Alejandro Lopez-Lira

University of Florida - Department of Finance, Insurance and Real Estate

P.O. Box 117168

Gainesville, FL 32611

United States

SCHOLARLY PAPERS

6

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4

Ideas:
“  Applying machine learning techniques to answer fundamental questions in finance.  ”

Scholarly Papers (6)

1.

Non-Standard Errors

Number of pages: 56 Posted: 23 Nov 2021
Albert J. Menkveld, Anna Dreber, Felix Holzmeister, Juergen Huber, Magnus Johannesson, Michael Kirchler, Michael Razen, Utz Weitzel, David Abad, Menachem (Meni) Abudy, Tobias Adrian, Yacine Ait-Sahalia, Olivier Akmansoy, Jamie Alcock, Vitali Alexeev, Arash Aloosh, Livia Amato, Diego Amaya, James Angel, Amadeus Bach, Edwin Baidoo, Gaetan Bakalli, Andrea Barbon, Oksana Bashchenko, Parampreet Christopher Bindra, Geir Hoidal Bjonnes, Jeff Black, Bernard S. Black, Santiago Bohorquez, Oleg Bondarenko, Charles S. Bos, Ciril Bosch-Rosa, Elie Bouri, Christian T. Brownlees, Anna Calamia, Viet Nga Cao, Gunther Capelle-Blancard, Laura Capera, Massimiliano Caporin, Allen Carrion, Tolga Caskurlu, Bidisha Chakrabarty, Mikhail Chernov, William M. Cheung, Ludwig B. Chincarini, Tarun Chordia, Sheung Chi Chow, Benjamin Clapham, Jean-Edouard Colliard, Carole Comerton-Forde, Edward Curran, Thong Dao, Wale Dare, Ryan J. Davies, Riccardo De Blasis, Gianluca De Nard, Fany Declerck, Oleg Deev, Hans Degryse, Solomon Deku, Christophe Desagre, Mathijs A. Van Dijk, Chukwuma Dim, Thomas Dimpfl, Yun Jiang Dong, Philip Drummond, Tom Dudda, Ariadna Dumitrescu, Teodor Dyakov, Anne Haubo Dyhrberg, Michał Dzieliński, Asli Eksi, Izidin El Kalak, Saskia ter Ellen, Nicolas Eugster, Martin D.D. Evans, Michael Farrell, Ester Félez-Viñas, Gerardo Ferrara, El Mehdi FERROUHI, Andrea Flori, Jonathan Fluharty-Jaidee, Sean Foley, Kingsley Y. L. Fong, Thierry Foucault, Tatiana Franus, Francesco A. Franzoni, Bart Frijns, Michael Frömmel, Servanna Fu, Sascha Füllbrunn, Baoqing Gan, Thomas Gehrig, Dirk Gerritsen, Javier Gil-Bazo, Lawrence R. Glosten, Thomas Gomez, Arseny Gorbenko, Ufuk Güçbilmez, Joachim Grammig, Vincent Gregoire, Björn Hagströmer, Julien Hambuckers, Erik Hapnes, Jeffrey H. Harris, Lawrence Harris, Simon Hartmann, Jean-Baptiste Hasse, Nikolaus Hautsch, Xuezhong He, Davidson Heath, Simon Hediger, Terrence Hendershott, Ann Marie Hibbert, Erik Hjalmarsson, Seth A. Hoelscher, Peter Hoffmann, Craig W. Holden, Alex R. Horenstein, Wenqian Huang, Da Huang, Christophe Hurlin, Alexey Ivashchenko, Subramanian R. Iyer, Hossein Jahanshahloo, Naji Jalkh, Charles M. Jones, Simon Jurkatis, Petri Jylha, Andreas Kaeck, Gabriel Kaiser, Arzé Karam, Egle Karmaziene, Bernhard Kassner, Markku Kaustia, Ekaterina Kazak, Fearghal Kearney, Vincent van Kervel, Saad Khan, Marta Khomyn, Tony Klein, Olga Klein, Alexander Klos, Michael Koetter, Jan Pieter Krahnen, Aleksey Kolokolov, Robert A. Korajczyk, Roman Kozhan, Amy Kwan, Quentin Lajaunie, FY Eric C Lam, Marie Lambert, Hugues Langlois, Jens Lausen, Tobias Lauter, Markus Leippold, Vladimir Levin, Yijie Li, (Michael) Hui Li, Chee Yoong Liew, Thomas Lindner, Oliver B. Linton, Jiacheng Liu, Anqi Liu, Guillermo Llorente, Matthijs Lof, Ariel Lohr, Francis A. Longstaff, Alejandro Lopez-Lira, Shawn Mankad, Nicola Mano, Alexis Marchal, Charles Martineau, Francesco Mazzola, Debrah Meloso, Roxana Mihet, Vijay Mohan, Sophie Moinas, David Moore, Liangyi Mu, Dmitriy Muravyev, Dermot Murphy, Gabor Neszveda, Christian Neumeier, Ulf Nielsson, Mahendrarajah Nimalendran, Sven Nolte, Lars L. Norden, Peter O'Neill, Khaled Obaid, Bernt Arne Ødegaard, Per Östberg, Marcus Painter, Stefan Palan, Imon Palit, Andreas Park, Roberto Pascual, Paolo Pasquariello, Lubos Pastor, Vinay Patel, Andrew J. Patton, Neil D. Pearson, Loriana Pelizzon, Loriana Pelizzon, Matthias Pelster, Christophe Pérignon, Cameron Pfiffer, Richard Philip, Tomáš Plíhal, Puneet Prakash, Oliver-Alexander Press, Tina Prodromou, Tālis J. Putniņš, Gaurav Raizada, David A. Rakowski, Angelo Ranaldo, Luca Regis, Stefan Reitz, Thomas