A sample of tests is selected by these criteria:
The combined score distribution thus obtained is meant to be representative for candidates on serious high-range intelligence tests that, each on their own, provide a fair indication of one's I.Q. A score distribution is derived, using all of the scores on the selected tests. "Proportions outscored" are computed for each protonorm, within-sex, to the number of decimals needed to retain the information of the distribution. Sex-combined proportions outscored are computed by taking for each protonorm the weighted mean of the female and male proportions outscored, weighted by the numbers of female and male candidates on this sample of tests. The male/female ratio here is 20, while on high-range tests in general it is closer to 11; this is because females avoid heterogeneous tests more than do males.
The Protonorms table shows the resulting norms. Below are the distributions.
Score | Prop. | # scores (* = 1 score) |
---|---|---|
133 | 0.0042 (0.0084) | * |
150 | 0.0126 (0.0168) | * |
155 | 0.0210 (0.0252) | * |
180 | 0.0294 (0.0336) | * |
255 | 0.0378 (0.0420) | * |
259 | 0.0462 (0.0504) | * |
264 | 0.0546 (0.0588) | * |
268 | 0.0630 (0.0672) | * |
272 | 0.0714 (0.0756) | * |
279 | 0.0798 (0.0840) | * |
280 | 0.0882 (0.0924) | * |
281 | 0.0966 (0.1008) | * |
282 | 0.1134 (0.1261) | *** |
283 | 0.1345 (0.1429) | ** |
284 | 0.1471 (0.1513) | * |
285 | 0.1555 (0.1597) | * |
294 | 0.1639 (0.1681) | * |
298 | 0.1723 (0.1765) | * |
299 | 0.1807 (0.1849) | * |
300 | 0.1933 (0.2017) | ** |
301 | 0.2059 (0.2101) | * |
302 | 0.2143 (0.2185) | * |
303 | 0.2269 (0.2353) | ** |
304 | 0.2395 (0.2437) | * |
306 | 0.2479 (0.2521) | * |
307 | 0.2647 (0.2773) | *** |
308 | 0.2983 (0.3193) | ***** |
309 | 0.3235 (0.3277) | * |
310 | 0.3319 (0.3361) | * |
316 | 0.3403 (0.3445) | * |
318 | 0.3487 (0.3529) | * |
331 | 0.3571 (0.3613) | * |
333 | 0.3697 (0.3782) | ** |
335 | 0.3824 (0.3866) | * |
340 | 0.3908 (0.3950) | * |
349 | 0.4034 (0.4118) | ** |
360 | 0.4160 (0.4202) | * |
361 | 0.4244 (0.4286) | * |
362 | 0.4370 (0.4454) | ** |
364 | 0.4496 (0.4538) | * |
367 | 0.4706 (0.4874) | **** |
368 | 0.5000 (0.5126) | *** |
372 | 0.5168 (0.5210) | * |
375 | 0.5252 (0.5294) | * |
376 | 0.5378 (0.5462) | ** |
379 | 0.5504 (0.5546) | * |
381 | 0.5588 (0.5630) | * |
386 | 0.5672 (0.5714) | * |
387 | 0.5756 (0.5798) | * |
389 | 0.5840 (0.5882) | * |
390 | 0.5924 (0.5966) | * |
393 | 0.6050 (0.6134) | ** |
395 | 0.6303 (0.6471) | **** |
396 | 0.6513 (0.6555) | * |
397 | 0.6597 (0.6639) | * |
404 | 0.6723 (0.6807) | ** |
412 | 0.6849 (0.6891) | * |
415 | 0.6933 (0.6975) | * |
420 | 0.7017 (0.7059) | * |
