Presented below are means and standard deviations of Type I error
rates, statistical power, and miss rates. See TabDescribe()
for more details on the plots below.
Complete Data
Type I Error Rate (Mechanism = COMPLETE)
| MC.COMPLETE |
0.0457125 |
0.0185702 |
224 |
| NBBC.COMPLETE |
0.0534286 |
0.0222438 |
224 |
| NBPC.COMPLETE |
0.0454491 |
0.0187411 |
224 |
| SIG.COMPLETE |
0.0463143 |
0.0181436 |
224 |
Type I Error Rate (Mechanism = COMPLETE, n = 50)
| MC.COMPLETE |
0.0479000 |
0.0206033 |
28 |
| NBBC.COMPLETE |
0.0655143 |
0.0245581 |
28 |
| NBPC.COMPLETE |
0.0481643 |
0.0208825 |
28 |
| SIG.COMPLETE |
0.0499000 |
0.0198319 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 75)
| MC.COMPLETE |
0.0468643 |
0.0192539 |
28 |
| NBBC.COMPLETE |
0.0613286 |
0.0236284 |
28 |
| NBPC.COMPLETE |
0.0480143 |
0.0196527 |
28 |
| SIG.COMPLETE |
0.0480286 |
0.0187429 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 100)
| MC.COMPLETE |
0.0469786 |
0.0189967 |
28 |
| NBBC.COMPLETE |
0.0586429 |
0.0233243 |
28 |
| NBPC.COMPLETE |
0.0473357 |
0.0193190 |
28 |
| SIG.COMPLETE |
0.0476357 |
0.0186621 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 150)
| MC.COMPLETE |
0.0465786 |
0.0187470 |
28 |
| NBBC.COMPLETE |
0.0545929 |
0.0217611 |
28 |
| NBPC.COMPLETE |
0.0469286 |
0.0189448 |
28 |
| SIG.COMPLETE |
0.0467786 |
0.0182652 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 200)
| MC.COMPLETE |
0.0457071 |
0.0186273 |
28 |
| NBBC.COMPLETE |
0.0517357 |
0.0205005 |
28 |
| NBPC.COMPLETE |
0.0456571 |
0.0187229 |
28 |
| SIG.COMPLETE |
0.0459214 |
0.0181119 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 250)
| MC.COMPLETE |
0.0445071 |
0.0181314 |
28 |
| NBBC.COMPLETE |
0.0490929 |
0.0194717 |
28 |
| NBPC.COMPLETE |
0.0445357 |
0.0182468 |
28 |
| SIG.COMPLETE |
0.0448357 |
0.0177090 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 500)
| MC.COMPLETE |
0.0444286 |
0.0183603 |
28 |
| NBBC.COMPLETE |
0.0452071 |
0.0182499 |
28 |
| NBPC.COMPLETE |
0.0429143 |
0.0180134 |
28 |
| SIG.COMPLETE |
0.0446071 |
0.0179968 |
28 |
Type I Error Rate (Mechanism = COMPLETE, n = 1000)
| MC.COMPLETE |
0.0427357 |
0.0175127 |
28 |
| NBBC.COMPLETE |
0.0413143 |
0.0168696 |
28 |
| NBPC.COMPLETE |
0.0400429 |
0.0167383 |
28 |
| SIG.COMPLETE |
0.0428071 |
0.0170355 |
28 |
Statistical Power (Mechanism = COMPLETE)
| MC.COMPLETE |
0.9651710 |
0.0841493 |
248 |
| NBBC.COMPLETE |
0.9668316 |
0.0793442 |
247 |
| NBPC.COMPLETE |
0.9615298 |
0.0918587 |
248 |
| SIG.COMPLETE |
0.9656371 |
0.0828113 |
248 |
Statistical Power (Mechanism = COMPLETE, n = 50)
| MC.COMPLETE |
0.8338774 |
0.1534930 |
31 |
| NBBC.COMPLETE |
0.8435613 |
0.1421741 |
31 |
| NBPC.COMPLETE |
0.8168774 |
0.1661928 |
31 |
| SIG.COMPLETE |
0.8364323 |
0.1504177 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 75)
| MC.COMPLETE |
0.9273613 |
0.0851793 |
31 |
| NBBC.COMPLETE |
0.9311871 |
0.0817724 |
31 |
| NBPC.COMPLETE |
0.9197290 |
0.0920345 |
31 |
| SIG.COMPLETE |
0.9282323 |
0.0843085 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 100)
| MC.COMPLETE |
0.9684323 |
0.0472723 |
31 |
| NBBC.COMPLETE |