Renault, Rex Wang Renjie, Roberto Renò, Steven Riddiough, Steven Riddiough, Kalle Rinne, Paul Rintamäki, Ryan Riordan, Thomas RITTMANNSBERGER, Iñaki Rodríguez-Longarela, Dominik Rösch, Lavinia Rognone, Brian Roseman, Ioanid Rosu, Saurabh Roy, Nicolas Rudolf, Stephen Rush, Khaladdin Rzayev, Aleksandra Rzeźnik, Anthony Sanford, Harikumar Sankaran, Asani Sarkar, Lucio Sarno, O. Scaillet, Stefan Scharnowski, Klaus Reiner Schenk-Hoppé, Andrea Schertler, Michael Schneider, Florian Schroeder, Norman Schürhoff, Philipp Schuster, Marco A. Schwarz, Mark S. Seasholes, Norman Seeger, Or Shachar, Andriy Shkilko, Jessica Shui, Mario Sikic, Giorgia Simion, Lee A. Smales, Paul Söderlind, Elvira Sojli, Konstantin Sokolov, Laima Spokeviciute, Denitsa Stefanova, Marti G. Subrahmanyam, Sebastian Neusüss, Barnabas Szaszi, Oleksandr Talavera, Yuehua Tang, Nicholas Taylor, Wing Wah Tham, Erik Theissen, Julian Thimme, Ian Tonks, Hai Tran, Luca Trapin, Anders B. Trolle, Maria Vaduva, Giorgio Valente, Robert A. Van Ness, Aurelio Vasquez, Thanos Verousis, Patrick Verwijmeren, Anders Vilhelmsson, Grigory Vilkov, Vladimir Vladimirov, Sebastian Vogel, Stefan Voigt, Wolf Wagner, Thomas Walther, Patrick Weiss, Patrick Weiss, Michel van der Wel, Ingrid M. Werner, P. Joakim Westerholm, Christian Westheide, Evert Wipplinger, Michael Wolf, Christian C. P. Wolff, Leonard Wolk, Wing Keung Wong, Jan Wrampelmeyer, Zhen-Xing Wu, Shuo Xia, Dacheng Xiu, Ke Xu, Caihong Xu, Pradeep K. Yadav, José Yagüe, Cheng Yan, Antti Yang, Woongsun Yoo, Wenjia Yu, Shihao Yu, Shihao Yu, Bart Z. Yueshen, Darya Yuferova, Marcin Zamojski, Abalfazl Zareei, Stefan Zeisberger, S. Sarah Zhang, Xiaoyu Zhang, Zhuo Zhong, Z. Ivy Zhou, Chen Zhou, Xingyu Sonya Zhu, Xingyu Sonya Zhu, Xingyu Sonya Zhu, Marius Zoican, Remco C. J. Zwinkels, Jian Chen, Teodor Duevski, Ge Gao, Roland Gemayel, Dudley Gilder, Paul Kuhle, Emiliano Pagnotta, Emiliano Pagnotta, Michele Pelli, Jantje Sönksen, Lu Zhang, Konrad Ilczuk, Dimitar Bogoev, Ya Qian, Hans C. Wika, Yihe Yu, Lu Zhao, Michael Mi and Li Bao
Vrije Universiteit Amsterdam, Stockholm School of Economics - Department of Economics, University of Innsbruck - Department of Economics, University of Innsbruck, Stockholm School of Economics - Department of Economics, University of Innsbruck, affiliation not provided to SSRN, VU University Amsterdam, Universidad de Alicante, Bar-Ilan University - Graduate School of Business Administration, International Monetary Fund (IMF), Princeton University - Department of Economics, CNRS, The University of Sydney Business School, University of Technology Sydney, Neoma Business School, HEC Paris, Wilfrid Laurier University, Georgetown University - Department of Finance, University of Mannheim, affiliation not provided to SSRN, Auburn University, University of St. Gallen, HEC Lausanne, University of Innsbruck, BI Norwegian Business School, University of Memphis, Northwestern University - Pritzker School of Law, Tilburg University - Tilburg University School of Economics and Management, University of Illinois at Chicago - Department of Finance, VU University Amsterdam, Technische Universität Berlin, Lebanese American University, Universitat Pompeu Fabra - Faculty of Economic and Business Sciences, University of Toulouse - Toulouse Business School, Monash Business School, Université Paris I Panthéon-Sorbonne - Centre d'Economie de la Sorbonne (CES), Vrije Universiteit Amsterdam, University of Padua - Department of Statistical Sciences, University of Memphis - Fogelman College of Business and Economics, University of Amsterdam Business School, Saint Louis University - Richard A. Chaifetz School of Business, UCLA Anderson, Waseda University, University of San Francisco School of Management, Emory University - Department of Finance, Australian National University (ANU), Goethe University Frankfurt Faculty of Economics and Business Administration, HEC Paris - Finance Department, University of Melbourne - Department of Finance, Macquarie University - Faculty of Business and