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Random walk model of consumption

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walk. Hall’s thoughts were: According to the permanent-income hypothesis, consumers deal with shifting income and try to smooth their consumption over time. At any given moment, a consumer selects their consumption based on their current expectations of their lifetime income. Throughout their life, consumers modify their consumption because they receive new information that makes them adjust their expectations. For example, a consumer receives an unexpected promotion at work and increases consumption. Whereas a consumer that is unexpectedly fired or demoted will decrease consumption. So changes in consumption reflect “surprises” about lifetime income. If consumers are optimally using all available information, then they should be surprised only by events that were completely unpredictable. Therefore, consumer’s changes in consumption should be unpredictable as well.
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effect when they change expectations.” Though the policy changes affect consumption only as much as they affect permanent income. Furthermore, only new information about policies can affect permanent income. This model implies that changes in consumption are unpredictable because consumers change their consumption only when they receive news about their lifetime resources.
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is correct, which in short says current income should be viewed as the sum of permanent income and transitory income and that consumption depends primarily on permanent income, and if consumers have rational expectations, then any changes in consumption should be unpredictable, i.e. follow a random
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Use of the Euler equations to estimate consumption appears to have advantages over traditional models. First, using Euler equations is simpler than conventional methods. This avoids the need to solve the consumer's optimization problem and is the most appealing element of using Euler equations to
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Robert Hall’s rational expectation approach to consumption creates implications for forecasting and analyzing economic policies. “If consumers obey the permanent-income hypothesis and have rational expectations, then only unexpected policy changes influence consumption. These policy changes take
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Controversy has arisen over using Euler equations to model consumption. When applying the Euler consumption equations one has trouble explaining empirical data. Attempting to use the Euler equations to model consumption in the
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has led some economists to reject the random walk hypothesis. Some argue that this is due to the model's inability to uncover consumer preference variables such as the intertemporal elasticity of substitution.
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Hall introduced his famous random walk model of consumption in 1978. His approach is differentiated from earlier theories by the introduction of the
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Carroll, Christopher D. (2001). "Death to the Log-Linearized Consumption Euler Equation! (And Very Poor Health to the Second-Order Approximation)".
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Canzoneri, M. B.; Cumby, R. E.; Diba, B. T. (2007). "Euler equations and money market interest rates: A challenge for monetary policy models".
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Robert Hall was the first to derive the effects of rational expectations for consumption. His theory states that if Milton Friedman’s
