Search Results
JEL Code: C58

423,998 Total downloads

Viewing: 1 - 50 of 1,966 papers

1.

Empirical Asset Pricing via Machine Learning

Chicago Booth Research Paper No. 18-04, 31st Australasian Finance and Banking Conference 2018, Yale ICF Working Paper No. 2018-09
Number of pages: 79 Posted: 09 Apr 2018 Last Revised: 15 Sep 2019
Working Paper Series
University of Chicago - Booth School of Business, Yale SOM and University of Chicago - Booth School of Business

Multiple version iconThere are 2 versions of this paper

Downloads 14,206
2.

Deep Learning for Finance: Deep Portfolios

Applied Stochastic Models in Business and Industry 33 (1), 3-12.
Number of pages: 15 Posted: 14 Sep 2016 Last Revised: 29 Apr 2019
Accepted Paper Series
One Hat Research LLC, University of Chicago - Booth School of Business and University College London - Department of Mathematics
Downloads 9,529
3.

Bitcoin Spreads Like a Virus

Number of pages: 19 Posted: 23 Apr 2019 Last Revised: 19 Jan 2021
Working Paper Series
Cane Island Alternative Advisors
Downloads 8,446
4.

A Backtesting Protocol in the Era of Machine Learning

Number of pages: 18 Posted: 13 Nov 2018 Last Revised: 24 Nov 2018
Working Paper Series
Research Affiliates, LLC, Duke University - Fuqua School of Business and University of California at San Diego
Downloads 7,470
5.

The Price Impact of Order Book Events

JOURNAL OF FINANCIAL ECONOMETRICS (Winter 2014) 12 (1): 47-88.
Number of pages: 32 Posted: 28 Nov 2010 Last Revised: 17 Sep 2015
Accepted Paper Series
University of Oxford, Tower Research Capital, LLC and Cornell Financial Engineering Manhattan
Downloads 5,616
6.

Deep Hedging: Hedging Derivatives Under Generic Market Frictions Using Reinforcement Learning

Swiss Finance Institute Research Paper No. 19-80
Number of pages: 14 Posted: 30 May 2019 Last Revised: 02 Jan 2020
Working Paper Series
JP Morgan, Ludwig-Maximilians-Universität München, ETH Zurich, JP Morgan Chase, JP Morgan and JP Morgan
Downloads 5,409
7.

Markov-Switching GARCH Models in R: The MSGARCH Package

Journal of Statistical Software, Vol. 91, Issue 4, 2019
Number of pages: 38 Posted: 02 Oct 2016 Last Revised: 20 Nov 2019
Accepted Paper Series
HEC Montreal - Department of Decision Sciencesaffiliation not provided to SSRN, Université de Sherbrooke - Faculty of Administration, Ghent University, Aarhus University - School of Business and Social Sciences and Laval University, Faculté d'Administration, Département de Finance et Assurance, Students
Downloads 5,269
8.

CDS Rate Construction Methods by Machine Learning Techniques

Number of pages: 51 Posted: 15 May 2017 Last Revised: 31 Oct 2018
Working Paper Series
University of Reims Champagne-Ardenne and Birkbeck, University of London
Downloads 5,252
9.

Machine Learning for Stock Selection

Financial Analysts Journal, vol. 75, no. 3 (Third Quarter 2019)
Number of pages: 35 Posted: 04 Mar 2019 Last Revised: 09 Aug 2019
Accepted Paper Series
Gresham Investment Management, LLC and Arwen Advisors
Downloads 5,005
10.

Short Interest and Aggregate Stock Returns

Journal of Financial Economics (JFE), Forthcoming
Number of pages: 51 Posted: 02 Aug 2014 Last Revised: 20 Feb 2016
Working Paper Series
Washington University in St. LouisSaint Louis University, University of Utah - Department of Finance and Washington University in St. Louis - John M. Olin Business School
Downloads 4,997
11.

Universal Features of Price Formation in Financial Markets: Perspectives From Deep Learning

Number of pages: 20 Posted: 16 Mar 2018 Last Revised: 29 Mar 2018
Working Paper Series
Imperial College London - Department of Mathematics and University of Oxford
Downloads 4,343
12.

Managing Risk Exposures Using the Risk Budgeting Approach

Number of pages: 33 Posted: 23 Feb 2012 Last Revised: 10 Apr 2012
Working Paper Series
Lyxor Asset Management and Amundi Asset Management
Downloads 4,241
13.

