Knowledge

Page's trend test

Source 📝

563:
for significance at the 0.05 level, one-tailed, with three conditions, are 56 for 4 subjects (the lowest number that is capable of giving a significant result at this level), 54 for 5 subjects, 91 for 7 subjects, 128 for 10 subjects, 190 for 15 subjects and 251 for 20 subjects..
57:
For example, a number of subjects might each be given three trials at the same task, and we predict that performance will improve from trial to trial. A test of the significance of the trend between conditions in this situation was developed by
508:. The approximation is reliable for more than 20 subjects with any number of conditions, for more than 12 subjects when there are 4 or more conditions, and for any number of subjects when there are 9 or more conditions. 488: 247: 161: 260:
against the alternative that there is a difference in trend. Friedman's test considers the alternative hypothesis that the central tendencies of the observations under the
695: 365: 25: 176: 93: 679: 501: 513:
If a measure of the overall correlation between the conditions and the data is required, it can be calculated as
559:
The Page test is most often used with fairly small numbers of conditions and subjects. The minimum values of
592:
Page, E. B. (1963). "Ordered hypotheses for multiple treatments: A significance test for linear ranks".
710: 572: 497: 167: 50:
a number of subjects (or other randomly sampled entities) are all observed in each of them, and
667: 283:
conditions in the order implied by the alternative hypothesis, and assign each of them a rank
8: 648: 609: 675: 253: 59: 24:
for multiple comparisons between ordered correlated variables is the counterpart of
644: 601: 568: 80: 505: 63: 28:
which summarizes the association of continuous variables. It is also known as
704: 257: 627:
Jonckheere, A. R. (1954). "A test of significance for the relation between
613: 17: 605: 483:{\displaystyle {(12L-3kn(n+1)^{2})^{2} \over kn^{2}(n^{2}-1)(n+1)}} 242:{\displaystyle m_{1}<m_{2}<m_{3}<\cdots <m_{n}.\,} 53:
we predict that the observations will have a particular order.
264:
conditions are different without specifying their order.
347:
To test whether there is a significant trend, values of
555:= 1, this reduces to the familiar Spearman coefficient. 340:
and add all the products together; this sum is called
368: 179: 96: 674:(2nd ed.). Boston: PWS-Kent. pp. 279–284. 351:
can be compared with those tabulated by Page (1963).
482: 241: 155: 626: 310:Add the ranks for each condition to give a total 156:{\displaystyle m_{1}=m_{2}=m_{3}=\cdots =m_{n}\,} 702: 594:Journal of the American Statistical Association 62:(1963). More formally, the test considers the 591: 637:British Journal of Statistical Psychology 238: 152: 40:. It is a repeated measure trend test. 26:Spearman's rank correlation coefficient 703: 668:"Page's test for ordered alternatives" 665: 496:may be compared with values of the 47:there are three or more conditions, 13: 659: 649:10.1111/j.2044-8317.1954.tb00148.x 267:Procedure for the Page test, with 14: 722: 689: 672:Applied Nonparametric Statistics 43:The Page test is useful where: 620: 585: 474: 462: 459: 440: 416: 406: 393: 372: 299:subjects separately, rank the 1: 578: 567:A corresponding extension of 696:Nonparametric Tests of Trend 7: 356:Alternatively, the quantity 10: 727: 666:Daniel, Wayne W. (1990). 271:subjects each exposed to 498:chi-squared distribution 303:observations from 1 to 484: 243: 168:alternative hypothesis 157: 485: 244: 158: 635:ranked categories". 