Econometrics Meets Sentiment: An Overview Of Methodology And Applications
Author
Abstract
Suggested Citation
DOI: 10.1111/joes.12370
Download full text from publisher
References listed on IDEAS
- Cindy K Soo, 2018. "Quantifying Sentiment with News Media across Local Housing Markets," The Review of Financial Studies, Society for Financial Studies, vol. 31(10), pages 3689-3719.
- Larsen, Vegard H. & Thorsrud, Leif Anders & Zhulanova, Julia, 2021.
"News-driven inflation expectations and information rigidities,"
Journal of Monetary Economics, Elsevier, vol. 117(C), pages 507-520.
- Vegard H. Larsen & Leif Anders Thorsrud & Julia Zhulanova, 2019. "News-driven inflation expectations and information rigidities," Working Paper 2019/5, Norges Bank.
- Vegard H. Larsen & Leif Anders Thorsrud & Julia Zhulanova, 2019. "News-driven inflation expectations and information rigidities," Working Papers No 03/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018.
"Double/debiased machine learning for treatment and structural parameters,"
Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2017. "Double/Debiased Machine Learning for Treatment and Structural Parameters," NBER Working Papers 23564, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers 28/17, Institute for Fiscal Studies.
- Sanjiv R. Das & Mike Y. Chen, 2007. "Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web," Management Science, INFORMS, vol. 53(9), pages 1375-1388, September.
- Picault, Matthieu & Renault, Thomas, 2017.
"Words are not all created equal: A new measure of ECB communication,"
Journal of International Money and Finance, Elsevier, vol. 79(C), pages 136-156.
- Matthieu Picault & Thomas Renault, 2017. "Words are not all created equal: A new measure of ECB communication," Post-Print hal-03205121, HAL.
- Matthieu Picault & Thomas Renault, 2017. "Words are not all created equal: A new measure of ECB communication," Post-Print hal-03535202, HAL.
- Matthieu Picault & Thomas Renault, 2017. "Words are not all created equal: A new measure of ECB communication," Post-Print hal-03676646, HAL.
- George‐Marios Angeletos & Fabrice Collard & Harris Dellas, 2018.
"Quantifying Confidence,"
Econometrica, Econometric Society, vol. 86(5), pages 1689-1726, September.
- George-Marios Angeletos & Fabrice Collard & Harris Dellas, 2014. "Quantifying Confidence," NBER Working Papers 20807, National Bureau of Economic Research, Inc.
- Dellas, Harris & Collard, Fabrice & Angeletos, George-Marios, 2015. "Quantifying Confidence," CEPR Discussion Papers 10463, C.E.P.R. Discussion Papers.
- Tim Loughran & Bill Mcdonald, 2014. "Measuring Readability in Financial Disclosures," Journal of Finance, American Finance Association, vol. 69(4), pages 1643-1671, August.
- Diamantis Petropoulos Petalas & Hein van Schie & Paul Hendriks Vettehen, 2017. "Forecasted economic change and the self-fulfilling prophecy in economic decision-making," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-18, March.
- Glasserman, Paul & Mamaysky, Harry, 2019. "Does Unusual News Forecast Market Stress?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(5), pages 1937-1974, October.
- Svetlana Borovkova & Evgeny Garmaev & Philip Lammers & Jordi Rustige, 2017. "SenSR: A sentiment-based systemic risk indicator," DNB Working Papers 553, Netherlands Central Bank, Research Department.
- Bajo, Emanuele & Raimondo, Carlo, 2017. "Media sentiment and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 139-153.
- Douglas W. Diamond & Philip H. Dybvig, 2000.
"Bank runs, deposit insurance, and liquidity,"
Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
- Diamond, Douglas W & Dybvig, Philip H, 1983. "Bank Runs, Deposit Insurance, and Liquidity," Journal of Political Economy, University of Chicago Press, vol. 91(3), pages 401-419, June.
- Peter R. Hansen & Asger Lunde & James M. Nason, 2011.
"The Model Confidence Set,"
Econometrica, Econometric Society, vol. 79(2), pages 453-497, March.
- Peter R. Hansen & Asger Lunde & James M. Nason, 2010. "The Model Confidence Set," CREATES Research Papers 2010-76, Department of Economics and Business Economics, Aarhus University.
- Malcolm Baker & Jeffrey Wurgler, 2007.
"Investor Sentiment in the Stock Market,"
Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
- Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," NBER Working Papers 13189, National Bureau of Economic Research, Inc.