0.9694710 |
0.0482959 |
31 |
| NBPC.COMPLETE |
0.9648903 |
0.0519046 |
31 |
| SIG.COMPLETE |
0.9687548 |
0.0472176 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 150)
| MC.COMPLETE |
0.9935032 |
0.0145144 |
31 |
| NBBC.COMPLETE |
0.9934129 |
0.0151897 |
31 |
| NBPC.COMPLETE |
0.9927677 |
0.0160023 |
31 |
| SIG.COMPLETE |
0.9934645 |
0.0146112 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 200)
| MC.COMPLETE |
0.9985484 |
0.0047134 |
31 |
| NBBC.COMPLETE |
0.9984581 |
0.0048676 |
31 |
| NBPC.COMPLETE |
0.9983677 |
0.0049451 |
31 |
| SIG.COMPLETE |
0.9985742 |
0.0046544 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 250)
| MC.COMPLETE |
0.9996452 |
0.0011795 |
31 |
| NBBC.COMPLETE |
0.9996323 |
0.0012123 |
31 |
| NBPC.COMPLETE |
0.9996065 |
0.0013059 |
31 |
| SIG.COMPLETE |
0.9996387 |
0.0012093 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 500)
| MC.COMPLETE |
1 |
0 |
31 |
| NBBC.COMPLETE |
1 |
0 |
30 |
| NBPC.COMPLETE |
1 |
0 |
31 |
| SIG.COMPLETE |
1 |
0 |
31 |
Statistical Power (Mechanism = COMPLETE, n = 1000)
| MC.COMPLETE |
1 |
0 |
31 |
| NBBC.COMPLETE |
1 |
0 |
31 |
| NBPC.COMPLETE |
1 |
0 |
31 |
| SIG.COMPLETE |
1 |
0 |
31 |
Miss Rate (Mechanism = COMPLETE)
| MC.COMPLETE |
0.0538137 |
0.0041486 |
248 |
| NBBC.COMPLETE |
0.0540105 |
0.0046571 |
247 |
| NBPC.COMPLETE |
0.0551960 |
0.0044420 |
248 |
Miss Rate (Mechanism = COMPLETE, n = 50)
| MC.COMPLETE |
0.0598323 |
0.0029862 |
31 |
| NBBC.COMPLETE |
0.0584065 |
0.0056650 |
31 |
| NBPC.COMPLETE |
0.0608774 |
0.0039398 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 75)
| MC.COMPLETE |
0.0557419 |
0.0030634 |
31 |
| NBBC.COMPLETE |
0.0556516 |
0.0046467 |
31 |
| NBPC.COMPLETE |
0.0579419 |
0.0034742 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 100)
| MC.COMPLETE |
0.0550323 |
0.0030634 |
31 |
| NBBC.COMPLETE |
0.0549032 |
0.0047230 |
31 |
| NBPC.COMPLETE |
0.0567290 |
0.0029228 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 150)
| MC.COMPLETE |
0.0525484 |
0.0028580 |
31 |
| NBBC.COMPLETE |
0.0532194 |
0.0039539 |
31 |
| NBPC.COMPLETE |
0.0539871 |
0.0031487 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 200)
| MC.COMPLETE |
0.0526129 |
0.0029942 |
31 |
| NBBC.COMPLETE |
0.0534710 |
0.0032478 |
31 |
| NBPC.COMPLETE |
0.0543806 |
0.0029899 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 250)
| MC.COMPLETE |
0.0524065 |
0.0031477 |
31 |
| NBBC.COMPLETE |
0.0532968 |
0.0033490 |
31 |
| NBPC.COMPLETE |
0.0541290 |
0.0028592 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 500)
| MC.COMPLETE |
0.0506065 |
0.0034330 |
31 |
| NBBC.COMPLETE |
0.0511600 |
0.0039578 |
30 |
| NBPC.COMPLETE |
0.0513806 |
0.0038755 |
31 |
Miss Rate (Mechanism = COMPLETE, n = 1000)
| MC.COMPLETE |
0.0517290 |
0.0034743 |
31 |
| NBBC.COMPLETE |
0.0518839 |
0.0033862 |
31 |
| NBPC.COMPLETE |
0.0521419 |
0.0035554 |
31 |
Missing Completely at Random (MCAR)
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553500 |
0.0225933 |
224 |
| NBBC.FIML |
0.0540134 |
0.0220152 |
224 |
| NBPC.FIML |
0.0452045 |
0.0188797 |
224 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0462857 |