366: 177: 94: 79:is a measure of the 480: 239: 153: 70:conditions, where 711:Statistical tests 571:was developed by 540: + 1)/( 502:degree of freedom 478: 254:statistical power 60:Ellis Batten Page 30:Page's trend test 718: 685: 653: 652: 624: 618: 617: 589: 536:) − 3( 504:. This gives a 489: 487: 486: 481: 479: 477: 452: 451: 439: 438: 425: 424: 423: 414: 413: 370: 295:For each of the 248: 246: 245: 240: 234: 233: 215: 214: 202: 201: 189: 188: 162: 160: 159: 154: 151: 150: 132: 131: 119: 118: 106: 105: 81:central tendency 726: 725: 721: 720: 719: 717: 716: 715: 701: 700: 692: 682: 662: 660:Further reading 657: 656: 625: 621: 606:10.2307/2282965 600:(301): 216–30. 590: 586: 581: 544: − 1) 506:two-tailed test 447: 443: 434: 430: 426: 419: 415: 409: 405: 371: 369: 367: 364: 363: 339: 330: 318: 292: 229: 225: 210: 206: 197: 193: 184: 180: 178: 175: 174: 146: 142: 127: 123: 114: 110: 101: 97: 95: 92: 91: 78: 64:null hypothesis 12: 11: 5: 724: 714: 713: 699: 698: 691: 690:External links 688: 687: 686: 680: 661: 658: 655: 654: 619: 583: 582: 580: 577: 557: 556: 548: 547: 546: 545: 515: 514: 510: 509: 493: 492: 491: 490: 476: 473: 470: 467: 464: 461: 458: 455: 450: 446: 442: 437: 433: 429: 422: 418: 412: 408: 404: 401: 398: 395: 392: 389: 386: 383: 380: 377: 374: 358: 357: 353: 352: 345: 335: 326: 320: 314: 308: 293: 287: 250: 249: 237: 232: 228: 224: 221: 218: 213: 209: 205: 200: 196: 192: 187: 183: 164: 163: 149: 145: 141: 138: 135: 130: 126: 122: 117: 113: 109: 104: 100: 87:th condition, 74: 55: 54: 51: 48: 9: 6: 4: 3: 2: 723: 712: 709: 708: 706: 697: 694: 693: 683: 681:0-534-91976-6 677: 673: 669: 664: 663: 650: 646: 643:(2): 93–100. 642: 638: 634: 631:rankings and 630: 623: 615: 611: 607: 603: 599: 595: 588: 584: 576: 574: 570: 569:Kendall's tau 565: 562: 554: 550: 549: 543: 539: 535: 532: −  531: 527: 523: 519: 518: 517: 516: 512: 511: 507: 503: 499: 495: 494: 471: 468: 465: 456: 453: 448: 444: 435: 431: 427: 420: 410: 402: 399: 396: 390: 387: 384: 381: 378: 375: 362: 361: 360: 359: 355: 354: 350: 346: 343: 338: 334: 329: 325: 321: 317: 313: 309: 306: 302: 298: 294: 290: 286: 282: 278: 277: 276: 274: 270: 265: 263: 259: 258:Friedman test 255: 235: 230: 226: 222: 219: 216: 211: 207: 203: 198: 194: 190: 185: 181: 173: 172: 171: 169: 147: 143: 139: 136: 133: 128: 124: 120: 115: 111: 107: 102: 98: 90: 89: 88: 86: 82: 77: 73: 69: 65: 61: 52: 49: 46: 45: 44: 41: 39: 37: 31: 27: 23: 19: 671: 640: 636: 632: 628: 622: 597: 593: 587: 566: 560: 558: 552: 541: 537: 533: 529: 525: 521: 348: 341: 336: 332: 327: 323: 315: 311: 304: 300: 296: 288: 284: 280: 279:Arrange the 275:conditions: 272: 268: 266: 261: 252:It has more 251: 166:against the 165: 84: 75: 71: 67: 56: 42: 35: 33: 29: 21: 15: 579:References 573:Jonckheere 66:that, for 18:statistics 500:with one 454:− 382:− 322:Multiply 256:than the 220:⋯ 137:⋯ 22:Page test 705:Category 575:(1954). 614:2282965 83:of the 34:Page's 678:  612:  520:ρ = 12 20:, the 610:JSTOR 170:that 676:ISBN 223:< 217:< 204:< 191:< 38:test 645:doi 602:doi 551:if 331:by 32:or 16:In 707:: 670:. 639:. 608:. 598:58 596:. 376:12 684:. 651:. 647:: 641:7 633:k 629:m 616:. 604:: 561:L 553:k 542:n 538:n 534:n 530:n 528:( 526:k 524:/ 522:L 475:) 472:1 469:+ 466:n 463:( 460:) 457:1 449:2 445:n 441:( 436:2 432:n 428:k 421:2 417:) 411:2 407:) 403:1 400:+ 397:n 394:( 391:n 388:k 385:3 379:L 373:( 349:L 344:. 342:L 337:i 333:Y 328:i 324:X 319:. 316:i 312:X 307:. 305:n 301:n 297:k 291:. 289:i 285:Y 281:n 273:n 269:k 262:n 236:. 231:n 227:m 212:3 208:m 199:2 195:m 186:1 182:m 148:n 144:m 140:= 134:= 129:3 125:m 121:= 116:2 112:m 108:= 103:1 99:m 85:i 76:i 72:m 68:n 36:L

Index

statistics
Spearman's rank correlation coefficient
Ellis Batten Page
null hypothesis
central tendency
alternative hypothesis
statistical power
Friedman test
chi-squared distribution
degree of freedom
two-tailed test
Kendall's tau
Jonckheere
doi
10.2307/2282965
JSTOR
2282965
doi
10.1111/j.2044-8317.1954.tb00148.x
"Page's test for ordered alternatives"
ISBN
0-534-91976-6
Nonparametric Tests of Trend
Category
Statistical tests

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.