967: 396: 885: 39:. Using Euler equations to model the random walk of consumption has become the dominant approach to modeling consumption. 941: 319: 64: 951: 931: 895: 850: 695:
Molana, H. (1991). "The Time Series Consumption Function: Error Correction, Random Walk and the Steady-State".
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into his consumption models and sets up the model so that consumers will maximize their utility.
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Chao, Hsiang-Ke (2007). "A Structure of the Consumption Function".
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Consider a two-period case. The Euler equation for this model is
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Jaeger, Albert (1992). "Does Consumption Take a Random Walk?".
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New Keynesian economics § The science of monetary policy
35:. He created his consumption theory in response to the 468: 399: 382:
Applying the definition of expectations to equation (
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to modeling consumption. He incorporated the idea of
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Assuming that the utility function is quadratic and
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Equation ( 14: 968:List of largest consumer markets 947:Random walk model of consumption 359:{\displaystyle E_{1}c_{2}=c_{1}} 608:Journal of Economic Methodology 180: 167: 119: 106: 1: 886:Final consumption expenditure 754:10.1016/j.jmoneco.2006.09.001 732:Journal of Monetary Economics 482:{\displaystyle \epsilon _{2}} 656:"Estimating Euler Equations" 573:Journal of Political Economy 23:was introduced by economist 942:Permanent income hypothesis 660:Review of Economic Dynamics 491: 384: 307: 65:permanent income hypothesis 1005: 952:Relative income hypothesis 932:Absolute income hypothesis 804:Advances in Macroeconomics 896:Intertemporal consumption 672:10.1016/j.red.2003.09.003 620:10.1080/13501780701394102 298:{\displaystyle \delta =r} 916:Conspicuous consumption 222:{\displaystyle \delta } 906:Autonomous consumption 901:Random walk hypothesis 826:10.2202/1534-6013.1003 483: 440: 360: 299: 270: 243: 223: 187: 29:Euler numerical method 27:. This model uses the 937:Life-cycle hypothesis 891:Instant gratification 542:Consumption smoothing 484: 441: 361: 300: 271: 269:{\displaystyle E_{1}} 244: 224: 188: 53:rational expectations 881:Consumption function 697:The Economic Journal 466: 397: 320: 283: 253: 233: 213: 85: 21:model of consumption 911:Induced consumption 637:Mankiw, N. Gregory 479: 436: 356: 295: 266: 239: 219: 183: 976: 975: 513:some economists. 460: 459: 380: 379: 242:{\displaystyle r} 207: 206: 153: 996: 860: 853: 846: 837: 830: 829: 819: 799: 793: 792: 764: 758: 757: 747: 727: 721: 720: 703:(406): 382–403. 692: 686: 685: 683: 651: 645: 644: 633: 624: 623: 603: 597: 596: 565: 488: 486: 485: 480: 478: 477: 454: 445: 443: 442: 437: 435: 434: 422: 421: 409: 408: 391: 374: 365: 363: 362: 357: 355: 354: 342: 341: 332: 331: 314: 304: 302: 301: 296: 275: 273: 272: 267: 265: 264: 248: 246: 245: 240: 228: 226: 225: 220: 201: 192: 190: 189: 184: 179: 178: 166: 158: 154: 152: 141: 130: 118: 117: 105: 97: 96: 79: 1004: 1003: 999: 998: 997: 995: 994: 993: 979: 978: 977: 972: 956: 920: 869: 864: 834: 833: 801: 800: 796: 781:10.2307/2109374 766: 765: 761: 745:10.1.1.422.5283 729: 728: 724: 709:10.2307/2233547 694: 693: 689: 653: 652: 648: 635: 634: 627: 605: 604: 600: 567: 566: 555: 550: 533: 519: 510: 501: 469: 464: 463: 452: 426: 413: 400: 395: 394: 372: 346: 333: 323: 318: 317: 281: 280: 256: 251: 250: 231: 230: 211: 210: 199: 170: 159: 142: 131: 125: 109: 98: 88: 83: 82: 74: 61: 45: 12: 11: 5: 1002: 1000: 992: 991: 981: 980: 974: 973: 971: 970: 964: 962: 958: 957: 955: 954: 949: 944: 939: 934: 928: 926: 922: 921: 919: 918: 913: 908: 903: 898: 893: 888: 883: 877: 875: 871: 870: 865: 863: 862: 855: 848: 840: 832: 831: 817:10.1.1.71.4624 794: 775:(4): 607–614. 