425 | 0.7143 (0.7227) | ** |
428 | 0.7269 (0.7311) | * |
434 | 0.7353 (0.7395) | * |
436 | 0.7437 (0.7479) | * |
439 | 0.7521 (0.7563) | * |
440 | 0.7605 (0.7647) | * |
441 | 0.7689 (0.7731) | * |
442 | 0.7815 (0.7899) | ** |
446 | 0.7983 (0.8067) | ** |
453 | 0.8109 (0.8151) | * |
455 | 0.8193 (0.8235) | * |
457 | 0.8319 (0.8403) | ** |
460 | 0.8445 (0.8487) | * |
469 | 0.8529 (0.8571) | * |
479 | 0.8613 (0.8655) | * |
484 | 0.8697 (0.8739) | * |
489 | 0.8782 (0.8824) | * |
493 | 0.8866 (0.8908) | * |
494 | 0.8950 (0.8992) | * |
498 | 0.9076 (0.9160) | ** |
520 | 0.9202 (0.9244) | * |
541 | 0.9286 (0.9328) | * |
555 | 0.9370 (0.9412) | * |
563 | 0.9454 (0.9496) | * |
580 | 0.9538 (0.9580) | * |
581 | 0.9622 (0.9664) | * |
588 | 0.9706 (0.9748) | * |
594 | 0.9790 (0.9832) | * |
650 | 0.9874 (0.9916) | * |
659 | 0.9958 (1.0000) | * |
Score | Prop. | # scores (* = 1 score) |
---|---|---|
77 | 0.0002 (0.0004) | * |
110 | 0.0006 (0.0008) | * |
114 | 0.0010 (0.0012) | * |
141 | 0.0015 (0.0017) | * |
149 | 0.0019 (0.0021) | * |
150 | 0.0027 (0.0033) | *** |
151 | 0.0037 (0.0041) | ** |
153 | 0.0044 (0.0046) | * |
155 | 0.0052 (0.0058) | *** |
156 | 0.0060 (0.0062) | * |
157 | 0.0066 (0.0070) | ** |
161 | 0.0073 (0.0075) | * |
165 | 0.0077 (0.0079) | * |
167 | 0.0081 (0.0083) | * |
190 | 0.0087 (0.0091) | ** |
193 | 0.0100 (0.0108) | **** |
210 | 0.0112 (0.0116) | ** |
211 | 0.0120 (0.0124) | ** |
215 | 0.0126 (0.0129) | * |
219 | 0.0133 (0.0137) | ** |
220 | 0.0145 (0.0153) | **** |
230 | 0.0155 (0.0158) | * |
233 | 0.0170 (0.0182) | ****** |
234 | 0.0184 (0.0187) | * |
239 | 0.0189 (0.0191) | * |
245 | 0.0193 (0.0195) | * |
248 | 0.0197 (0.0199) | * |
252 | 0.0201 (0.0203) | * |
254 | 0.0205 (0.0207) | * |
255 | 0.0214 (0.0220) | *** |
257 | 0.0222 (0.0224) | * |
259 | 0.0228 (0.0232) | ** |
260 | 0.0234 (0.0236) | * |
261 | 0.0253 (0.0269) | ******** |
262 | 0.0272 (0.0274) | * |
263 | 0.0280 (0.0286) | *** |
264 | 0.0288 (0.0290) | * |
265 | 0.0292 (0.0294) | * |
266 | 0.0296 (0.0299) | * |
268 | 0.0309 (0.0319) | ***** |
269 | 0.0323 (0.0328) | ** |
270 | 0.0330 (0.0332) | * |
271 | 0.0334 (0.0336) | * |
272 | 0.0344 (0.0352) | **** |
273 | 0.0354 (0.0357) | * |
275 | 0.0367 (0.0377) | ***** |
276 | 0.0379 (0.0381) | * |
278 | 0.0404 (0.0427) | *********** |
279 | 0.0431 (0.0435) | ** |
280 | 0.0462 (0.0489) | ************* |
281 | 0.0493 (0.0498) | ** |
282 | 0.0516 (0.0535) | ********* |
283 | 0.0560 (0.0585) | ************ |
285 | 0.0595 (0.0605) | ***** |
286 | 0.0614 (0.0622) | **** |
287 | 0.0624 (0.0626) | * |
290 | 0.0628 (0.0630) | * |
292 | 0.0634 (0.0638) | ** |
293 | 0.0645 (0.0651) | *** |
294 | 0.0653 (0.0655) | * |
295 | 0.0659 (0.0663) | ** |