0.0199175 |
28 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0563786 |
0.0225155 |
28 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555429 |
0.0224630 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0438643 |
0.0180911 |
28 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.1, n =
1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9367371 |
0.1245918 |
248 |
| NBPC.FIML |
0.9273573 |
0.1424667 |
248 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7450129 |
0.1966730 |
31 |
| NBPC.FIML |
0.7060258 |
0.2243670 |
31 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9916323 |
0.0188678 |
31 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.1, n =
1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533468 |
0.0047147 |
248 |
| NBPC.FIML |
0.0547419 |
0.0041257 |
248 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0559806 |
0.0059258 |
31 |
| NBPC.FIML |
0.0594903 |
0.0034694 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529935 |
0.0038573 |
31 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.1, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553500 |
0.0225933 |
224 |
| NBBC.FIML |
0.0540134 |
0.0220152 |
224 |
| NBPC.FIML |
0.0452045 |
0.0188797 |
224 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0462857 |
0.0199175 |
28 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0563786 |
0.0225155 |
28 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555429 |
0.0224630 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0438643 |
0.0180911 |
28 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.2, n =
1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9367371 |
0.1245918 |
248 |
| NBPC.FIML |
0.9273573 |
0.1424667 |
248 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7450129 |
0.1966730 |
31 |
| NBPC.FIML |
0.7060258 |
0.2243670 |
31 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9916323 |
0.0188678 |
31 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.2, n =
1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533468 |
0.0047147 |
248 |
| NBPC.FIML |
0.0547419 |
0.0041257 |
248 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0559806 |
0.0059258 |
31 |
| NBPC.FIML |
0.0594903 |
0.0034694 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529935 |
0.0038573 |
31 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.2, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553500 |
0.0225933 |
224 |
| NBBC.FIML |
0.0540134 |
0.0220152 |
224 |
| NBPC.FIML |
0.0453811 |
0.0187336 |
222 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0479407 |
0.0182296 |
27 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0563786 |
0.0225155 |
28 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555429 |
0.0224630 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0436519 |
0.0184001 |
27 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MCAR, Proportion = 0.3, n =
1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9366325 |
0.1250149 |
246 |
| NBPC.FIML |
0.9275870 |
0.1427099 |
247 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7398333 |
0.1978730 |
30 |
