	0.86	−0.07
Streamlined designs B
19	5 + 7	0.98	0.99	0.01	0.94	0.89	−0.05
20	5 + 8	0.99	0.99	0.00	0.94	0.89	−0.05
21	5 + 9	0.98	0.99	0.01	0.95	0.89	−0.06
22	1 + 5+7	0.89	0.89	0.00	0.93	0.90	−0.03
23	1 + 5+8	0.91	0.95	0.04	0.94	0.90	−0.04
24	1 + 5+9	0.96	0.99	0.03	0.95	0.92	−0.03
25	2 + 5+7	0.93	1.00	0.07	0.94	0.89	−0.05
26	2 + 5+8	0.95	1.00	0.05	0.95	0.88	−0.07
27	2 + 5+9	0.97	1.00	0.03	0.95	0.87	−0.08
28	3 + 5+7	0.97	0.99	0.02	0.97	0.91	−0.06
29	3 + 5+8	0.99	0.99	0.00	0.97	0.92	−0.05
30	3 + 5+9	0.99	1.00	0.01	0.97	0.92	−0.05

Diff, value of “Evaluation” minus “Best.”

^aBest = best streamlined design. These designs were identified and optimized from the imputed full model building data set. They were considered as potentially useful designs for future field studies.

^bEvaluation = evaluation of the best streamlined designs. The imputed full model evaluation data set was used to validate the performance of the best streamlined designs.