- Calomiris, Charles W. & Mamaysky, Harry, 2019. "How news and its context drive risk and returns around the world," Journal of Financial Economics, Elsevier, vol. 133(2), pages 299-336.
- 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.
- Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020.
"Hedging Climate Change News,"
The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
- Ströbel, Johannes & Engle, Robert & Giglio, Stefano & Kelly, Bryan & Lee, Heebum, 2019. "Hedging Climate Change News," CEPR Discussion Papers 13730, C.E.P.R. Discussion Papers.
- Robert F. Engle III & Stefano Giglio & Bryan T. Kelly & Heebum Lee & Johannes Stroebel, 2019. "Hedging Climate Change News," NBER Working Papers 25734, National Bureau of Economic Research, Inc.
- Robert Engle & Stefano Giglio & Heebum Lee & Bryan Kelly & Johannes Stroebel, 2019. "Hedging climate change news," CESifo Working Paper Series 7655, CESifo.
- David Bholat & Stephen Hans & Pedro Santos & Cheryl Schonhardt-Bailey, 2015. "Text mining for central banks," Handbooks, Centre for Central Banking Studies, Bank of England, number 33, April.
- Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021.
"Financial stability and the Fed: Evidence from congressional hearings,"
Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial stability and the Fed: evidence from congressional hearings," CESifo Working Paper Series 7657, CESifo.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial Stability and the Fed: Evidence from Congressional Hearings," Research Papers in Economics 2019-08, University of Trier, Department of Economics.
- Wischnewsky, Arina & Jansen, David-Jan & Neuenkirch, Matthias, 2020. "Financial Stability and the Fed: Evidence from Congressional Hearings," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224527, Verein für Socialpolitik / German Economic Association.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial Stability and the Fed: Evidence fromCongressional Hearings," Working Paper Series 2019-05, University of Trier, Research Group Quantitative Finance and Risk Analysis.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016.
"Measuring Economic Policy Uncertainty,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," Economics Working Papers 15111, Hoover Institution, Stanford University.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," NBER Working Papers 21633, National Bureau of Economic Research, Inc.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," CEP Discussion Papers dp1379, Centre for Economic Performance, LSE.
- Baker, Scott R. & Bloom, Nicholas & Davis, Steven J., 2015. "Measuring economic policy uncertainty," LSE Research Online Documents on Economics 64986, London School of Economics and Political Science, LSE Library.
- Davis, Steven & Bloom, Nicholas & Baker, Scott, 2015. "Measuring Economic Policy Uncertainty," CEPR Discussion Papers 10900, C.E.P.R. Discussion Papers.
- Jegadeesh, Narasimhan & Wu, Di, 2013. "Word power: A new approach for content analysis," Journal of Financial Economics, Elsevier, vol. 110(3), pages 712-729.
- Margaret E. Roberts & Brandon M. Stewart & Edoardo M. Airoldi, 2016. "A Model of Text for Experimentation in the Social Sciences," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(515), pages 988-1003, July.
- Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
- Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
- Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021.
"Financial stability and the Fed: Evidence from congressional hearings,"
Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial stability and the Fed: evidence from congressional hearings," CESifo Working Paper Series 7657, CESifo.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial Stability and the Fed: Evidence from Congressional Hearings," DNB Working Papers 633, Netherlands Central Bank, Research Department.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial Stability and the Fed: Evidence from Congressional Hearings," Research Papers in Economics 2019-08, University of Trier, Department of Economics.
- Arina Wischnewsky & David-Jan Jansen & Matthias Neuenkirch, 2019. "Financial Stability and the Fed: Evidence fromCongressional Hearings," Working Paper Series 2019-05, University of Trier, Research Group Quantitative Finance and Risk Analysis.
- Wischnewsky, Arina & Jansen, David-Jan & Neuenkirch, Matthias, 2020. "Financial Stability and the Fed: Evidence from Congressional Hearings," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224527, Verein für Socialpolitik / German Economic Association.
- Feinerer, Ingo & Hornik, Kurt & Meyer, David, 2008. "Text Mining Infrastructure in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 25(i05).
- Boudt, Kris & Thewissen, James & Torsin, Wouter, 2018.
"When does the tone of earnings press releases matter?,"
International Review of Financial Analysis, Elsevier, vol. 57(C), pages 231-245.
- Thewissen, James & Torsin, Wouter & Boudt, Kris, 2018. "When does the tone of earnings press releases matter?," LIDAM Reprints LFIN 2018001, Université catholique de Louvain, Louvain Finance (LFIN).