| NBPC.FIML |
0.7005400 |
0.2260782 |
30 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9913933 |
0.0191425 |
30 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MCAR, Proportion = 0.3, n =
1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533398 |
0.0047329 |
246 |
| NBPC.FIML |
0.0547150 |
0.0041122 |
247 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0560600 |
0.0060104 |
30 |
| NBPC.FIML |
0.0594267 |
0.0035103 |
30 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529333 |
0.0039084 |
30 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MCAR, Proportion = 0.3, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |
Missing at Random (MAR)
Type I Error Rate (Mechanism = MAR, Proportion = 0.1)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553500 |
0.0225933 |
224 |
| NBBC.FIML |
0.0540134 |
0.0220152 |
224 |
| NBPC.FIML |
0.0452045 |
0.0188797 |
224 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0462857 |
0.0199175 |
28 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0563786 |
0.0225155 |
28 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555429 |
0.0224630 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0438643 |
0.0180911 |
28 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.1, n = 1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MAR, Proportion = 0.1)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9367371 |
0.1245918 |
248 |
| NBPC.FIML |
0.9273573 |
0.1424667 |
248 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7450129 |
0.1966730 |
31 |
| NBPC.FIML |
0.7060258 |
0.2243670 |
31 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9916323 |
0.0188678 |
31 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.1, n = 1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533468 |
0.0047147 |
248 |
| NBPC.FIML |
0.0547419 |
0.0041257 |
248 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0559806 |
0.0059258 |
31 |
| NBPC.FIML |
0.0594903 |
0.0034694 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529935 |
0.0038573 |
31 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.1, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553500 |
0.0225933 |
224 |
| NBBC.FIML |
0.0540134 |
0.0220152 |
224 |
| NBPC.FIML |
0.0452045 |
0.0188797 |
224 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0462857 |
0.0199175 |
28 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0563786 |
0.0225155 |
28 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555429 |
0.0224630 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0438643 |
0.0180911 |
28 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.2, n = 1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MAR, Proportion = 0.2)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9367371 |
0.1245918 |
248 |
| NBPC.FIML |
0.9273573 |
0.1424667 |
248 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7450129 |
0.1966730 |
31 |
| NBPC.FIML |
0.7060258 |
0.2243670 |
31 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9916323 |
0.0188678 |
31 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.2, n = 1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533468 |