Economics, University of Southampton - Business School, University of Liège - HEC Management School, Babson College - Finance Division, Lum University Giuseppe Degennaro, University of Zurich - Department of Banking and Finance, Toulouse School of Economics, Masaryk University, KU Leuven, Department Accounting, Finance and Insurance, Nottingham Trent University - Nottingham Business School, ICHEC Brussels Management School, Erasmus University - Rotterdam School of Management, Frankfurt School of Finance & Management, University of Hohenheim, Queen's University (Canada), Queen's School of Business, Students, Monash University, Technische Universität Dresden, ESADE Business School, EDHEC Business School, The University of Sydney - Discipline of Finance, Stockholm Business School, Stockholm University, Salisbury University - Perdue School of Business, Cardiff Business School, Norges Bank, University of Queensland - Business School, Georgetown University - Department of Economics, University of Virginia - Darden School of Business, University of Technology Sydney, Bank of England, Ibn Tofail University, Politecnico di Milano, West Virginia University, College of Business & Economics, Department of Finance, Macquarie University, University of New South Wales - School of Banking and Finance, HEC Paris - Finance Department, City, University of London - Bayes Business School, USI Lugano, Open University of the Netherlands - School of Management, Ghent University - Department of Financial Economics, University of Essex, Radboud University Nijmegen - Institute for Management Research, University of Technology Sydney, University of Vienna, Utrecht University - School of Economics, Universitat Pompeu Fabra, Columbia University, Utrecht University, Monash University - Department of Banking and Finance, University of Glasgow - Adam Smith Business School, Eberhard Karls Universität Tübingen, HEC Montreal - Department of Finance, Stockholm University - Stockholm Business School, HEC-ULg University of Liège, Aalto University, American University - Department of Finance and Real Estate, University of Southern California - Marshall School of Business - Finance and Business Economics Department, WU Wien, Aix-Marseille University - Aix-Marseille School of Economics, University of Vienna - Department of Statistics and Operations Research, University of Technology Sydney (UTS) - Finance Discipline Group, Business School, University of Utah - David Eccles School of Business, University of Zurich - Department of Banking and Finance, University of California, Berkeley - Haas School of Business, West Virginia University, University of Gothenburg - Centre for Finance, Missouri State University - College of Business, European Central Bank (ECB) - Directorate General Research, Indiana University - Kelley School of Business - Department of Finance, University of Miami - School of Business Administration - Department of Economics, Bank for International Settlements, University of Utah - David Eccles School of Business, University of Orleans, School of Business and Economics, VU Amsterdam, University of New Mexico, Cardiff University, Saint Joseph University, Columbia University, Bank of England, Aalto University, University of Sussex, affiliation not provided to SSRN, Durham University Business School, VU University Amsterdam, Ludwig-Maximilians-Universität München, Aalto University, University of Manchester, Queen's University Belfast - Queen's Management School, Pontifical Catholic University of Chile, Queen's University - Smith School of Business, University of Technology Sydney (UTS), Queen's University Belfast - Queen's Management School, University of Warwick - Warwick Business School, University of Kiel - Institute for Quantitative Business and Economics Research (QBER), Halle Institute for Economic Research, Faculty of Economics and Business Administration, University of Manchester - Manchester Business School, Northwestern University, University of Warwick - Warwick Business School, University