Identifying Different Definitions of Future in the Assessment of Future Economic Conditions: Application of PU Learning and Text Mining
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Brown, Donald J & Lewis, Lucinda M, 1981.
"Myopic Economic Agents,"
Econometrica, Econometric Society, vol. 49(2), pages 359-368, March.
- Donald J. Brown & Lucinda M. Lewis, 1978. "Myopic Economic Agents," Cowles Foundation Discussion Papers 481, Cowles Foundation for Research in Economics, Yale University.
- Gill Ward & Trevor Hastie & Simon Barry & Jane Elith & John R. Leathwick, 2009. "Presence-Only Data and the EM Algorithm," Biometrics, The International Biometric Society, vol. 65(2), pages 554-563, June.
- Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
- Xavier Gabaix, 2012.
"Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 645-700.
- Xavier Gabaix, 2008. "Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance," NBER Working Papers 13724, National Bureau of Economic Research, Inc.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Mangee, Nicholas, 2024. "Stock price swings and fundamentals: The role of Knightian uncertainty," International Review of Financial Analysis, Elsevier, vol. 91(C).
- Manela, Asaf & Moreira, Alan, 2017. "News implied volatility and disaster concerns," Journal of Financial Economics, Elsevier, vol. 123(1), pages 137-162.
- Freire, Gustavo, 2021. "Tail risk and investors’ concerns: Evidence from Brazil," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
- William N. Goetzmann & Dasol Kim & Robert J. Shiller, 2016. "Crash Beliefs From Investor Surveys," NBER Working Papers 22143, National Bureau of Economic Research, Inc.
- Müller, Karsten, 2020. "German forecasters' narratives: How informative are German business cycle forecast reports?," Working Papers 23, German Research Foundation's Priority Programme 1859 "Experience and Expectation. Historical Foundations of Economic Behaviour", Humboldt University Berlin.
- Siddiqi, Hammad, 2015. "Anchoring and Adjustment Heuristic: A Unified Explanation for Equity Puzzles," MPRA Paper 68729, University Library of Munich, Germany.
- Goedde-Menke, Michael & Langer, Thomas & Pfingsten, Andreas, 2014. "Impact of the financial crisis on bank run risk – Danger of the days after," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 522-533.
- David E. Allen & Michael McAleer & Abhay K. Singh, 2019.
"Daily market news sentiment and stock prices,"
Applied Economics, Taylor & Francis Journals, vol. 51(30), pages 3212-3235, June.
- David E. Allen & Michael McAleer & Abhay K. Singh, 2015. "Daily Market News Sentiment and Stock Prices," Documentos de Trabajo del ICAE 2015-11, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
- Allen, D.E. & McAleer, M.J. & Singh, A.K., 2015. "Daily Market News Sentiment and Stock Prices," Econometric Institute Research Papers EI2015-23, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- David E. Allen & Michael McAleer & Abhay K. Singh, 2015. "Daily Market News Sentiment and Stock Prices," Tinbergen Institute Discussion Papers 15-090/III, Tinbergen Institute.
- Yan Luo & Linying Zhou, 2020. "Textual tone in corporate financial disclosures: a survey of the literature," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 101-110, September.
- Jiao Ji & Oleksandr Talavera & Shuxing Yin, 2018. "The Hidden Information Content: Evidence from the Tone of Independent Director Reports," Working Papers 2018-28, Swansea University, School of Management.
- Marlène Isoré, 2012. "Essays in macro-finance [Essais de macro-finance]," SciencePo Working papers Main tel-03669376, HAL.
- Sang Byung Seo & Jessica A. Wachter, 2019. "Option Prices in a Model with Stochastic Disaster Risk," Management Science, INFORMS, vol. 65(8), pages 3449-3469, August.
- Lixiang Wang & Wendi Hou & Yupei Liu, 2023. "How do co‐shareholding networks affect negative media coverage? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4221-4249, December.
- Kamaladdin Fataliyev & Aneesh Chivukula & Mukesh Prasad & Wei Liu, 2021. "Stock Market Analysis with Text Data: A Review," Papers 2106.12985, arXiv.org, revised Jul 2021.
- Bennani, Hamza, 2018.
"Media coverage and ECB policy-making: Evidence from an augmented Taylor rule,"
Journal of Macroeconomics, Elsevier, vol. 57(C), pages 26-38.
- Hamza Bennani, 2018. "Media Coverage and ECB Policy-Making: Evidence from an Augmented Taylor Rule," Post-Print hal-01773570, HAL.
- Bansal, Ravi & Miller, Shane & Song, Dongho & Yaron, Amir, 2021.
"The term structure of equity risk premia,"
Journal of Financial Economics, Elsevier, vol. 142(3), pages 1209-1228.
- Ravi Bansal & Shane Miller & Dongho Song & Amir Yaron, 2019. "The Term Structure of Equity Risk Premia," NBER Working Papers 25690, National Bureau of Economic Research, Inc.
- Cakici, Nusret & Zaremba, Adam, 2022. "Salience theory and the cross-section of stock returns: International and further evidence," Journal of Financial Economics, Elsevier, vol. 146(2), pages 689-725.
- Christopher N. Avery & Judith A. Chevalier & Richard J. Zeckhauser, 2016.
"The "CAPS" Prediction System and Stock Market Returns,"
Review of Finance, European Finance Association, vol. 20(4), pages 1363-1381.
- Avery, Christopher N. & Zeckhauser, Richard Jay, 2009. "The CAPS Prediction System and Stock Market Returns," Scholarly Articles 4415901, Harvard Kennedy School of Government.
- Christopher Avery & Judith A. Chevalier & Richard J. Zeckhauser, 2011. "The "CAPS" Prediction System and Stock Market Returns," NBER Working Papers 17298, National Bureau of Economic Research, Inc.
- Avery, Christopher & Chevalier, Judith & Zeckhauser, Richard J., 2011. "The "CAPS" Prediction System and Stock Market Returns," Working Paper Series rwp11-028, Harvard University, John F. Kennedy School of Government.
- Avery, Christopher & Chevalier, Judith & Zeckhauser, Richard, 2009. "The "CAPS" Prediction System and Stock Market Returns," Working Paper Series rwp09-011, Harvard University, John F. Kennedy School of Government.
- Avery, Christopher N. & Chevalier, Judith & Zeckhauser, Richard Jay, 2011. "The "CAPS" Prediction System and Stock Market Returns," Scholarly Articles 5098427, Harvard Kennedy School of Government.
- William Ginn, 2022. "Climate Disasters and the Macroeconomy: Does State-Dependence Matter? Evidence for the US," Economics of Disasters and Climate Change, Springer, vol. 6(1), pages 141-161, March.
- Rui Liu & Jiayou Liang & Haolong Chen & Yujia Hu, 2024. "Analyst Reports and Stock Performance: Evidence from the Chinese Market," Papers 2411.08726, arXiv.org.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2019-09-16 (Big Data)
- NEP-CMP-2019-09-16 (Computational Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:1909.03348. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.