0.0047147 |
248 |
| NBPC.FIML |
0.0547419 |
0.0041257 |
248 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0559806 |
0.0059258 |
31 |
| NBPC.FIML |
0.0594903 |
0.0034694 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529935 |
0.0038573 |
31 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.2, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3)
| MC.FIML |
0.0474759 |
0.0195713 |
224 |
| MC.MI |
0.0462937 |
0.0189365 |
224 |
| MC.MI.ADJ |
0.0553491 |
0.0225928 |
224 |
| NBBC.FIML |
0.0542314 |
0.0218211 |
223 |
| NBPC.FIML |
0.0452045 |
0.0188797 |
224 |
| SIG.FIML |
0.0482857 |
0.0191755 |
224 |
| SIG.MI |
0.0471464 |
0.0185426 |
224 |
| SIG.MI.ADJ |
0.0562687 |
0.0220052 |
224 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.0514286 |
0.0236109 |
28 |
| MC.MI |
0.0477500 |
0.0219517 |
28 |
| MC.MI.ADJ |
0.0546357 |
0.0246700 |
28 |
| NBBC.FIML |
0.0620786 |
0.0242081 |
28 |
| NBPC.FIML |
0.0447357 |
0.0217409 |
28 |
| SIG.FIML |
0.0541143 |
0.0224556 |
28 |
| SIG.MI |
0.0503286 |
0.0209703 |
28 |
| SIG.MI.ADJ |
0.0575929 |
0.0234628 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.0489786 |
0.0208195 |
28 |
| MC.MI |
0.0468929 |
0.0198613 |
28 |
| MC.MI.ADJ |
0.0549643 |
0.0232070 |
28 |
| NBBC.FIML |
0.0603643 |
0.0232274 |
28 |
| NBPC.FIML |
0.0462857 |
0.0199175 |
28 |
| SIG.FIML |
0.0509357 |
0.0202277 |
28 |
| SIG.MI |
0.0488429 |
0.0194008 |
28 |
| SIG.MI.ADJ |
0.0570643 |
0.0228054 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.0484643 |
0.0194817 |
28 |
| MC.MI |
0.0468143 |
0.0188284 |
28 |
| MC.MI.ADJ |
0.0554071 |
0.0222582 |
28 |
| NBBC.FIML |
0.0589000 |
0.0230191 |
28 |
| NBPC.FIML |
0.0466286 |
0.0191396 |
28 |
| SIG.FIML |
0.0496214 |
0.0193015 |
28 |
| SIG.MI |
0.0479929 |
0.0185845 |
28 |
| SIG.MI.ADJ |
0.0566714 |
0.0219895 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.0476500 |
0.0189021 |
28 |
| MC.MI |
0.0465714 |
0.0185253 |
28 |
| MC.MI.ADJ |
0.0561143 |
0.0225447 |
28 |
| NBBC.FIML |
0.0582667 |
0.0205619 |
27 |
| NBPC.FIML |
0.0469286 |
0.0188747 |
28 |
| SIG.FIML |
0.0481429 |
0.0186325 |
28 |
| SIG.MI |
0.0471286 |
0.0183896 |
28 |
| SIG.MI.ADJ |
0.0565071 |
0.0220986 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.0478357 |
0.0195457 |
28 |
| MC.MI |
0.0471214 |
0.0192341 |
28 |
| MC.MI.ADJ |
0.0567714 |
0.0235691 |
28 |
| NBBC.FIML |
0.0536500 |
0.0216020 |
28 |
| NBPC.FIML |
0.0466714 |
0.0191203 |
28 |
| SIG.FIML |
0.0478429 |
0.0191535 |
28 |
| SIG.MI |
0.0473643 |
0.0188620 |
28 |
| SIG.MI.ADJ |
0.0570429 |
0.0229315 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.0462571 |
0.0188143 |
28 |
| MC.MI |
0.0457929 |
0.0186171 |
28 |
| MC.MI.ADJ |
0.0555214 |
0.0228165 |
28 |
| NBBC.FIML |
0.0506571 |
0.0199895 |
28 |
| NBPC.FIML |
0.0450000 |
0.0184072 |
28 |
| SIG.FIML |
0.0462214 |
0.0182720 |
28 |
| SIG.MI |
0.0458786 |
0.0181454 |
28 |
| SIG.MI.ADJ |
0.0557214 |
0.0222233 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.0455786 |
0.0185840 |
28 |
| MC.MI |
0.0456429 |
0.0185376 |
28 |
| MC.MI.ADJ |
0.0555357 |
0.0224593 |
28 |
| NBBC.FIML |