of Sydney Business School, University of Orleans, Hong Kong Institute for Monetary and Financial Research, HEC Liège, Management School of the University of Liège, HEC Paris - Finance Department, Goethe University Frankfurt - Faculty of Economics and Business Administration, affiliation not provided to SSRN, University of Zurich - Department of Banking and Finance, Department of Finance, Aalto University - Department of Finance, La Trobe University, UCSI University, Malaysia, WU, University of Cambridge, Purdue University, The University of Sydney, Universidad Autonoma de Madrid, Aalto University, Arizona State University (ASU) - Finance Department, University of California, Los Angeles (UCLA) - Finance Area, University of Florida - Department of Finance, Insurance and Real Estate, Cornell University, Universita della Svizzera italiana (USI Lugano), EPFL, University of Toronto - Rotman School of Management and UTSC Management, Erasmus University Rotterdam (EUR) - Rotterdam School of Management (RSM), Toulouse Business School, New York University (NYU), Department of Economics, Students, RMIT University, Toulouse School of Economics, Loyola Marymount University, Queen's University Belfast, Michigan State University - Department of Finance, University of Illinois at Chicago, John von Neumann University, affiliation not provided to SSRN, Copenhagen Business School, University of Florida - Department of Finance, Insurance and Real Estate, Institute for Management Research, Radboud University Nijmegen, Stockholm University - Stockholm Business School, Financial Conduct Authority, California State University-East Bay, University of Stavanger, University of Zurich - Department of Banking and Finance, Saint Louis University - Department of Finance, University of Graz, RMIT University - Blockchain Innovation Hub, University of Toronto - Finance Area, Universidad de las Islas Baleares, University of Michigan, Stephen M. Ross School of Business, University of Chicago - Booth School of Business, University of Technology Sydney (UTS), Duke University - Department of Economics, University of Illinois at Urbana-Champaign - Department of Finance, Goethe University Frankfurt - Faculty of Economics and Business AdministrationLeibniz Institute for Financial Research SAFE, Paderborn University, HEC Paris - Finance Department, University of Oregon - Department of Finance, University of Sydney Business School, Masaryk University - Faculty of Economics and Administration, Missouri State University, Copenhagen Business School, The University of Wollongong, University of Technology Sydney (UTS), Indian Institute of Management, Ahmedabad, University of Texas at Arlington, University of St. Gallen, University of Turin, University of Kiel, Université Paris I Panthéon-Sorbonne - Centre d'Economie de la Sorbonne (CES), VU Amsterdam, University of Verona - Department of Economics, University of Toronto - Rotman School of ManagementUniversity of Toronto at Scarborough - Division of Management, Universite du Luxembourg - Department of Finance, Aalto University, Queen's University - Smith School of Business, affiliation not provided to SSRN, Stockholm University - Stockholm Business School, State University of New York at Buffalo - School of Management, Alliance Manchester Business School, University of Manchester, Oklahoma State University - Department of Finance, HEC Paris - Finance Department, affiliation not provided to SSRN, University of Lausanne, Bowling Green State University - Department of Finance, University of Edinburgh, York University, Schulich School of Business, University of Maryland, New Mexico State University, Federal Reserve Bank of New York, University of Cambridge - Judge Business School, University of Geneva GSEM and GFRI, University of Mannheim, University of Manchester - Department of Economics, Leuphana University of Lueneburg, Goethe University Frankfurt - House of Finance, affiliation not provided to SSRN, University of Lausanne, University of Stuttgart, Institute