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. Author manuscript; available in PMC: 2009 Dec 10.
Published in final edited form as: Appl Psychol Meas. 2009 Sep 1;33(6):419–440. doi: 10.1177/0146621608327801

Table 1.

Results for Real Bank, Real Data

5 Items
10 Items
20 Items
Selection Criterion Mean SE2 RMSD CORR Mean SE2 RMSD CORR Mean SE2 RMSD CORR
MFIa 0.1463 0.3763 0.9069 0.0919 0.2745 0.9519 0.0578 0.1956 0.9770
MLWIb 0.1432 0.3736 0.9094 0.0911 0.2730 0.9530 0.0573 0.1955 0.9771
MPWIc 0.1396 0.3738 0.9080 0.0870 0.2627 0.9549 0.0563 0.1880 0.9783
MEPVd 0.1388 0.3598 0.9149 0.0881 0.2650 0.9546 0.0569 0.1963 0.9768
MEI (Fisher’s)e 0.1388 0.3632 0.9134 0.0885 0.2677 0.9539 0.0569 0.1957 0.9769
MEI (Observed)f 0.1388 0.3616 0.9139 0.0878 0.2622 0.9555 0.0569 0.1951 0.9770
Randomg 0.2369 0.4567 0.8565 0.1467 0.3337 0.9265 0.0842 0.2144 0.9700
Thetah 0.1461 0.3811 0.9048 0.0904 0.2745 0.9520 0.0561 0.1840 0.9791
Fixedi 0.1748 0.4281 0.8792 0.1213 0.3355 0.9267 0.0782 0.2522 0.9596
a

Maximum Fisher’s information

b

Maximum likelihood weighted information

c

Maximum posterior weighted information

d

Minimum expected posterior variance

e

Maximum expected information using Fisher’s information

f

Maximum expected information using the observed information

g

Random selection

h

Selected at the full bank estimated theta

i

Static form generated using expected information with respect to a standard normal distribution