Knowledge (XXG)

Factor investing

Source đź“ť

128:, which can be defined primarily as the difference between intrinsic or fundamental value and the market value. The opportunity to capitalize on the value factor arises from the fact that when stocks suffer weakness in their fundamentals, leading the market to overreact and undervalue them significantly relative to their current earnings. A systematic quantitative value factor investing strategy strategically purchases these undervalued stocks and maintains the position until the market adjusts its pessimistic outlook. Value can be assessed using various metrics, including the 312:, argues that factor investing risks treating stocks like mathematical abstractions rather than ownership in companies, and furthermore states factor investing is not as objective or neutral as commonly believed: “...since the 1970s, factor investing has come to dominate the market, value being one of the two great investing styles (along with 'growth'). But those characteristics say more about market participants’ 174: 111:
published their seminal three-factor papers that introduce size and value as additional factors next to the market factor. In the early 1990s, Sheridan Titman and Narasimhan Jegadeesh showed that there was a premium for investing in high momentum stocks. In 2015 Fama and French added profitability
281:
involves buying stocks or securities with high returns over the past three to twelve months and selling those with poor returns over the same period. Despite its establishment as a phenomenon, there is no consensus explanation, posing challenges to the efficient market hypothesis and random walk
159:
was identified in the early 1970s but gained popularity after the 2008 global financial crisis. Different studies demonstrate its effectiveness over extended periods. Despite widespread practical use, academic enthusiasm varies, and notably, the factor is not incorporated into the Fama-French
39:
A factor-based investment strategy involves tilting investment portfolios towards or away from specific factors in an attempt to generate long-term investment returns in excess of benchmarks. Proponents claim this approach is quantitative and based on observable data, such as stock prices and
302:, very few of hundreds of identified factors have statistical significance in real-world scenarios. They also argue factors may not offer promised diversification under all market conditions, as factors may change in their level of correlation over time. 282:
hypothesis. Due to the higher turnover and no clear risk-based explanation the factor is not incorporated into the Fama-French five-factor model. Seasonal effects, like the January effect, may contribute to the success of momentum investing.
40:
financial information, rather than on opinion or speculation. Factor premiums are also documented in corporate bonds and across all major asset classes including currencies, government bonds, equity indices, and commodities.
63:(CAPM), theorized by academics in the 1960s, held sway. CAPM held that there was one factor that was the driver of stock returns and that a stock's expected return is a function of its equity market risk or 640:
Arnott, Robert D. and Harvey, Campbell R. and Kalesnik, Vitali and Linnainmaa, Juhani T., Alice’s Adventures in Factorland: Three Blunders That Plague Factor Investing (April 10, 2019). Available at SSRN:
23:
that involves targeting quantifiable firm characteristics or “factors” that can explain differences in stock returns. Security characteristics that may be included in a factor-based approach include size,
100:". In 1981 a paper by Rolf Banz established a size premium in stocks: smaller company stocks outperform larger companies over long time periods, and had done so for at least the previous 40 years. 160:
five-factor model. Low-volatility tends to reduce losses in bear markets, while often lagging during bull markets, necessitating a full business cycle for comprehensive evaluation.
305:
In a 2016 paper, Arnott and colleagues noted that many factors become popular among investors, leading to high valuations among such stocks and subsequent expected poor returns.
155:
is a strategy that involves acquiring stocks or securities with low volatility while avoiding those with high volatility, exploiting the low-volatility anomaly. The
97: 1146: 659: 875:
Jegadeesh, Narasimhan; Titman, Sheridan (1993). "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency".
1169:
Peris, Daniel (2024). The Ownership Dividend: The Coming Paradigm Shift in the U.S. Stock Market. London: Routledge. ISBN 978-1032270524
350: 452: 265: 195: 713:"Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis" 246: 804: 218: 199: 112:
and investment as two additional factors in their five-factor asset pricing model. Profitability is also referred to as the
225: 68: 60: 184: 1052:
Bollen, Nicolas; Fisher, Gregg (2012-07-03). "Send in the Clones? Hedge Fund Replication Using Futures Contracts".