of Business Administration, Heinrich Heine University Dusseldorf - Duesseldorf Institute for Competition Economics (DICE), Arizona State University (ASU), VU University Amsterdam, Federal Reserve Bank of New York, Wilfrid Laurier University - Lazaridis School of Business and Economics, affiliation not provided to SSRN, University of Zurich, WU Vienna University of Economics and Business, University of Western Australia, University of St. Gallen, UNSW Australia Business School, School of Banking and Finance, University of Memphis - Fogelman College of Business and Economics, Cardiff University, Luxembourg School of Finance, New York University (NYU) - Department of Finance, Aalto University, Eötvös Loránd University, Swansea University - School of Management, University of Florida - Department of Finance, University of Bristol - School of Economics, Finance and Management, University of New South Wales (UNSW), University of Mannheim - Finance Area, Karlsruhe Institute of Technology, University of Bristol, Loyola Marymount University - Department of Finance, Catholic University of Milan, Copenhagen Business School, University Constantin Brancusi of Targu-Jiu, Hong Kong Institute for Monetary and Financial Research (HKIMR), University of Mississippi - Department of Finance, Instituto Tecnológico Autónomo de México (ITAM) - Department of Business Administration, Essex Business School, Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE), Lund University - Department of Economics, Frankfurt School of Finance & Management, University of Amsterdam Business School, Swiss Finance Institute, University of Copenhagen, Erasmus University Rotterdam (EUR), Utrecht University - School of Economics, Vienna Graduate School of Finance (VGSF)Vienna University of Economics and Business - Department of Finance, Accounting & Statistics, Erasmus University Rotterdam, The Ohio State University - Fisher College of Business, University of Sydney Business School, University of Vienna - Department of Finance, Vrije Universiteit Amsterdam, School of Business and Economics, University of Zurich - Department of Economics, University of Luxembourg - Luxembourg School of Finance, Department of Finance, School of Business and Economics, Auburn University, Vrije Universiteit Amsterdam, School of Business and Economics, Aalto University, Halle Institute for Economic Research, University of Chicago - Booth School of Business, University of Victoria, Stockholm University - Stockholm Business School, University of Oklahoma Price College of Business, University of Murcia, University of Essex - Essex Business School, Erasmus University Rotterdam, Central Michigan University, Aalto University, VU AmsterdamTinbergen Institute, INSEAD - Finance, Norwegian School of Economics (NHH) - Department of Finance, VU University Amsterdam - Department of Finance and Financial Sector Management, Stockholm University, Radboud University, Institute for Management Research, University of Manchester - Alliance Manchester Business School, Vrije Universiteit Amsterdam (VU Amsterdam), University of Melbourne - Department of Finance, University of Wollongong - School of Accounting, Economics & Finance, Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE), Bank for International Settlements (BIS)Stockholm School of EconomicsStockholm School of Economics - Swedish House of Finance, University of Toronto at Mississauga - Department of Management, Vrije Universiteit Amsterdam, Queen's University, HEC Paris, University of Birmingham, King's College London, Cardiff University, Universidad Autonoma de Madrid, Singapore Management UniversityImperial College Business School, University of Zurich - Department of Banking and Finance, University of Tübingen, University of Luxembourg, Aalto University, EDF Energy, United Kingdom, Aalto University, Norges Bank, University at Buffalo, SUNY, Southwestern University of Finance and Economics (SWUFE), The University of Sydney and University of Toulouse Capitole
Downloads 2,227 (8,926)

