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Conservatism (belief revision)

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the mixing of evidence. For instance, if objective evidence indicates the probability of an event occurs is 1, i.e., P(A) = 1 and P(¬A) = 0, whereas according to the memory of a subject, the probabilities are P(A') = 0.727 and P(¬A') = 0.273 respectively. When the evidence is noised by memory with probability of P(Á | A') = 0.8, p(¬Á | A') = 0.2, P(Á | ¬A') = 0.2 and P(¬Á | ¬A') = 0.8, the estimate (judgement) is smoothed to be P(Á) = 0.636 and P(¬Á)=0.364. The estimated values (0.636, 0.364) are less extreme or more conservative than the actual evidence (1 and 0). In an incentivized experimental study, it has been shown that the conservatism bias decreased in those with greater cognitive ability, though it did not disappear.
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generative mechanism that assumes a noisy conversion of objective evidence (observation) into subjective estimates (judgement). The study explains that the estimates of conditional probabilities are conservative because of noise in the retrieval of information from memory, whereas noise is defined as
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There are two bookbags, one containing 700 red and 300 blue chips, the other containing 300 red and 700 blue. Take one of the bags. Now, you sample, randomly, with replacement after each chip. In 12 samples, you get 8 reds and 4 blues. what is the probability that this is the predominantly red
419:, as studied by Tversky and Kahneman. The initial "anchor" is the .5 probability given when there are two choices without any other evidence, and people fail to adjust sufficiently far away. Alternatively, one study suggested that the belief revising conservatism can be explained by an 389: 391:). Edwards suggested that people updated beliefs conservatively, in accordance with Bayes' theorem, but more slowly. They updated from .5 incorrectly according to an observed bias in several experiments. 278:– but it is insufficient in amount". In other words, people update their prior beliefs as new evidence becomes available, but they do so more slowly than they would if they used Bayes' theorem. 186: 399:
In finance, evidence has been found that investors under-react to corporate events, consistent with conservatism. This includes announcements of earnings, changes in
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Kadiyala, Padmaja; Rau, P. Raghavendra (2004). "Investor Reaction to Corporate Event Announcements: Under-reaction or Over-reaction?".
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Edwards, Ward. "Conservatism in Human Information Processing (excerpted)". In Daniel Kahneman, Paul Slovic and Amos Tversky. (1982).
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Most subjects chose an answer around .7. The correct answer according to Bayes' theorem is closer to .97 ( based on Bayes' theorem:
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which refers to the tendency to revise one's belief insufficiently when presented with new evidence. This bias describes human
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According to the theory, "opinion change is very orderly, and usually proportional to the numbers of
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The traditional explanation for this effect is that it is an extension of the
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Oechssler, Jörg; Roider, Andreas; Schmitz, Patrick W. (2009).
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in 1968, who reported on experiments like the following one:
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may be too technical for most readers to understand