759: 722: 687: 666:(2): 405–435. 646: 641:Macroeconomics 625: 614:(2): 227–248. 598: 585:10.1086/260724 579:(6): 971–987. 552: 551: 549: 546: 545: 544: 539: 532: 529: 518: 515: 509: 506: 500: 497: 476: 472: 458: 457: 448: 446: 433: 429: 425: 420: 416: 412: 407: 403: 378: 377: 368: 366: 353: 349: 345: 340: 336: 330: 326: 294: 291: 288: 263: 259: 238: 218: 205: 204: 195: 193: 182: 177: 173: 169: 165: 162: 157: 151: 148: 145: 140: 137: 134: 128: 124: 121: 116: 112: 108: 104: 101: 95: 91: 73: 70: 60: 57: 49:Lucas critique 44: 41: 37:Lucas critique 13: 10: 9: 6: 4: 3: 2: 1001: 990: 987: 986: 984: 969: 966: 965: 963: 959: 953: 950: 948: 945: 943: 940: 938: 935: 933: 930: 929: 927: 923: 917: 914: 912: 909: 907: 904: 902: 899: 897: 894: 892: 889: 887: 884: 882: 879: 878: 876: 872: 868: 861: 856: 854: 849: 847: 842: 841: 838: 827: 823: 818: 813: 809: 805: 798: 795: 790: 786: 782: 778: 774: 770: 763: 760: 755: 751: 746: 741: 737: 733: 726: 723: 718: 714: 710: 706: 702: 698: 691: 688: 682: 677: 673: 669: 665: 661: 657: 650: 647: 643:(9): 475–503. 642: 638: 632: 630: 626: 621: 617: 613: 609: 602: 599: 594: 590: 586: 582: 578: 574: 570: 564: 562: 560: 558: 554: 547: 543: 540: 538: 535: 534: 530: 528: 525: 524:United States 516: 514: 507: 505: 498: 496: 494: 493: 474: 470: 456: 449: 447: 431: 427: 423: 418: 414: 410: 405: 401: 393: 392: 389: 388:) will give: 387: 386: 376: 369: 367: 351: 347: 343: 338: 334: 328: 324: 316: 315: 312: 311:) will yield 310: 309: 292: 289: 286: 277: 261: 257: 236: 216: 203: 196: 194: 175: 171: 163: 160: 155: 149: 146: 143: 138: 135: 132: 126: 122: 114: 110: 102: 99: 93: 89: 81: 80: 77: 71: 69: 66: 58: 56: 54: 50: 42: 40: 38: 34: 30: 26: 22: 20: 946: 807: 803: 797: 772: 768: 762: 735: 731: 725: 700: 696: 690: 663: 659: 649: 640: 611: 607: 601: 576: 572: 569:Hall, Robert 520: 511: 502: 499:Implications 490: 461: 450: 383: 381: 370: 306: 305:, equation ( 278: 208: 197: 75: 62: 46: 17: 15: 989:Consumption 867:Consumption 738:(7): 1863. 681:10419/71591 33:consumption 25:Robert Hall 19:random walk 548:References 517:Criticisms 508:Advantages 43:Background 812:CiteSeerX 740:CiteSeerX 471:ϵ 428:ϵ 287:δ 217:δ 139:δ 31:to model 983:Category 925:Theories 531:See also 164:′ 103:′ 789:2109374 717:2233547 593:1840393 874:Topics 814:  787:  742:  715:  591:  462:where 209:where 59:Theory 961:Lists 810:(1). 785:JSTOR 713:JSTOR 589:JSTOR 72:Model 16:The 822:doi 777:doi 750:doi 705:doi 701:101 676:hdl 668:doi 616:doi 581:doi 985:: 820:. 806:. 783:. 773:74 771:. 748:. 736:54 734:. 711:. 699:. 674:. 662:. 658:. 628:^ 612:14 610:. 587:. 577:86 575:. 556:^ 859:e 852:t 845:v 828:. 824:: 808:1 791:. 779:: 756:. 752:: 719:. 707:: 684:. 678:: 670:: 664:7 622:. 618:: 595:. 583:: 492:3 475:2 455:) 453:3 451:( 432:2 424:+ 419:1 415:c 411:= 406:2 402:c 385:2 375:) 373:2 371:( 352:1 348:c 344:= 339:2 335:c 329:1 325:E 308:1 293:r 290:= 262:1 258:E 237:r 202:) 200:1 198:( 181:) 176:1 172:c 168:( 161:u 156:) 150:r 147:+ 144:1 136:+ 133:1 127:( 123:= 120:) 115:2 111:c 107:( 100:u 94:1 90:E

Index

random walk
Robert Hall
Euler numerical method
consumption
Lucas critique
Lucas critique
rational expectations
permanent income hypothesis
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2
3
United States
New Keynesian economics § The science of monetary policy
Consumption smoothing




Hall, Robert
doi
10.1086/260724
JSTOR
1840393
doi
10.1080/13501780701394102


Mankiw, N. Gregory
"Estimating Euler Equations"
doi

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