296 | 0.0667 (0.0672) | ** |
297 | 0.0682 (0.0692) | ***** |
298 | 0.0697 (0.0701) | ** |
299 | 0.0715 (0.0730) | ******* |
300 | 0.0755 (0.0779) | ************ |
302 | 0.0788 (0.0796) | **** |
303 | 0.0802 (0.0808) | *** |
305 | 0.0815 (0.0821) | *** |
306 | 0.0825 (0.0829) | ** |
307 | 0.0856 (0.0883) | ************* |
308 | 0.0929 (0.0974) | ********************** |
309 | 0.1001 (0.1028) | ************* |
310 | 0.1034 (0.1041) | *** |
311 | 0.1045 (0.1049) | ** |
312 | 0.1053 (0.1057) | ** |
314 | 0.1063 (0.1070) | *** |
315 | 0.1113 (0.1157) | ********************* |
316 | 0.1177 (0.1198) | ********** |
317 | 0.1209 (0.1219) | ***** |
318 | 0.1225 (0.1231) | *** |
319 | 0.1233 (0.1235) | * |
320 | 0.1242 (0.1248) | *** |
323 | 0.1254 (0.1260) | *** |
325 | 0.1265 (0.1269) | ** |
326 | 0.1281 (0.1294) | ****** |
327 | 0.1304 (0.1314) | ***** |
330 | 0.1318 (0.1323) | ** |
331 | 0.1333 (0.1343) | ***** |
332 | 0.1350 (0.1356) | *** |
333 | 0.1389 (0.1422) | **************** |
335 | 0.1439 (0.1455) | ******** |
336 | 0.1466 (0.1476) | ***** |
337 | 0.1495 (0.1513) | ********* |
338 | 0.1519 (0.1526) | *** |
339 | 0.1551 (0.1575) | ************ |
340 | 0.1615 (0.1654) | ******************* |
341 | 0.1675 (0.1696) | ********** |
342 | 0.1708 (0.1721) | ****** |
344 | 0.1723 (0.1725) | * |
345 | 0.1733 (0.1741) | **** |
346 | 0.1768 (0.1795) | ************* |
347 | 0.1806 (0.1816) | ***** |
348 | 0.1828 (0.1841) | ****** |
349 | 0.1886 (0.1932) | ********************** |
350 | 0.1992 (0.2052) | ***************************** |
351 | 0.2056 (0.2061) | ** |
353 | 0.2077 (0.2094) | ******** |
354 | 0.2110 (0.2127) | ******** |
355 | 0.2150 (0.2172) | *********** |
356 | 0.2177 (0.2181) | ** |
357 | 0.2191 (0.2201) | ***** |
358 | 0.2208 (0.2214) | *** |
359 | 0.2231 (0.2247) | ******** |
360 | 0.2272 (0.2297) | ************ |
361 | 0.2309 (0.2322) | ****** |
362 | 0.2355 (0.2388) | **************** |
363 | 0.2398 (0.2409) | ***** |
364 | 0.2432 (0.2454) | *********** |
365 | 0.2479 (0.2504) | ************ |
366 | 0.2533 (0.2562) | ************** |
367 | 0.2653 (0.2745) | ******************************************** |
368 | 0.2811 (0.2877) | ******************************** |
369 | 0.2919 (0.2960) | ******************** |
370 | 0.2981 (0.3002) | ********** |
371 | 0.3027 (0.3051) | ************ |
372 | 0.3068 (0.3085) | ******** |
373 | 0.3093 (0.3101) | **** |
374 | 0.3126 (0.3151) | ************ |
375 | 0.3157 (0.3163) | *** |
376 | 0.3215 (0.3267) | ************************* |
377 | 0.3288 (0.3308) | ********** |
378 | 0.3360 (0.3412) | ************************* |
379 | 0.3470 (0.3528) | **************************** |