- Jess Benhabib & Mark M Spiegel, 2019.
"Sentiments and Economic Activity: Evidence from US States,"
The Economic Journal, Royal Economic Society, vol. 129(618), pages 715-733.
- Jess Benhabib & Mark M. Spiegel, 2016. "Sentiments and Economic Activity: Evidence from U.S. States," Working Paper Series 2016-19, Federal Reserve Bank of San Francisco.
- Jess Benhabib & Mark M. Spiegel, 2017. "Sentiments and Economic Activity: Evidence from U.S. States," NBER Working Papers 23899, National Bureau of Economic Research, Inc.
- Kristian D. Allee & Matthew D. Deangelis, 2015. "The Structure of Voluntary Disclosure Narratives: Evidence from Tone Dispersion," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 241-274, May.
- Gregory P. Casey & Ann L. Owen, 2013. "Good News, Bad News, and Consumer Confidence," Social Science Quarterly, Southwestern Social Science Association, vol. 94(1), pages 292-315, March.
- Adam Nowak & Patrick Smith, 2017. "Textual Analysis in Real Estate," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 896-918, June.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey, 2017. "Double/Debiased/Neyman Machine Learning of Treatment Effects," American Economic Review, American Economic Association, vol. 107(5), pages 261-265, May.
- Matthew Gentzkow & Jesse M. Shapiro, 2010.
"What Drives Media Slant? Evidence From U.S. Daily Newspapers,"
Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
- Matthew Gentzkow & Jesse M. Shapiro, 2006. "What Drives Media Slant? Evidence from U.S. Daily Newspapers," NBER Working Papers 12707, National Bureau of Economic Research, Inc.
- Kris Boudt & James Thewissen, 2019. "Jockeying for Position in CEO Letters: Impression Management and Sentiment Analytics," Financial Management, Financial Management Association International, vol. 48(1), pages 77-115, March.
- Vegard H ghaug Larsen & Leif Anders Thorsrud, 2018.
"Business cycle narratives,"
Working Papers
No 6/2018, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Vegard H. Larsen & Leif Anders Thorsrud, 2019. "Business Cycle Narratives," CESifo Working Paper Series 7468, CESifo.
- Vegard H. Larsen & Leif Anders Thorsrud, 2018. "Business cycle narratives," Working Paper 2018/3, Norges Bank.
- Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
- Matthew Gentzkow & Jesse M. Shapiro & Matt Taddy, 2019.
"Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech,"
Econometrica, Econometric Society, vol. 87(4), pages 1307-1340, July.
- Matthew Gentzkow & Jesse M. Shapiro & Matt Taddy, 2016. "Measuring Group Differences in High-Dimensional Choices: Method and Application to Congressional Speech," NBER Working Papers 22423, National Bureau of Economic Research, Inc.
- Duo Qin, 2011. "Rise Of Var Modelling Approach," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 156-174, February.
- William J. Mayew & Mohan Venkatachalam, 2012. "The Power of Voice: Managerial Affective States and Future Firm Performance," Journal of Finance, American Finance Association, vol. 67(1), pages 1-44, February.
- Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
- Craig Lewis & Steven Young, 2019. "Fad or future? Automated analysis of financial text and its implications for corporate reporting," Accounting and Business Research, Taylor & Francis Journals, vol. 49(5), pages 587-615, July.
- Ardia, David & Bluteau, Keven & Boudt, Kris, 2019. "Questioning the news about economic growth: Sparse forecasting using thousands of news-based sentiment values," International Journal of Forecasting, Elsevier, vol. 35(4), pages 1370-1386.
- Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
- Lesley Chiou & Catherine Tucker, 2017.
"Content aggregation by platforms: The case of the news media,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 782-805, December.
- Lesley Chiou & Catherine Tucker, 2015. "Content Aggregation by Platforms: The Case of the News Media," NBER Working Papers 21404, National Bureau of Economic Research, Inc.
- Denny, Matthew J. & Spirling, Arthur, 2018. "Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It," Political Analysis, Cambridge University Press, vol. 26(2), pages 168-189, April.
- Nimark, Kristoffer P. & Pitschner, Stefan, 2019. "News media and delegated information choice," Journal of Economic Theory, Elsevier, vol. 181(C), pages 160-196.
- Arslan-Ayaydin, Özgür & Boudt, Kris & Thewissen, James, 2016.
"Managers set the tone: Equity incentives and the tone of earnings press releases,"
Journal of Banking & Finance, Elsevier, vol. 72(S), pages 132-147.