Risk Parity Portfolios with Risk Factors

Number of pages: 32 Posted: 03 Oct 2012 Last Revised: 06 Oct 2012
Working Paper Series
Amundi Asset Management and affiliation not provided to SSRN
Downloads 3,582
14.

Risk Everywhere: Modeling and Managing Volatility

Number of pages: 54 Posted: 28 Jan 2016 Last Revised: 22 Mar 2017
Working Paper Series
Duke University - Finance, Parametric Portfolio Associates, LLC, AQR Capital Management, LLC and AQR Capital Management, LLC

Multiple version iconThere are 2 versions of this paper

Downloads 3,203
15.

Forecasting Stock Returns in Good and Bad Times: The Role of Market States

27th Australasian Finance and Banking Conference 2014 Paper, Asian Finance Association (AsianFA) 2016 Conference
Number of pages: 41 Posted: 14 Dec 2012 Last Revised: 01 Aug 2017
Working Paper Series
Singapore Management University - Lee Kong Chian School of Business, Central University of Finance and Economics (CUFE), Singapore Management University - Lee Kong Chian School of Business and Washington University in St. Louis - John M. Olin Business School
Downloads 3,067
16.

Presidential Address: The Scientific Outlook in Financial Economics

Duke I&E Research Paper No. 2017-05
Number of pages: 38 Posted: 10 Jan 2017 Last Revised: 22 Dec 2017
Working Paper Series
Duke University - Fuqua School of Business
Downloads 2,999
17.

Enhanced Portfolio Optimization

Lasse Heje Pedersen, Abhilash Babu, and Ari Levine (2021), Enhanced Portfolio Optimization, Financial Analysts Journal, 77:2, 124-151, DOI: 10.1080/0015198X.2020.1854543
Number of pages: 49 Posted: 02 Mar 2020 Last Revised: 30 Apr 2021
Accepted Paper Series
AQR Capital Management, LLC, AQR Capital Management, LLC and AQR Capital Management
Downloads 2,712
18.

A Proof of the Optimality of Volatility Weighting Over Time

Number of pages: 23 Posted: 20 Feb 2012 Last Revised: 15 Aug 2014
Working Paper Series
Robeco Asset Management, Quantitative Investment Research
Downloads 2,370
19.

Principal Portfolios

Swiss Finance Institute Research Paper No. 20-67, NYU Stern School of Business
Number of pages: 98 Posted: 06 Aug 2020 Last Revised: 26 May 2021
Working Paper Series
Yale SOM, Ecole Polytechnique Federale de Lausanne and AQR Capital Management, LLC

Multiple version iconThere are 2 versions of this paper

Downloads 2,310
20.

VPIN and the Flash Crash

Journal of Financial Markets, Vol. 17, pp. 1-46, 2014
Number of pages: 44 Posted: 09 Jul 2011 Last Revised: 18 Feb 2014
Accepted Paper Series
Northwestern University - Kellogg School of Management and University of Illinois at Chicago - Department of Finance
Downloads 2,299
21.

Enhancing Risk Parity by Including Views

Journal of Investing, 2017
Number of pages: 34 Posted: 12 Aug 2014 Last Revised: 20 Sep 2016
Accepted Paper Series
Robeco Investment Research, Robeco Asset Management, Quantitative Investment Research, Robeco Asset Management and Robeco Asset Management
Downloads 2,054
22.

Investment Strategies with VIX and VSTOXX Futures

Number of pages: 44 Posted: 08 Nov 2013 Last Revised: 02 Dec 2013
Working Paper Series
University of Kent - Kent Business School and University of Sussex
Downloads 1,914
23.

Does it Pay to Be Green?

Number of pages: 16 Posted: 27 Feb 2017
Working Paper Series
Université Paris I Panthéon-Sorbonne - Centre d'Economie de la Sorbonne (CES) and Université Paris I Panthéon-SorbonneClimate Finance Alpha
Downloads 1,908
24.

Volatility Weighting Applied to Momentum Strategies

Journal of Alternative Investments, Forthcoming, https://doi.org/10.3905/jai.2017.19.3.040
Number of pages: 37 Posted: 29 Apr 2015 Last Revised: 22 May 2019
Accepted Paper Series
Independent and Robeco Asset Management, Quantitative Investment Research
Downloads 1,897
25.