380 | 0.3543 (0.3557) | ******* |
381 | 0.3597 (0.3636) | ******************* |
382 | 0.3659 (0.3682) | *********** |
383 | 0.3702 (0.3723) | ********** |
384 | 0.3731 (0.3740) | **** |
385 | 0.3762 (0.3785) | *********** |
386 | 0.3835 (0.3885) | ************************ |
387 | 0.3951 (0.4017) | ******************************** |
388 | 0.4034 (0.4051) | ******** |
389 | 0.4086 (0.4121) | ***************** |
390 | 0.4163 (0.4204) | ******************** |
391 | 0.4208 (0.4212) | ** |
392 | 0.4231 (0.4250) | ********* |
393 | 0.4310 (0.4370) | ***************************** |
394 | 0.4411 (0.4453) | ******************** |
395 | 0.4552 (0.4652) | ************************************************ |
396 | 0.4672 (0.4693) | ********** |
397 | 0.4699 (0.4706) | *** |
398 | 0.4753 (0.4801) | *********************** |
399 | 0.4803 (0.4805) | * |
400 | 0.4816 (0.4826) | ***** |
401 | 0.4845 (0.4863) | ********* |
402 | 0.4888 (0.4913) | ************ |
403 | 0.4936 (0.4959) | *********** |
404 | 0.4967 (0.4975) | **** |
405 | 0.4985 (0.4996) | ***** |
406 | 0.5029 (0.5062) | **************** |
407 | 0.5073 (0.5083) | ***** |
408 | 0.5145 (0.5207) | ****************************** |
409 | 0.5214 (0.5220) | *** |
410 | 0.5263 (0.5307) | ********************* |
411 | 0.5315 (0.5323) | **** |
412 | 0.5371 (0.5419) | *********************** |
413 | 0.5477 (0.5535) | **************************** |
414 | 0.5553 (0.5572) | ********* |
415 | 0.5641 (0.5709) | ********************************* |
416 | 0.5715 (0.5721) | *** |
417 | 0.5730 (0.5738) | **** |
418 | 0.5750 (0.5763) | ****** |
419 | 0.5771 (0.5779) | **** |
420 | 0.5840 (0.5900) | ***************************** |
421 | 0.5906 (0.5912) | *** |
422 | 0.5927 (0.5941) | ******* |
423 | 0.5960 (0.5978) | ********* |
425 | 0.5993 (0.6007) | ******* |
426 | 0.6012 (0.6016) | ** |
427 | 0.6068 (0.6119) | ************************* |
428 | 0.6148 (0.6177) | ************** |
429 | 0.6190 (0.6202) | ****** |
430 | 0.6256 (0.6310) | ************************** |
431 | 0.6316 (0.6323) | *** |
432 | 0.6335 (0.6347) | ****** |
433 | 0.6420 (0.6493) | *********************************** |
434 | 0.6503 (0.6513) | ***** |
435 | 0.6519 (0.6526) | *** |
436 | 0.6532 (0.6538) | *** |
437 | 0.6551 (0.6563) | ****** |
439 | 0.6588 (0.6613) | ************ |
440 | 0.6658 (0.6704) | ********************** |
441 | 0.6708 (0.6712) | ** |
442 | 0.6737 (0.6762) | ************ |
443 | 0.6810 (0.6857) | *********************** |
444 | 0.6859 (0.6862) | * |
445 | 0.6870 (0.6878) | **** |
446 | 0.6888 (0.6899) | ***** |
447 | 0.6953 (0.7007) | ************************** |
448 | 0.7025 (0.7044) | ********* |