0.0470857 |
0.0186551 |
28 |
| NBPC.FIML |
0.0438643 |
0.0180911 |
28 |
| SIG.FIML |
0.0457286 |
0.0181724 |
28 |
| SIG.MI |
0.0457643 |
0.0181653 |
28 |
| SIG.MI.ADJ |
0.0556786 |
0.0219248 |
28 |
Type I Error Rate (Mechanism = MAR, Proportion = 0.3, n = 1000)
| MC.FIML |
0.0436143 |
0.0177201 |
28 |
| MC.MI |
0.0437643 |
0.0177901 |
28 |
| MC.MI.ADJ |
0.0538429 |
0.0218777 |
28 |
| NBBC.FIML |
0.0429929 |
0.0172916 |
28 |
| NBPC.FIML |
0.0415214 |
0.0171895 |
28 |
| SIG.FIML |
0.0436786 |
0.0171768 |
28 |
| SIG.MI |
0.0438714 |
0.0172045 |
28 |
| SIG.MI.ADJ |
0.0538714 |
0.0211311 |
28 |
Statistical Power (Mechanism = MAR, Proportion = 0.3)
| MC.FIML |
0.9366815 |
0.1266566 |
248 |
| MC.MI |
0.9355331 |
0.1288525 |
248 |
| MC.MI.ADJ |
0.9409718 |
0.1202016 |
248 |
| NBBC.FIML |
0.9377142 |
0.1238891 |
247 |
| NBPC.FIML |
0.9273573 |
0.1424667 |
248 |
| SIG.FIML |
0.9374960 |
0.1244614 |
248 |
| SIG.MI |
0.9363952 |
0.1265759 |
248 |
| SIG.MI.ADJ |
0.9416685 |
0.1182976 |
248 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.7458903 |
0.2043129 |
31 |
| MC.MI |
0.7403806 |
0.2076809 |
31 |
| MC.MI.ADJ |
0.7552387 |
0.1972187 |
31 |
| NBBC.FIML |
0.7466667 |
0.1998158 |
30 |
| NBPC.FIML |
0.7060258 |
0.2243670 |
31 |
| SIG.FIML |
0.7497290 |
0.1996394 |
31 |
| SIG.MI |
0.7444710 |
0.2028038 |
31 |
| SIG.MI.ADJ |
0.7587548 |
0.1930880 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.8594194 |
0.1384465 |
31 |
| MC.MI |
0.8578129 |
0.1399456 |
31 |
| MC.MI.ADJ |
0.8707290 |
0.1271867 |
31 |
| NBBC.FIML |
0.8614839 |
0.1338980 |
31 |
| NBPC.FIML |
0.8407548 |
0.1522601 |
31 |
| SIG.FIML |
0.8612323 |
0.1358918 |
31 |
| SIG.MI |
0.8596129 |
0.1374541 |
31 |
| SIG.MI.ADJ |
0.8721742 |
0.1252492 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.9232516 |
0.0912306 |
31 |
| MC.MI |
0.9216516 |
0.0930381 |
31 |
| MC.MI.ADJ |
0.9308968 |
0.0816117 |
31 |
| NBBC.FIML |
0.9238839 |
0.0908415 |
31 |
| NBPC.FIML |
0.9123613 |
0.1013564 |
31 |
| SIG.FIML |
0.9239677 |
0.0904640 |
31 |
| SIG.MI |
0.9224968 |
0.0921251 |
31 |
| SIG.MI.ADJ |
0.9314065 |
0.0811327 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.9756774 |
0.0412630 |
31 |
| MC.MI |
0.9753806 |
0.0414599 |
31 |
| MC.MI.ADJ |
0.9795419 |
0.0345985 |
31 |
| NBBC.FIML |
0.9750645 |
0.0432342 |
31 |
| NBPC.FIML |
0.9720516 |
0.0461106 |
31 |
| SIG.FIML |
0.9758194 |
0.0410048 |
31 |
| SIG.MI |
0.9754968 |
0.0415519 |
31 |
| SIG.MI.ADJ |
0.9796903 |
0.0344574 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.9921484 |
0.0173732 |
31 |
| MC.MI |
0.9920258 |
0.0175832 |
31 |
| MC.MI.ADJ |
0.9936710 |
0.0141589 |
31 |
| NBBC.FIML |
0.9916323 |
0.0188678 |
31 |
| NBPC.FIML |
0.9910194 |
0.0194488 |
31 |
| SIG.FIML |
0.9921355 |
0.0175865 |
31 |
| SIG.MI |
0.9920645 |
0.0175929 |
31 |
| SIG.MI.ADJ |
0.9936194 |
0.0142859 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.9970839 |
0.0081510 |
31 |
| MC.MI |
0.9970323 |
0.0083254 |
31 |
| MC.MI.ADJ |
0.9976968 |
0.0067801 |
31 |
| NBBC.FIML |
0.9968323 |
0.0090320 |
31 |
| NBPC.FIML |
0.9966581 |
0.0093440 |
31 |
| SIG.FIML |
0.9971032 |
0.0081419 |