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non-standard errors, multi-analyst approach, liquidity

2.

Risk Factors That Matter: Textual Analysis of Risk Disclosures for the Cross-Section of Returns

Jacobs Levy Equity Management Center for Quantitative Financial Research Paper
Number of pages: 84 Posted: 20 Jan 2019 Last Revised: 24 Sep 2020
Alejandro Lopez-Lira
University of Florida - Department of Finance, Insurance and Real Estate
Downloads 2,044 (9,670)
Citation 14

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Cross-Section of Returns, Factor Models, Machine Learning, Big Data, LDA, Text Analysis, NLP

Man vs. Machine Learning: The Term Structure of Earnings Expectations and Conditional Biases

Jacobs Levy Equity Management Center for Quantitative Financial Research Paper
Number of pages: 94 Posted: 07 Jul 2020 Last Revised: 18 Nov 2021
Jules H. van Binsbergen, Xiao Han and Alejandro Lopez-Lira
University of Pennsylvania - The Wharton School, City, University of London - Bayes Business School and University of Florida - Department of Finance, Insurance and Real Estate
Downloads 1,772 (11,990)

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Earnings Forecasts, Machine Learning, Investment Strategies

Man vs. Machine Learning: The Term Structure of Earnings Expectations and Conditional Biases

Number of pages: 96 Posted: 21 Sep 2020 Last Revised: 18 Nov 2021
Jules H. van Binsbergen, Xiao Han and Alejandro Lopez-Lira
University of Pennsylvania - The Wharton School, City, University of London - Bayes Business School and University of Florida - Department of Finance, Insurance and Real Estate
Downloads 17 (694,011)
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4.

Demand-Driven Risk and the Cross-Section of Expected Returns

Number of pages: 34 Posted: 20 Jun 2019 Last Revised: 13 Nov 2019
Alejandro Lopez-Lira
University of Florida - Department of Finance, Insurance and Real Estate
Downloads 192 (200,547)

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5.

Why Do Managers Disclose Risks Accurately? Textual Analysis, Disclosures, and Risk Exposures

Economic Letters, Volume 204, July 2021, 109896
Number of pages: 10 Posted: 24 Mar 2021 Last Revised: 16 Aug 2021
Alejandro Lopez-Lira
University of Florida - Department of Finance, Insurance and Real Estate
Downloads 77 (391,150)

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optimal disclosure, textual analysis, machine learning, risk disclosure

6.

Textual Analysis of Short-seller Research Reports, Stock Prices, and Real Investment

Number of pages: 55 Posted: 18 Nov 2021
Jules H. van Binsbergen, Xiao Han and Alejandro Lopez-Lira
University of Pennsylvania - The Wharton School, City, University of London - Bayes Business School and University of Florida - Department of Finance, Insurance and Real Estate
Downloads 57 (464,784)

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Short-seller Research, Real Investment, Asset Pricing, Real Impact of Financial Markets