449 | 0.7100 (0.7156) | *************************** |
450 | 0.7166 (0.7177) | ***** |
451 | 0.7214 (0.7251) | ****************** |
452 | 0.7253 (0.7255) | * |
453 | 0.7276 (0.7297) | ********** |
454 | 0.7320 (0.7342) | *********** |
455 | 0.7351 (0.7359) | **** |
456 | 0.7361 (0.7363) | * |
457 | 0.7371 (0.7380) | **** |
458 | 0.7398 (0.7417) | ********* |
459 | 0.7427 (0.7438) | ***** |
460 | 0.7467 (0.7496) | ************** |
461 | 0.7512 (0.7529) | ******** |
462 | 0.7539 (0.7550) | ***** |
463 | 0.7560 (0.7570) | ***** |
464 | 0.7616 (0.7662) | ********************** |
465 | 0.7687 (0.7711) | ************ |
466 | 0.7716 (0.7720) | ** |
467 | 0.7734 (0.7749) | ******* |
468 | 0.7757 (0.7765) | **** |
469 | 0.7772 (0.7778) | *** |
470 | 0.7780 (0.7782) | * |
471 | 0.7786 (0.7790) | ** |
472 | 0.7792 (0.7794) | * |
473 | 0.7796 (0.7799) | * |
474 | 0.7809 (0.7819) | ***** |
476 | 0.7840 (0.7861) | ********** |
477 | 0.7883 (0.7906) | *********** |
478 | 0.7908 (0.7910) | * |
479 | 0.7923 (0.7935) | ****** |
480 | 0.7954 (0.7973) | ********* |
481 | 0.7977 (0.7981) | ** |
482 | 0.8041 (0.8101) | ***************************** |
483 | 0.8103 (0.8105) | * |
485 | 0.8122 (0.8138) | ******** |
486 | 0.8151 (0.8163) | ****** |
487 | 0.8167 (0.8172) | ** |
488 | 0.8174 (0.8176) | * |
489 | 0.8194 (0.8213) | ********* |
490 | 0.8223 (0.8234) | ***** |
492 | 0.8252 (0.8271) | ********* |
493 | 0.8284 (0.8296) | ****** |
494 | 0.8300 (0.8304) | ** |
495 | 0.8308 (0.8313) | ** |
496 | 0.8329 (0.8346) | ******** |
497 | 0.8379 (0.8412) | **************** |
498 | 0.8443 (0.8474) | *************** |
499 | 0.8481 (0.8487) | *** |
500 | 0.8493 (0.8499) | *** |
502 | 0.8512 (0.8524) | ****** |
504 | 0.8528 (0.8532) | ** |
505 | 0.8545 (0.8557) | ****** |
507 | 0.8561 (0.8566) | ** |
508 | 0.8576 (0.8586) | ***** |
509 | 0.8595 (0.8603) | **** |
510 | 0.8613 (0.8624) | ***** |
512 | 0.8634 (0.8644) | ***** |
514 | 0.8653 (0.8661) | **** |
516 | 0.8667 (0.8673) | *** |
517 | 0.8688 (0.8702) | ******* |
518 | 0.8727 (0.8752) | ************ |
519 | 0.8754 (0.8756) | * |
520 | 0.8794 (0.8831) | ****************** |
522 | 0.8845 (0.8860) | ******* |
523 | 0.8862 (0.8864) | * |
526 | 0.8872 (0.8881) | **** |
527 | 0.8883 (0.8885) | * |
528 | 0.8887 (0.8889) | * |
529 | 0.8895 (0.8901) | *** |
532 | 0.8908 (0.8914) | *** |
533 | 0.8922 (0.8930) | **** |
534 | 0.8943 (0.8955) | ****** |
535 | 0.8957 (0.8959) | * |
536 | 0.8961 (0.8964) | * |
538 | 0.8966 (0.8968) | * |
540 | 0.8995 (0.9022) | ************* |
541 | 0.9046 (0.9071) | ************ |
542 | 0.9080 (0.9088) | **** |
544 | 0.9092 (0.9096) | ** |
546 | 0.9100 (0.9104) | ** |
547 | 0.9125 (0.9146) | ********** |
