Production similarity and the cross‐section of stock returns: A machine learning approach
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DOI: 10.1111/acfi.13144
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- Jeffrey Wurgler & Ekaterina Zhuravskaya, 2002.
"Does Arbitrage Flatten Demand Curves for Stocks?,"
The Journal of Business, University of Chicago Press, vol. 75(4), pages 583-608, October.
- Jeffrey Wurgler & Ekaterina Zhuravskaya, 2000. "Does Arbitrage Flatten Demand Curves for Stocks?," Yale School of Management Working Papers ysm152, Yale School of Management, revised 01 Nov 2001.
- Jeffrey Wurgler & Ekaterina Zhuravskaya, 2000. "Does Arbitrage Flatten Demand Curves for Stocks?," Yale School of Management Working Papers ysm152, Yale School of Management, revised 01 Nov 2001.
- Ali, Usman & Hirshleifer, David, 2020.
"Shared analyst coverage: Unifying momentum spillover effects,"
Journal of Financial Economics, Elsevier, vol. 136(3), pages 649-675.
- Usman Ali & David Hirshleifer, 2018. "Shared Analyst Coverage: Unifying Momentum Spillover Effects," NBER Working Papers 25201, National Bureau of Economic Research, Inc.
- Jiang, Fuwei & Lee, Joshua & Martin, Xiumin & Zhou, Guofu, 2019.
"Manager sentiment and stock returns,"
Journal of Financial Economics, Elsevier, vol. 132(1), pages 126-149.
- Fuwei Jiang & Joshua Lee & Xiumin Martin & Guofu Zhou, 2019. "Manager sentiment and stock returns," CEMA Working Papers 677, China Economics and Management Academy, Central University of Finance and Economics.
- Tim Loughran & Bill McDonald & Hayong Yun, 2009. "A Wolf in Sheep’s Clothing: The Use of Ethics-Related Terms in 10-K Reports," Journal of Business Ethics, Springer, vol. 89(1), pages 39-49, May.
- Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
- Shleifer, Andrei & Vishny, Robert W, 1997.
"The Limits of Arbitrage,"
Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
- Andrei Shleifer & Robert W. Vishny, 1995. "The Limits of Arbitrage," NBER Working Papers 5167, National Bureau of Economic Research, Inc.
- Andrei Shleifer ad Robert W. Vishny, 1995. "The Limits of Arbitrage," Harvard Institute of Economic Research Working Papers 1725, Harvard - Institute of Economic Research.
- Lee, Charles M.C. & Sun, Stephen Teng & Wang, Rongfei & Zhang, Ran, 2019.
"Technological links and predictable returns,"
Journal of Financial Economics, Elsevier, vol. 132(3), pages 76-96.
- Lee, Charles M. C. Lee & Sun, Stephen Teng & Wang, Rongfei & Zhang, Ran, 2017. "Technological Links and Predictable Returns," Research Papers repec:ecl:stabus:3605, Stanford University, Graduate School of Business.
- Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
- Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
- Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
- Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
- Shane A. Corwin & Jay F. Coughenour, 2008. "Limited Attention and the Allocation of Effort in Securities Trading," Journal of Finance, American Finance Association, vol. 63(6), pages 3031-3067, December.
- Brad M. Barber & Xing Huang & Terrance Odean & Christopher Schwarz, 2022. "Attention‐Induced Trading and Returns: Evidence from Robinhood Users," Journal of Finance, American Finance Association, vol. 77(6), pages 3141-3190, December.
- David Hirshleifer & Siew Hong Teoh & Jeff Jiewei Yu, 2011.
"Short Arbitrage, Return Asymmetry, and the Accrual Anomaly,"
The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2429-2461.
- Hirshleifer, David & Teoh, Siew Hong & Yu, Jeff Jiewei, 2009. "Short Arbitrage, Return Asymmetry And The Accrual Anomaly," MPRA Paper 16487, University Library of Munich, Germany.
- Matthias M M Buehlmaier & Toni M Whited, 2018. "Are Financial Constraints Priced? Evidence from Textual Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2693-2728.
- De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990.
"Noise Trader Risk in Financial Markets,"
Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
- J. Bradford De Long & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, "undated". "Noise Trader Risk in Financial Markets," J. Bradford De Long's Working Papers _124, University of California at Berkeley, Economics Department.
- De Long, J. Bradford & Shleifer, Andrei & Summers, Lawrence H. & Waldmann, Robert J., 1990. "Noise Trader Risk in Financial Markets," Scholarly Articles 3725552, Harvard University Department of Economics.
- Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
- Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
- repec:bla:jfinan:v:53:y:1998:i:6:p:1839-1885 is not listed on IDEAS
- Lang, Mark & Stice-Lawrence, Lorien, 2015. "Textual analysis and international financial reporting: Large sample evidence," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 110-135.
- Kathleen Weiss Hanley & Gerard Hoberg, 2019. "Dynamic Interpretation of Emerging Risks in the Financial Sector," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4543-4603.
- Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
- Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
- Manela, Asaf & Moreira, Alan, 2017. "News implied volatility and disaster concerns," Journal of Financial Economics, Elsevier, vol. 123(1), pages 137-162.
- Lang, Mark & Maffett, Mark, 2011. "Transparency and liquidity uncertainty in crisis periods," Journal of Accounting and Economics, Elsevier, vol. 52(2), pages 101-125.
- Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
- Robert M. Bowen & Xia Chen & Qiang Cheng, 2008. "Analyst Coverage and the Cost of Raising Equity Capital: Evidence from Underpricing of Seasoned Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(3), pages 657-700, September.
- Ekkehart Boehmer & Eric K. Kelley, 2009. "Institutional Investors and the Informational Efficiency of Prices," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3563-3594, September.
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