232: 203: 188: 355: 335: 152: 137: 88: 56: 25: 842: 214: 884: 813: 767: 477: 156: 20: 692:
Black, F.; Jensen, M. C.; Scholes, M. (1972). "The capital asset pricing model: Some empirical tests".
55:
The earliest theory of factor investing originated with a research paper by Stephen A. Ross in 1976 on
968: 929: 64: 889: 818: 772: 1185: 482: 1069: 1026: 910: 902: 740: 612: 530: 495: 340: 316:
about a company’s condition and future than the reality already embedded in a dividend stream."
278: 33: 513:
Maymin, Philip; Fisher, Gregg (2011-04-11). "Past Performance is Indicative of Future Beliefs".
59:, which argued that security returns are best explained by multiple factors. Prior to this, the 1081: 1077: 1034: 988: 949: 732: 624: 620: 577: 542: 538: 448: 425: 388: 384: 345: 239: 116:. Other significant factors that have been identified are leverage, liquidity and volatility. 113: 1038: 1104: 1061: 1018: 980: 941: 894: 857: 823: 777: 724: 674: 604: 569: 557: 522: 487: 415: 375:
Fisher, Gregg; Shah, Ronnie; Titman, Sheridan (2015-03-23). "Combining Value and Momentum".
309: 758:
BANZ, Rolf W. (1981). "The relationship between return and market value of common stocks".
468:
Fama, Eugene F.; French, Kenneth R. (1992). "The Cross-Section of Expected Stock Returns".
330: 325: 295: 125: 79: 75: 29: 298:
and colleagues identify several problems with factor investing. They assert that due to
898: 861: 799: 141: 108: 104: 93: 1179: 1073: 1030: 827: 781: 678: 616: 74:
Sanjoy Basu was the first academic to document a value premium in 1977. The roots of
914: 534: 43:
Critics of factor investing argue the concept has flaws, such as relying heavily on
1122: 984: 945: 1095:
Pástor, Ľ; Stambaugh, R.F. (2003). "Liquidity risk and expected stock returns".
795: 299: 173: 44: 1065: 291: 83: 992: 953: 736: 581: 429: 1022: 133: 129: 596: 1010: 646: 526: 608: 573: 420: 403: 906: 744: 712: 499: 728: 642: 491: 1108: 802:(1993). "Common risk factors in the returns on stocks and bonds". 167: 47:
that does not necessarily translate to real-world scenarios.
96:
outlined their findings and application in his 1984 article "
595:
Baltussen, Guido; Swinkels, Laurens; van Vliet, Pim (2021).
969:"The other side of value: The gross profitability premium" 402:
Harvey, Campbell R.; Liu, Yan; Zhu, Heqing (2016-01-01).
36:, asset growth, profitability, leverage, term and carry. 1011:"The Volatility Effect: Lower Risk Without Lower Return" 1123:"Factors from Scratch | O'Shaughnessy Asset Management" 843:"Evidence of Predictable Behavior of Security Returns" 636: 634: 71:showed that the risk-return relation was too flat. 928:Fama, Eugene F.; French, Kenneth R. (2015-04-01). 556:Houweling, Patrick; van Zundert, Jeroen (2017). 78:date to decades earlier, and were formalized by 660:"The Arbitrage Theory of Capital Asset Pricing" 558:"Factor Investing in the Corporate Bond Market" 445:Your Complete Guide to Factor-based Investment 404:"… and the Cross-Section of Expected Returns" 67:, quantified as beta. The first tests of the 8: 202:. Unsourced material may be challenged and 98:The Superinvestors of Graham-and-Doddsville 1147:"How Can "Smart Beta" Go Horribly Wrong?" 