Forest Through the Trees: Building Cross-Sections of Stock Returns

Number of pages: 59 Posted: 19 Dec 2019 Last Revised: 20 Sep 2021
Working Paper Series
London Business School - Department of Finance, Stanford University - Department of Management Science & Engineering and Stanford University - Management Science & Engineering
Downloads 1,892
26.

Expected Stock Returns and Firm Characteristics: E-LASSO, Assessment, and Implications

Number of pages: 68 Posted: 13 Jun 2018 Last Revised: 11 Sep 2021
Working Paper Series
University of North Carolina (UNC) at Charlotte - Finance, University of South Carolina - Darla Moore School of Business, Washington University in St. LouisSaint Louis University and Washington University in St. Louis - John M. Olin Business School
Downloads 1,859
27.

Stocks for the Long Run? Evidence from a Broad Sample of Developed Markets

Proceedings of Paris December 2020 Finance Meeting EUROFIDAI - ESSEC, Journal of Financial Economics (JFE), Forthcoming
Number of pages: 81 Posted: 03 Jun 2020 Last Revised: 19 Jan 2021
Accepted Paper Series
University of Arizona, Eller College of Management, Department of Finance, Students, University of Arizona - Department of Finance and University of Missouri at Columbia - Department of Finance
Downloads 1,824
28.

Statistical Modeling of Credit Default Swap Portfolios

Number of pages: 43 Posted: 14 Apr 2011 Last Revised: 25 Apr 2011
Working Paper Series
University of Oxford and Bloomberg Tradebook
Downloads 1,777
29.

Understanding Cryptocurrencies

Number of pages: 39 Posted: 29 Apr 2019 Last Revised: 22 Sep 2020
Working Paper Series
Blockchain Research Center, Duke University - Fuqua School of Business and International Research Training Group 1792
Downloads 1,760
30.

Forecasting the Equity Risk Premium: The Role of Technical Indicators

Federal Reserve Bank of St. Louis Working Paper No. 2010-008H
Number of pages: 48 Posted: 11 Mar 2010 Last Revised: 03 Feb 2014
Working Paper Series
Federal Reserve Bank of St. Louis - Research Division, Washington University in St. LouisSaint Louis University, Singapore Management University - Lee Kong Chian School of Business and Washington University in St. Louis - John M. Olin Business School
Downloads 1,750
31.

Drawdowns

Number of pages: 19 Posted: 24 Apr 2020 Last Revised: 05 May 2020
Working Paper Series
Man AHL, University of Cambridge - Downing College, Duke University - Fuqua School of Business, Man Group plc, Man AHL and Man Group plc
Downloads 1,740
32.

The Misuse of Tobin's Q

UC Berkeley Public Law Research Paper
Number of pages: 50 Posted: 15 Feb 2018 Last Revised: 28 Jun 2018
Working Paper Series
University of California, Berkeley - School of Law and University of California, Berkeley - School of Law
Downloads 1,736
33.

Stock Picking with Machine Learning

Number of pages: 42 Posted: 23 Jun 2020 Last Revised: 19 May 2021
Working Paper Series
Deka Investment GmbHDarmstadt University of Technology and Deka Investment GmbH
Downloads 1,718
34.

Bayesian Solutions for the Factor Zoo: We Just Ran Two Quadrillion Models

Number of pages: 84 Posted: 04 Dec 2019 Last Revised: 22 Sep 2021
Working Paper Series
London Business School - Department of Finance, London School of Economics & Political Science (LSE) - Department of Finance and London School of Economics & Political Science (LSE) - Department of Finance
Downloads 1,693
35.

Using and Interpreting Fixed Effects Models

Number of pages: 40 Posted: 16 Oct 2020 Last Revised: 30 Mar 2021
Working Paper Series
University of Washington - Michael G. Foster School of Business
Downloads 1,656
36.

Forecasting Risk with Markov-Switching GARCH Models: A Large-Scale Performance Study

International Journal of Forecasting, Vol 34, Issue 4, pp. 733-747, 2018
Number of pages: 15 Posted: 16 Feb 2017 Last Revised: 06 Jun 2021
Accepted Paper Series
HEC Montreal - Department of Decision Sciencesaffiliation not provided to SSRN, Université de Sherbrooke - Faculty of Administration, Ghent University and Aarhus University - School of Business and Social Sciences
Downloads 1,647
37.