- Thewissen, James, 2016. "Managers set the tone: Equity incentives and the tone of earnings press releases," LIDAM Reprints LFIN 2016003, Université catholique de Louvain, Louvain Finance (LFIN).
- Friedman, Jerome H. & Hastie, Trevor & Tibshirani, Rob, 2010. "Regularization Paths for Generalized Linear Models via Coordinate Descent," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i01).
- Massimiliano Caporin & Francesco Poli, 2017. "Building News Measures from Textual Data and an Application to Volatility Forecasting," Econometrics, MDPI, vol. 5(3), pages 1-46, August.
- E. Andreou & P. Gagliardini & E. Ghysels & M. Rubin, 2019. "Inference in Group Factor Models With an Application to Mixed‐Frequency Data," Econometrica, Econometric Society, vol. 87(4), pages 1267-1305, July.
- Kearney, Colm & Liu, Sha, 2014.
"Textual sentiment in finance: A survey of methods and models,"
International Review of Financial Analysis, Elsevier, vol. 33(C), pages 171-185.
- Colm Kearney & Sha Liu, 2014. "Textual sentiment in finance: A survey of methods and models," Open Access publications 10197/8213, Research Repository, University College Dublin.
- Matthieu Picault & Thomas Renault, 2017. "Words are not all created equal: A new measure of ECB communication," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03205121, HAL.
- Chang, Chuang-Chang & Hsieh, Pei-Fang & Wang, Yaw-Huei, 2015. "Sophistication, Sentiment, and Misreaction," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 903-928, August.
- Sarah Gelper & Christophe Croux, 2010. "On the Construction of the European Economic Sentiment Indicator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 47-62, February.
- Robert B. Barsky & Eric R. Sims, 2012.
"Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence,"
American Economic Review, American Economic Association, vol. 102(4), pages 1343-1377, June.
- Robert B. Barsky & Eric R. Sims, 2009. "Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence," NBER Working Papers 15049, National Bureau of Economic Research, Inc.
- Manela, Asaf & Moreira, Alan, 2017. "News implied volatility and disaster concerns," Journal of Financial Economics, Elsevier, vol. 123(1), pages 137-162.
- Vasilev, Aleksandar & Maksumov, Rashid, 2010. "Critical analysis of Chapter 23 of Keynes’s Notes on Mercantilism in The General Theory of Employment, Interest and Money (1936)," EconStor Research Reports 155318, ZBW - Leibniz Information Centre for Economics.
- Marcel Garz, 2014. "Good news and bad news: evidence of media bias in unemployment reports," Public Choice, Springer, vol. 161(3), pages 499-515, December.
- Larsen, Vegard H. & Thorsrud, Leif A., 2019. "The value of news for economic developments," Journal of Econometrics, Elsevier, vol. 210(1), pages 203-218.
- Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
- Roman Kräussl & Elizaveta Mirgorodskaya, 2017. "Media, sentiment and market performance in the long run," The European Journal of Finance, Taylor & Francis Journals, vol. 23(11), pages 1059-1082, September.
- 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.
- repec:bla:jfinan:v:59:y:2004:i:3:p:1259-1294 is not listed on IDEAS
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2016. "Double/Debiased Machine Learning for Treatment and Causal Parameters," Papers 1608.00060, arXiv.org, revised Nov 2024.
- Hui Zou & Trevor Hastie, 2005. "Addendum: Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(5), pages 768-768, November.
- 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.
- Hui Zou & Trevor Hastie, 2005. "Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(2), pages 301-320, April.
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.- Simionescu, Mihaela, 2022. "Econometrics of sentiments- sentometrics and machine learning: The improvement of inflation predictions in Romania using sentiment analysis," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
- Matthew Gentzkow & Bryan T. Kelly & Matt Taddy, 2017. "Text as Data," NBER Working Papers 23276, National Bureau of Economic Research, Inc.
- Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
- Ardia, David & Bluteau, Keven & Boudt, Kris, 2022.
"Media abnormal tone, earnings announcements, and the stock market,"
Journal of Financial Markets, Elsevier, vol. 61(C).
- David Ardia & Keven Bluteau & Kris Boudt, 2021. "Media abnormal tone, earnings announcements, and the stock market," Papers 2110.10800, arXiv.org.
- Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
- Renault, Thomas, 2017.
"Intraday online investor sentiment and return patterns in the U.S. stock market,"
Journal of Banking & Finance, Elsevier, vol. 84(C), pages 25-40.
- Thomas Renault, 2017. "Intraday online investor sentiment and return patterns in the U.S. stock market," Post-Print hal-03205113, HAL.