888: 817: 771: 481: 419: 266:Learn how and when to remove this message 694:Studies in the Theory of Capital Markets 367: 1054:The Journal of Alternative Investments 647:http://dx.doi.org/10.2139/ssrn.3331680 1009:Blitz, David; van Vliet, Pim (2007). 1004: 1002: 7: 200:adding citations to reliable sources 930:"A five-factor asset pricing model" 841:Jegadeesh, Narasimhan (July 1990). 899:10.1111/j.1540-6261.1993.tb04702.x 862:10.1111/j.1540-6261.1990.tb05110.x 308:Daniel Peris, an asset manager at 69:Capital Asset Pricing Model (CAPM) 14: 643:https://ssrn.com/abstract=3331680 967:Novy-Marx, Robert (2013-04-01). 377:Journal of Investment Management 172: 1015:Journal of Portfolio Management 86:as outlined in their 1934 book 973:Journal of Financial Economics 934:Journal of Financial Economics 805:Journal of Financial Economics 760:Journal of Financial Economics 601:Journal of Financial Economics 351:Fama–French three-factor model 124:The most well-known factor is 1: 985:10.1016/j.jfineco.2013.01.003 946:10.1016/j.jfineco.2014.10.010 443:Swedroe, Larry (2016-10-07). 1097:Journal of Political Economy 828:10.1016/0304-405X(93)90023-5 782:10.1016/0304-405X(81)90018-0 679:10.1016/0022-0531(76)90046-6 408:Review of Financial Studies 61:Capital Asset Pricing Model 1202: 667:Journal of Economic Theory 562:Financial Analysts Journal 515:Risk and Decision Analysis 1066:10.3905/jai.2013.16.2.080 658:Ross, Stephen A. (1976). 356:Carhart four-factor model 597:"Global Factor Premiums" 336:Low-volatility investing 153:Low-volatility investing 57:arbitrage pricing theory 1023:10.3905/jpm.2007.698039 1151:researchaffiliates.com 877:The Journal of Finance 850:The Journal of Finance 717:The Journal of Finance 470:The Journal of Finance 447:. BAM ALLIANCE Press. 157:low-volatility anomaly 527:10.3233/RDA-2011-0038 148:Low-volatility factor 609:10.2139/ssrn.3325720 574:10.2469/faj.v73.n2.1 196:improve this section 21:investment approach 421:10.1093/rfs/hhv059 341:Momentum investing 279:Momentum investing 215:"Factor investing" 103:In 1992 and 1993, 711:Basu, S. (1977). 346:Quality investing 290:In a 2019 paper, 276: 275: 268: 250: 89:Security Analysis 1193: 1170: 1167: 1161: 1160: 1158: 1157: 1143: 1137: 1136: 1134: 1133: 1119: 1113: 1112: 1092: 1086: 1085: 1049: 1043: 1042: 1006: 997: 996: 964: 958: 957: 925: 919: 918: 892: 872: 866: 865: 847: 838: 832: 831: 821: 792: 786: 785: 775: 755: 749: 748: 708: 702: 701: 689: 683: 682: 664: 655: 649: 638: 629: 628: 592: 586: 585: 553: 547: 546: 510: 504: 503: 485: 465: 459: 458: 440: 434: 433: 423: 399: 393: 392: 372: 310:Federated Hermes 271: 264: 260: 257: 251: 249: 208: 176: 168: 92:. Their student 17:Factor investing 1201: 1200: 1196: 1195: 1194: 1192: 1191: 1190: 1176: 1175: 1174: 1173: 1168: 1164: 1155: 1153: 1145: 1144: 1140: 