383: 474:Judgment under uncertainty: Heuristics and biases 588:Journal of Economic Behavior & Organization 8: 581:"Cognitive abilities and behavioral biases" 271:when compared to Bayesian belief-revision. 53:Learn how and when to remove these messages 468: 466: 464: 372: 359: 346: 333: 321: 308: 301: 299: 223:Learn how and when to remove this message 205:Learn how and when to remove this message 189:, without removing the technical details. 150:Learn how and when to remove this message 476:. New York: Cambridge University Press. 460: 86:Please improve this article by adding 187:make it understandable to non-experts 7: 99:"Conservatism" belief revision 14: 34:This article has multiple issues. 166: 64: 23: 259:in which people over-weigh the 42:or discuss these issues on the 1: 484:Original work published 1968. 88:secondary or tertiary sources 281:This bias was discussed by 661: 600:10.1016/j.jebo.2009.04.018 537:Hilbert, Martin (2012). 496:The Journal of Business 546:Psychological Bulletin 385: 292: 267:) and under-weigh new 75:relies excessively on 520:. Earlier version at 421:information-theoretic 411:Possible explanations 386: 287: 635:Cognitive psychology 298: 237:cognitive psychology 526:10.2139/ssrn.249979 439:Belief perseverance 620:Bayesian inference 381: 261:prior distribution 630:Cognitive inertia 444:Confirmation bias 434:Base rate fallacy 379: 249:conservatism bias 233: 232: 225: 215: 214: 207: 160: 159: 152: 134: 57: 652: 604: 603: 585: 576: 570: 569: 558:10.1037/a0025940 543: 534: 528: 519: 491: 485: 470: 390: 388: 387: 382: 380: 378: 377: 376: 364: 363: 351: 350: 338: 337: 327: 326: 325: 313: 312: 302: 241:decision science 228: 221: 210: 203: 199: 196: 190: 170: 169: 162: 155: 148: 144: 141: 135: 133: 92: 68: 60: 49: 27: 26: 19: 660: 659: 655: 654: 653: 651: 650: 649: 625:Belief revision 610: 609: 608: 607: 583: 578: 577: 573: 541: 536: 535: 531: 493: 492: 488: 471: 462: 457: 430: 413: 397: 368: 355: 342: 329: 328: 317: 304: 303: 296: 295: 269:sample evidence 257:belief revision 229: 218: 217: 216: 211: 200: 194: 191: 183:help improve it 180: 171: 167: 156: 145: 139: 136: 93: 91: 85: 81:primary sources 69: 28: 24: 17: 12: 11: 5: 658: 656: 648: 647: 642: 637: 632: 627: 622: 612: 611: 606: 605: 594:(1): 147–152. 571: 552:(2): 211–237. 529: 516:10.1086/381273 508:10.1086/381273 502:(4): 357–386. 486: 482:978-0521284141 459: 458: 456: 453: 452: 451: 446: 441: 436: 429: 426: 417:anchoring bias 412: 409: 396: 393: 375: 371: 367: 362: 358: 354: 349: 345: 341: 336: 332: 324: 320: 316: 311: 307: 276:Bayes' theorem 231: 230: 213: 212: 174: 172: 165: 158: 157: 72: 70: 63: 58: 32: 31: 29: 22: 16:Cognitive bias 15: 13: 10: 9: 6: 4: 3: 2: 657: 646: 643: 641: 638: 636: 633: 631: 628: 626: 623: 621: 618: 617: 615: 601: 597: 593: 589: 582: 575: 572: 567: 563: 559: 555: 551: 547: 540: 533: 530: 527: 523: 517: 513: 509: 505: 501: 497: 490: 487: 483: 479: 475: 469: 467: 465: 461: 454: 450: 447: 445: 442: 440: 437: 435: 432: 431: 427: 425: 422: 418: 410: 408: 406: 402: 394: 392: 373: 369: 365: 360: 356: 352: 347: 343: 339: 334: 330: 322: 318: 314: 309: 305: 291: 286: 284: 279: 277: 272: 270: 266: 262: 258: 254: 250: 246: 242: 238: 227: 224: 209: 206: 198: 188: 184: 178: 175:This article 173: 164: 163: 154: 151: 143: 132: 129: 125: 122: 118: 115: 111: 108: 104: 101: –  100: 96: 95:Find sources: 89: 83: 82: 78: 73:This article 71: 67: 62: 61: 56: 54: 47: 46: 41: 40: 35: 30: 21: 20: 591: 587: 574: 549: 545: 532: 499: 495: 489: 473: 449:Strong prior 414: 405:stock splits 398: 293: 288: 283:Ward Edwards 280: 273: 248: 245:conservatism 244: 234: 219: 201: 192: 176: 146: 137: 127: 120: 113: 106: 94: 74: 50: 43: 37: 36:Please help 33: 195:August 2016 614:Categories 455:References 395:In finance 110:newspapers 77:references 39:improve it 645:Ignorance 401:dividends 366:× 340:× 315:× 265:base rate 45:talk page 566:22122235 428:See also 140:May 2012 181:Please 124:scholar 564:  514:  480:  403:, and 126:  119:  112:  105:  97:  640:Error 584:(PDF) 542:(PDF) 512:JSTOR 251:is a 131:JSTOR 117:books 562:PMID 478:ISBN 290:bag? 253:bias 239:and 103:news 596:doi 554:doi 550:138 522:doi 504:doi 370:0.7 357:0.3 344:0.3 331:0.7 319:0.3 306:0.7 247:or 235:In 185:to 79:to 616:: 592:72 590:. 586:. 560:. 548:. 544:. 510:. 500:77 498:. 463:^ 407:. 243:, 90:. 48:. 602:. 598:: 568:. 556:: 524:: 518:. 506:: 374:4 361:8 353:+ 348:4 335:8 323:4 310:8 263:( 226:) 220:( 208:) 202:( 197:) 193:( 179:. 153:) 147:( 142:) 138:( 128:· 121:· 114:· 107:· 84:. 55:) 51:(

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references
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secondary or tertiary sources
"Conservatism" belief revision
news
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scholar
JSTOR
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make it understandable to non-experts
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cognitive psychology
decision science
bias
belief revision
prior distribution
base rate
sample evidence
Bayes' theorem
Ward Edwards
dividends
stock splits
anchoring bias

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