Are Cryptocurrencies Real Financial Bubbles? Evidence from Quantitative Analyses

A version of this paper was published in Risk, 26 January 2018
Number of pages: 14 Posted: 27 Dec 2017 Last Revised: 10 Sep 2018
Accepted Paper Series
Intesa Sanpaolo - Financial and Market Risk Management, Intesa Sanpaolo-Financial and Market Risk Management and Intesa Sanpaolo - Financial and Market Risk Management
Downloads 1,619
38.

Measuring Investor Sentiment

Annual Review of Financial Economics, Forthcoming
Number of pages: 37 Posted: 11 Oct 2017 Last Revised: 17 Dec 2017
Accepted Paper Series
Washington University in St. Louis - John M. Olin Business School

Multiple version iconThere are 2 versions of this paper

Downloads 1,509
39.

The Economics of Bitcoins -- Market Characteristics and Price Jumps

CESifo Working Paper Series No. 5121
Number of pages: 12 Posted: 14 Jan 2015
Working Paper Series
University of Aberdeen
Downloads 1,437
40.

Machine Learning and the Stock Market

Proceedings of Paris December 2020 Finance Meeting EUROFIDAI - ESSEC
Number of pages: 68 Posted: 27 Aug 2018 Last Revised: 16 Jun 2021
Working Paper Series
University of Utah - David Eccles School of Business and Stockholm University
Downloads 1,407
41.

The Scientific Outlook in Financial Economics: Transcript of the Presidential Address and Presentation Slides

Duke I&E Research Paper No. 2017-06
Number of pages: 16 Posted: 10 Jan 2017
Working Paper Series
Duke University - Fuqua School of Business
Downloads 1,404
42.

Trading Volume in Cryptocurrency Markets

Number of pages: 52 Posted: 13 Sep 2018 Last Revised: 03 Apr 2021
Working Paper Series
School of Economics and Finance, Queen Mary University of London and University of Warwick - Warwick Business SchoolWarwick Business School
Downloads 1,394
43.

The Contributions of Betas versus Characteristics to the ESG Premium

CEIS Working Paper No. 413
Number of pages: 34 Posted: 20 Dec 2019 Last Revised: 03 Aug 2020
Working Paper Series
Tor Vergata University of Rome - Department of Economics and Finance, University of Gronigen - Faculty of Economics and Business and University of Groningen - Faculty of Economics and Business
Downloads 1,366
44.

Dissecting Characteristics Nonparametrically

Number of pages: 105 Posted: 11 Aug 2016 Last Revised: 05 Aug 2018
Working Paper Series
University of Wisconsin - MadisonUniversity of Bonn, Washington University in St. Louis - John M. Olin Business School and University of Chicago - Finance

Multiple version iconThere are 6 versions of this paper

Downloads 1,290
45.

Bitcoin Market Microstructure

Number of pages: 25 Posted: 11 Apr 2017
Working Paper Series
University of Hohenheim
Downloads 1,277
46.

Measuring Firm Size in Empirical Corporate Finance

Journal of Banking and Finance, Forthcoming
Number of pages: 59 Posted: 27 Oct 2013 Last Revised: 28 Aug 2018
Accepted Paper Series
Founder Securities, University of Western Ontario - Ivey School of Business and Wuhan University
Downloads 1,271
47.

High-Frequency Jump Analysis of the Bitcoin Market

Swiss Finance Institute Research Paper No. 17-19
Number of pages: 30 Posted: 10 Jun 2017 Last Revised: 26 Jun 2017
Working Paper Series
University of Geneva GSEM and GFRI, University of Zurich and Ecole Polytechnique Fédérale de Lausanne
Downloads 1,258
48.

Factor High-Frequency Based Volatility (HEAVY) Models

Number of pages: 47 Posted: 28 May 2014
Working Paper Series
University of Oxford - Department of Economics and Capital University of Economics and Business-International School of Economics and Management
Downloads 1,254
49.

The Rate of Market Efficiency

Number of pages: 62 Posted: 20 Mar 2012 Last Revised: 13 Oct 2014
Working Paper Series
EBS Universität für Wirtschaft und Recht - EBS Business School - Department of Finance and Accounting and Universidad Carlos III de Madrid
Downloads 1,238
50.

Pricing Cryptocurrency Options: The Case of Bitcoin and CRIX

Number of pages: 46 Posted: 27 Apr 2018 Last Revised: 13 Jul 2019
Working Paper Series
Stockholm University, University of Yorkaffiliation not provided to SSRN, University of Glasgow, Adam Smith Business School and Blockchain Research Center
Downloads 1,236