1131: 1129: 1121: 1120: 1116: 1094: 1093: 1089: 1051: 1050: 1046: 1008: 1007: 1000: 966: 965: 961: 927: 926: 922: 890:10.1.1.597.6528 874: 873: 869: 845: 840: 839: 835: 819:10.1.1.139.5892 794: 793: 789: 773:10.1.1.554.8285 757: 756: 752: 729:10.2307/2326304 710: 709: 705: 691: 690: 686: 662: 657: 656: 652: 639: 632: 594: 593: 589: 555: 554: 550: 512: 511: 507: 492:10.2307/2329112 467: 466: 462: 455: 442: 441: 437: 401: 400: 396: 374: 373: 369: 364: 331:Value investing 326:Style investing 322: 296:Campbell Harvey 288: 272: 261: 255: 252: 209: 207: 193: 177: 166: 164:Momentum factor 150: 126:value investing 122: 80:Benjamin Graham 76:value investing 53: 12: 11: 5: 1199: 1197: 1189: 1188: 1178: 1177: 1172: 1171: 1162: 1138: 1114: 1109:10.1086/374184 1103:(3): 642–685. 1087: 1044: 998: 959: 920: 867: 856:(3): 881–898. 833: 787: 750: 723:(3): 663–682. 703: 684: 673:(3): 341–360. 650: 630: 587: 568:(2): 100–115. 548: 521:(3): 145–150. 505: 483:10.1.1.556.954 476:(2): 427–465. 460: 454:978-0692783658 453: 435: 394: 366: 365: 363: 360: 359: 358: 353: 348: 343: 338: 333: 328: 321: 318: 287: 284: 274: 273: 256:September 2024 180: 178: 171: 165: 162: 149: 146: 142:dividend yield 121: 118: 114:quality factor 109:Kenneth French 105:Eugene F. Fama 94:Warren Buffett 52: 49: 26:low-volatility 13: 10: 9: 6: 4: 3: 2: 1198: 1187: 1184: 1183: 1181: 1166: 1163: 1152: 1148: 1142: 1139: 1128: 1124: 1118: 1115: 1110: 1106: 1102: 1098: 1091: 1088: 1083: 1079: 1075: 1071: 1067: 1063: 1059: 1055: 1048: 1045: 1040: 1036: 1032: 1028: 1024: 1020: 1016: 1012: 1005: 1003: 999: 994: 990: 986: 982: 978: 974: 970: 963: 960: 955: 951: 947: 943: 939: 935: 931: 924: 921: 916: 912: 908: 904: 900: 896: 891: 886: 882: 878: 871: 868: 863: 859: 855: 851: 844: 837: 834: 829: 825: 820: 815: 811: 807: 806: 801: 800:French, K. R. 797: 791: 788: 783: 779: 774: 769: 765: 761: 754: 751: 746: 742: 738: 734: 730: 726: 722: 718: 714: 707: 704: 699: 695: 688: 685: 680: 676: 672: 668: 661: 654: 651: 648: 644: 637: 635: 631: 626: 622: 618: 614: 610: 606: 602: 598: 591: 588: 583: 579: 575: 571: 567: 563: 559: 552: 549: 544: 540: 536: 532: 528: 524: 520: 516: 509: 506: 501: 497: 493: 489: 484: 479: 475: 471: 464: 461: 456: 450: 446: 439: 436: 431: 427: 422: 417: 413: 409: 405: 398: 395: 390: 386: 382: 378: 371: 368: 361: 357: 354: 352: 349: 347: 344: 342: 339: 337: 334: 332: 329: 327: 324: 323: 319: 317: 315: 311: 306: 303: 301: 297: 293: 285: 283: 280: 270: 267: 259: 248: 245: 241: 238: 234: 231: 227: 224: 220: 217: â€“  216: 212: 211:Find sources: 205: 201: 197: 191: 190: 186: 181:This section 179: 175: 170: 169: 163: 161: 158: 154: 147: 145: 143: 139: 135: 131: 127: 119: 117: 115: 110: 106: 101: 99: 95: 91: 90: 85: 81: 77: 72: 70: 66: 62: 58: 50: 48: 46: 41: 37: 35: 31: 27: 22: 18: 1165: 1154:. Retrieved 1150: 1141: 1130:. Retrieved 1126: 1117: 1100: 1096: 1090: 1060:(2): 80–95. 1057: 1053: 1047: 1014: 976: 972: 962: 937: 933: 923: 883:(1): 65–91. 