31 |
| SIG.MI |
0.9970387 |
0.0082827 |
31 |
| SIG.MI.ADJ |
0.9977032 |
0.0066799 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.9999806 |
7.92e-05 |
31 |
| MC.MI |
0.9999806 |
7.92e-05 |
31 |
| MC.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
| NBBC.FIML |
0.9999871 |
4.99e-05 |
31 |
| NBPC.FIML |
0.9999871 |
4.99e-05 |
31 |
| SIG.FIML |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI |
0.9999806 |
7.92e-05 |
31 |
| SIG.MI.ADJ |
1.0000000 |
0.00e+00 |
31 |
Statistical Power (Mechanism = MAR, Proportion = 0.3, n = 1000)
| MC.FIML |
1 |
0 |
31 |
| MC.MI |
1 |
0 |
31 |
| MC.MI.ADJ |
1 |
0 |
31 |
| NBBC.FIML |
1 |
0 |
31 |
| NBPC.FIML |
1 |
0 |
31 |
| SIG.FIML |
1 |
0 |
31 |
| SIG.MI |
1 |
0 |
31 |
| SIG.MI.ADJ |
1 |
0 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3)
| MC.FIML |
0.0543806 |
0.0048140 |
248 |
| MC.MI |
0.0529621 |
0.0039987 |
248 |
| MC.MI.ADJ |
0.0564871 |
0.0086310 |
248 |
| NBBC.FIML |
0.0533498 |
0.0047240 |
247 |
| NBPC.FIML |
0.0547419 |
0.0041257 |
248 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 50)
| MC.FIML |
0.0620774 |
0.0037904 |
31 |
| MC.MI |
0.0578194 |
0.0043388 |
31 |
| MC.MI.ADJ |
0.0608387 |
0.0102714 |
31 |
| NBBC.FIML |
0.0560933 |
0.0059933 |
30 |
| NBPC.FIML |
0.0594903 |
0.0034694 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 75)
| MC.FIML |
0.0565161 |
0.0036338 |
31 |
| MC.MI |
0.0540323 |
0.0038346 |
31 |
| MC.MI.ADJ |
0.0574516 |
0.0086729 |
31 |
| NBBC.FIML |
0.0542000 |
0.0062454 |
31 |
| NBPC.FIML |
0.0565161 |
0.0042485 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 100)
| MC.FIML |
0.0552581 |
0.0031404 |
31 |
| MC.MI |
0.0527484 |
0.0035702 |
31 |
| MC.MI.ADJ |
0.0564452 |
0.0090628 |
31 |
| NBBC.FIML |
0.0540645 |
0.0047364 |
31 |
| NBPC.FIML |
0.0560000 |
0.0033363 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 150)
| MC.FIML |
0.0535419 |
0.0037909 |
31 |
| MC.MI |
0.0520387 |
0.0031582 |
31 |
| MC.MI.ADJ |
0.0559677 |
0.0087607 |
31 |
| NBBC.FIML |
0.0536065 |
0.0045005 |
31 |
| NBPC.FIML |
0.0550581 |
0.0031370 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 200)
| MC.FIML |
0.0525226 |
0.0026090 |
31 |
| MC.MI |
0.0522516 |
0.0024155 |
31 |
| MC.MI.ADJ |
0.0555806 |
0.0072019 |
31 |
| NBBC.FIML |
0.0529935 |
0.0038573 |
31 |
| NBPC.FIML |
0.0537355 |
0.0027988 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 250)
| MC.FIML |
0.0534000 |
0.0033363 |
31 |
| MC.MI |
0.0531355 |
0.0034861 |
31 |
| MC.MI.ADJ |
0.0566839 |
0.0080731 |
31 |
| NBBC.FIML |
0.0532323 |
0.0035531 |
31 |
| NBPC.FIML |
0.0540645 |
0.0029021 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 500)
| MC.FIML |
0.0511032 |
0.0036397 |
31 |
| MC.MI |
0.0510258 |
0.0035371 |
31 |
| MC.MI.ADJ |
0.0546000 |
0.0078032 |
31 |
| NBBC.FIML |
0.0515484 |
0.0035202 |
31 |
| NBPC.FIML |
0.0518065 |
0.0034735 |
31 |
Miss Rate (Mechanism = MAR, Proportion = 0.3, n = 1000)
| MC.FIML |
0.0506258 |
0.0031836 |
31 |
| MC.MI |
0.0506452 |
0.0029037 |
31 |
| MC.MI.ADJ |
0.0543290 |
0.0080993 |
31 |
| NBBC.FIML |
0.0511484 |
0.0030507 |
31 |
| NBPC.FIML |
0.0512645 |
0.0030912 |
31 |