- Eleni Kalamara & Arthur Turrell & Chris Redl & George Kapetanios & Sujit Kapadia, 2022.
"Making text count: Economic forecasting using newspaper text,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(5), pages 896-919, August.
- Kalamara, Eleni & Turrell, Arthur & Redl, Chris & Kapetanios, George & Kapadia, Sujit, 2020. "Making text count: economic forecasting using newspaper text," Bank of England working papers 865, Bank of England.
- Nyman, Rickard & Kapadia, Sujit & Tuckett, David, 2021.
"News and narratives in financial systems: Exploiting big data for systemic risk assessment,"
Journal of Economic Dynamics and Control, Elsevier, vol. 127(C).
- Nyman, Rickard & Kapadia, Sujit & Tuckett, David & Gregory, David & Ormerod, Paul & Smith, Robert, 2018. "News and narratives in financial systems: exploiting big data for systemic risk assessment," Bank of England working papers 704, Bank of England.
- Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
- Jean-Charles Bricongne & Baptiste Meunier & Raquel Caldeira, 2024. "Should Central Banks Care About Text Mining? A Literature Review," Working papers 950, Banque de France.
- Tom Marty & Bruce Vanstone & Tobias Hahn, 2020. "News media analytics in finance: a survey," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1385-1434, June.
- Ardia, David & Bluteau, Keven & Boudt, Kris, 2019. "Questioning the news about economic growth: Sparse forecasting using thousands of news-based sentiment values," International Journal of Forecasting, Elsevier, vol. 35(4), pages 1370-1386.
- Ahmad, Khurshid & Han, JingGuang & Hutson, Elaine & Kearney, Colm & Liu, Sha, 2016.
"Media-expressed negative tone and firm-level stock returns,"
Journal of Corporate Finance, Elsevier, vol. 37(C), pages 152-172.
- Khurshid Ahmad & JingGuang Han & Elaine Hutson & Colm Kearney & Sha Liu, 2016. "Media-expressed negative tone and firm-level stock returns," Open Access publications 10197/8208, Research Repository, University College Dublin.
- Yuting Chen & Don Bredin & Valerio Potì & Roman Matkovskyy, 2022.
"COVID risk narratives: a computational linguistic approach to the econometric identification of narrative risk during a pandemic,"
Digital Finance, Springer, vol. 4(1), pages 17-61, March.
- Yuting Chen & Don Bredin & Valerio Potì & Roman Matkovskyy, 2022. "COVID risk narratives: a computational linguistic approach to the econometric identification of narrative risk during a pandemic," Post-Print hal-04021587, HAL.
- García, Diego & Hu, Xiaowen & Rohrer, Maximilian, 2023. "The colour of finance words," Journal of Financial Economics, Elsevier, vol. 147(3), pages 525-549.
- Bai, Xiwen & Lam, Jasmine Siu Lee & Jakher, Astha, 2021. "Shipping sentiment and the dry bulk shipping freight market: New evidence from newspaper coverage," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
- Bennett, Donyetta & Mekelburg, Erik & Strauss, Jack & Williams, T.H., 2024. "Unlocking the black box of sentiment and cryptocurrency: What, which, why, when and how?," Global Finance Journal, Elsevier, vol. 60(C).
- Jon Ellingsen & Vegard H. Larsen & Leif Anders Thorsrud, 2020.
"News media vs. FRED-MD for macroeconomic forecasting,"
Working Papers
No 08/2020, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Jon Ellingsen & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "News media vs. FRED-MD for macroeconomic forecasting," Working Paper 2020/14, Norges Bank.
- Jon Ellingsen & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "News Media vs. FRED-MD for Macroeconomic Forecasting," CESifo Working Paper Series 8639, CESifo.
- Stolbov, Mikhail & Shchepeleva, Maria & Karminsky, Alexander, 2022. "When central bank research meets Google search: A sentiment index of global financial stress," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
- Vegard H ghaug Larsen & Leif Anders Thorsrud, 2018.
"Business cycle narratives,"
Working Papers
No 6/2018, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Vegard H. Larsen & Leif Anders Thorsrud, 2019. "Business Cycle Narratives," CESifo Working Paper Series 7468, CESifo.
- Vegard H. Larsen & Leif Anders Thorsrud, 2018. "Business cycle narratives," Working Paper 2018/3, Norges Bank.
Corrections
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:bla:jecsur:v:34:y:2020:i:3:p:512-547. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0950-0804 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.