880: 876: 870: 853: 849: 836: 809: 803: 790: 763: 759: 753: 720: 716: 706: 700:(3): 79–121. 697: 693: 687: 670: 666: 653: 600: 590: 565: 561: 551: 518: 514: 508: 473: 469: 463: 444: 438: 411: 407: 397: 380: 376: 370: 313: 307: 304: 289: 277: 262: 253: 243: 236: 229: 222: 210: 194:Please help 182: 151: 123: 120:Value factor 102: 87: 73: 54: 42: 38: 16: 15: 979:(1): 1–28. 940:(1): 1–22. 796:Fama, E. F. 414:(1): 5–68. 300:data mining 45:data mining 1186:Investment 1156:2019-07-24 1132:2018-09-06 362:References 292:Rob Arnott 226:newspapers 84:David Dodd 65:volatility 1074:219222562 1031:154015248 993:0304-405X 954:0304-405X 885:CiteSeerX 814:CiteSeerX 768:CiteSeerX 737:0022-1082 617:159122441 582:0015-198X 478:CiteSeerX 430:0893-9454 286:Criticism 183:does not 138:P/S ratio 134:P/B ratio 130:P/E ratio 1180:Category 1127:osam.com 915:13713547 812:: 3–56. 766:: 3–18. 535:15665310 320:See also 314:opinions 34:momentum 1082:2102593 907:2328882 745:2326304 625:3325720 543:1746864 500:2329112 389:2472936 240:scholar 204:removed 189:sources 51:History 1080:  1072:  1039:980865 1037:  1029:  991:  952:  913:  905:  887:  816:  770:  743:  735:  623:  615:  580:  541:  533:  498:  480:  451:  428:  387:  242:  235:  228:  221:  213:  140:, and 19:is an 1070:S2CID 1027:S2CID 911:S2CID 903:JSTOR 846:(PDF) 741:JSTOR 663:(PDF) 613:S2CID 531:S2CID 496:JSTOR 247:JSTOR 233:books 30:value 1078:SSRN 1035:SSRN 989:ISSN 950:ISSN 733:ISSN 621:SSRN 578:ISSN 539:SSRN 449:ISBN 426:ISSN 385:SSRN 219:news 187:any 185:cite 107:and 82:and 1105:doi 1101:111 1062:doi 1019:doi 981:doi 977:108 942:doi 938:116 895:doi 858:doi 824:doi 778:doi 725:doi 675:doi 645:or 605:doi 570:doi 523:doi 488:doi 416:doi 198:by 144:. 1182:: 1149:. 1125:. 1099:. 1076:. 1068:. 1058:16 1056:. 1033:. 1025:. 1017:. 1013:. 1001:^ 987:. 975:. 971:. 948:. 936:. 932:. 909:. 901:. 893:. 881:48 879:. 854:45 852:. 848:. 822:. 810:33 808:. 798:; 776:. 762:. 739:. 731:. 721:32 719:. 715:. 698:81 696:. 671:13 669:. 665:. 633:^ 619:. 611:. 603:. 599:. 576:. 566:73 564:. 560:. 537:. 529:. 519:13 517:. 494:. 486:. 474:47 472:. 424:. 412:29 410:. 406:. 383:. 381:14 379:. 294:, 136:, 132:, 32:, 28:, 1159:. 1135:. 1111:. 1107:: 1084:. 1064:: 1041:. 1021:: 995:. 983:: 956:. 944:: 917:. 897:: 864:. 860:: 830:. 826:: 784:. 780:: 764:9 747:. 727:: 681:. 677:: 627:. 607:: 584:. 572:: 545:. 525:: 502:. 490:: 457:. 432:. 418:: 391:. 269:) 263:( 258:) 254:( 244:· 237:· 230:· 223:· 206:. 192:.

Index

investment approach
low-volatility
value
momentum
data mining
arbitrage pricing theory
Capital Asset Pricing Model
volatility
Capital Asset Pricing Model (CAPM)
value investing
Benjamin Graham
David Dodd
Security Analysis
Warren Buffett
The Superinvestors of Graham-and-Doddsville
Eugene F. Fama
Kenneth French
quality factor
value investing
P/E ratio
P/B ratio
P/S ratio
dividend yield
Low-volatility investing
low-volatility anomaly

cite
sources
improve this section
adding citations to reliable sources

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

↑