549 | 0.9148 (0.9150) | * |
550 | 0.9152 (0.9154) | * |
552 | 0.9158 (0.9163) | ** |
553 | 0.9167 (0.9171) | ** |
555 | 0.9175 (0.9179) | ** |
557 | 0.9187 (0.9196) | **** |
558 | 0.9198 (0.9200) | * |
559 | 0.9204 (0.9208) | ** |
560 | 0.9229 (0.9250) | ********** |
561 | 0.9252 (0.9254) | * |
562 | 0.9256 (0.9258) | * |
563 | 0.9262 (0.9266) | ** |
564 | 0.9268 (0.9270) | * |
566 | 0.9272 (0.9274) | * |
567 | 0.9277 (0.9279) | * |
568 | 0.9281 (0.9283) | * |
569 | 0.9285 (0.9287) | * |
570 | 0.9291 (0.9295) | ** |
571 | 0.9297 (0.9299) | * |
573 | 0.9301 (0.9303) | * |
574 | 0.9306 (0.9308) | * |
577 | 0.9310 (0.9312) | * |
578 | 0.9314 (0.9316) | * |
579 | 0.9320 (0.9324) | ** |
580 | 0.9335 (0.9345) | ***** |
581 | 0.9349 (0.9353) | ** |
583 | 0.9355 (0.9357) | * |
585 | 0.9384 (0.9411) | ************* |
588 | 0.9424 (0.9436) | ****** |
590 | 0.9451 (0.9465) | ******* |
594 | 0.9471 (0.9478) | *** |
595 | 0.9492 (0.9507) | ******* |
596 | 0.9513 (0.9519) | *** |
597 | 0.9521 (0.9523) | * |
598 | 0.9525 (0.9527) | * |
599 | 0.9529 (0.9532) | * |
600 | 0.9538 (0.9544) | *** |
601 | 0.9546 (0.9548) | * |
602 | 0.9554 (0.9561) | *** |
603 | 0.9567 (0.9573) | *** |
605 | 0.9575 (0.9577) | * |
606 | 0.9587 (0.9598) | ***** |
607 | 0.9602 (0.9606) | ** |
610 | 0.9612 (0.9619) | *** |
612 | 0.9621 (0.9623) | * |
614 | 0.9629 (0.9635) | *** |
615 | 0.9637 (0.9639) | * |
616 | 0.9646 (0.9652) | *** |
619 | 0.9654 (0.9656) | * |
620 | 0.9658 (0.9660) | * |
621 | 0.9666 (0.9672) | *** |
622 | 0.9679 (0.9685) | *** |
623 | 0.9687 (0.9689) | * |
624 | 0.9691 (0.9693) | * |
625 | 0.9697 (0.9701) | ** |
628 | 0.9708 (0.9714) | *** |
630 | 0.9718 (0.9722) | ** |
631 | 0.9726 (0.9731) | ** |
633 | 0.9735 (0.9739) | ** |
640 | 0.9747 (0.9755) | **** |
641 | 0.9760 (0.9764) | ** |
645 | 0.9766 (0.9768) | * |
646 | 0.9770 (0.9772) | * |
647 | 0.9774 (0.9776) | * |
650 | 0.9784 (0.9793) | **** |
651 | 0.9795 (0.9797) | * |
652 | 0.9799 (0.9801) | * |
653 | 0.9809 (0.9818) | **** |
655 | 0.9826 (0.9834) | **** |
656 | 0.9836 (0.9838) | * |
657 | 0.9842 (0.9847) | ** |
658 | 0.9851 (0.9855) | ** |
659 | 0.9859 (0.9863) | ** |
660 | 0.9865 (0.9867) | * |
662 | 0.9869 (0.9871) | * |
663 | 0.9874 (0.9876) | * |
665 | 0.9882 (0.9888) | *** |
668 | 0.9896 (0.9905) | **** |
670 | 0.9907 (0.9909) | * |
671 | 0.9917 (0.9925) | **** |
677 | 0.9927 (0.9930) | * |
681 | 0.9936 (0.9942) | *** |
686 | 0.9944 (0.9946) | * |
687 | 0.9950 (0.9954) | ** |
688 | 0.9956 (0.9959) | * |
691 | 0.9961 (0.9963) | * |
697 | 0.9965 (0.9967) | * |
705 | 0.9969 (0.9971) | * |
710 | 0.9973 (0.9975) | * |
730 | 0.9983 (0.9992) | **** |
753 | 0.9994 (0.9996) | * |
771 | 0.9998 (1.0000) | * |