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David Ardia

Personal Details

First Name:David
Middle Name:
Last Name:Ardia
Suffix:
RePEc Short-ID:par194
[This author has chosen not to make the email address public]
https://ardiad.github.io/
Terminal Degree:2008 Faculté des sciences économiques et sociales - Wirtschafts- und Sozialwissenschaftliche Fakultät; Université de Fribourg - Universität Freiburg (from RePEc Genealogy)

Affiliation

HEC Montréal (École des Hautes Études Commerciales)

Montréal, Canada
http://www.hec.ca/
RePEc:edi:hecmtca (more details at EDIRC)

Research output

as
Jump to: Working papers Articles Books

Working papers

  1. David Ardia & S'ebastien Laurent & Rosnel Sessinou, 2024. "High-Dimensional Mean-Variance Spanning Tests," Papers 2403.17127, arXiv.org.
  2. David Ardia & Cl'ement Aymard & Tolga Cenesizoglu, 2024. "Revisiting Boehmer et al. (2021): Recent Period, Alternative Method, Different Conclusions," Papers 2403.17095, arXiv.org.
  3. David Ardia & Keven Bluteau & Gabriel Lortie-Cloutier & Thien-Duy Tran, 2023. "Factor Exposure Heterogeneity in Green and Brown Stocks," Papers 2302.11729, arXiv.org, revised Apr 2023.
  4. Ardia, David & Dufays, Arnaud & Ordás Criado, Carlos, 2023. "Linking Frequentist and Bayesian Change-Point Methods," MPRA Paper 119486, University Library of Munich, Germany.
  5. David Ardia & Cl'ement Aymard & Tolga Cenesizoglu, 2023. "Fast and Furious: A High-Frequency Analysis of Robinhood Users' Trading Behavior," Papers 2307.11012, arXiv.org.
  6. David Ardia & Keven Bluteau, 2023. "The Role of Twitter in Cryptocurrency Pump-and-Dumps," Papers 2306.02148, arXiv.org.
  7. David Ardia & Keven Bluteau & Thien Duy Tran, 2022. "How easy is it for investment managers to deploy their talent in green and brown stocks?," Papers 2201.05709, arXiv.org, revised Apr 2023.
  8. David Ardia & Keven Bluteau & Alaa Kassem, 2021. "A Century of Economic Policy Uncertainty Through the French-Canadian Lens," Papers 2106.05240, arXiv.org, revised Oct 2021.
  9. David Ardia & Keven Bluteau & Kris Boudt, 2021. "Media abnormal tone, earnings announcements, and the stock market," Papers 2110.10800, arXiv.org.
  10. David Ardia & Keven Bluteau & Mohammad Abbas Meghani, 2021. "Thirty Years of Academic Finance," Papers 2112.14902, arXiv.org, revised Aug 2022.
  11. David Ardia & Keven Bluteau & Kris Boudt & Koen Inghelbrecht, 2020. "Climate change concerns and the performance of green versus brown stocks," Working Paper Research 395, National Bank of Belgium.
  12. David Ardia & Laurent Barras & Patrick Gagliardini & Olivier Scaillet, 2020. "Is it Alpha or Beta? Decomposing Hedge Fund Returns When Models are Misspecified," Swiss Finance Institute Research Paper Series 20-82, Swiss Finance Institute, revised May 2023.
  13. David Ardia & Kris Boudt & Giang Nguyen, 2018. "Beyond risk-based portfolios: balancing performance and risk contributions in asset allocation," ULB Institutional Repository 2013/286494, ULB -- Universite Libre de Bruxelles.
  14. David Ardia & Kris Boudt & Leopoldo Catania, 2016. "Generalized Autoregressive Score Models in R: The GAS Package," Papers 1609.02354, arXiv.org.
  15. David Ardia & Kris Boudt & Leopoldo Catania, 2016. "Value-at-Risk Prediction in R with the GAS Package," Papers 1611.06010, arXiv.org.
  16. David Ardia & Lukasz Gatarek & Lennart F. hoogerheide, 2014. "A New Bootstrap Test for the Validity of a Set of Marginal Models for Multiple Dependent Time Series: an Application to Risk Analysis," Cahiers de recherche 1413, CIRPEE.
  17. Attilio Meucci & David Ardia & Simon Keel, 2013. "Fully Flexible Views in Multivariate Normal Markets," Cahiers de recherche 1311, CIRPEE.
  18. David Ardia & Lennart Hoogerheide, 2013. "GARCH Models for Daily Stock Returns: Impact of Estimation Frequency on Value-at-Risk and Expected Shortfall Forecasts," Tinbergen Institute Discussion Papers 13-047/III, Tinbergen Institute.
  19. David Ardia & Lennart F. Hoogerheide, 2013. "Worldwide equity Risk Prediction," Cahiers de recherche 1312, CIRPEE.
  20. David Ardia & Lennart F. Hoogerheide, 2013. "Cross-Sectional Distribution of GARCH Coefficients across S&P 500 Constituents: Time-Variation over the Period 2000-2012," Cahiers de recherche 1313, CIRPEE.
  21. David Ardia & Kris Boudt, 2013. "Implied Expected Returns and the Choice of a Mean-Variance Efficient Portfolio Proxy," Cahiers de recherche 1328, CIRPEE.
  22. David Ardia & Kris Boudt, 2013. "The Peer Performance of Hedge Funds," Cahiers de recherche 1329, CIRPEE.
  23. Ardia, David & Lennart, Hoogerheide & Nienke, Corré, 2011. "Stock index returns’ density prediction using GARCH models: Frequentist or Bayesian estimation?," MPRA Paper 28259, University Library of Munich, Germany.
  24. David Ardia & Nalan Basturk & Lennart Hoogerheide & Herman K. van Dijk, 2010. "A Comparative Study of Monte Carlo Methods for Efficient Evaluation of Marginal Likelihood," Tinbergen Institute Discussion Papers 10-059/4, Tinbergen Institute.
  25. David Ardia & Lennart F. Hoogerheide, 2010. "Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations," Tinbergen Institute Discussion Papers 10-045/4, Tinbergen Institute.
  26. Ardia, David & Hoogerheide, Lennart F., 2010. "Efficient Bayesian estimation and combination of GARCH-type models," MPRA Paper 22919, University Library of Munich, Germany.
  27. Ardia, David & Boudt, Kris & Carl, Peter & Mullen, Katharine M. & Peterson, Brian, 2010. "Differential Evolution (DEoptim) for Non-Convex Portfolio Optimization," MPRA Paper 22135, University Library of Munich, Germany.
  28. Ardia, David & Ospina, Juan & Giraldo, Giraldo, 2010. "Jump-Diffusion Calibration using Differential Evolution," MPRA Paper 26184, University Library of Munich, Germany, revised 25 Oct 2010.
  29. David Ardia & Lennart Hoogerheide & Herman K. van Dijk, 2009. "To Bridge, to Warp or to Wrap? A Comparative Study of Monte Carlo Methods for Efficient Evaluation of Marginal Likelihoods," Tinbergen Institute Discussion Papers 09-017/4, Tinbergen Institute.
  30. Mullen, Katharine M. & Ardia, David & Gil, David L. & Windover, Donald & Cline, James, 2009. "DEoptim: An R Package for Global Optimization by Differential Evolution," MPRA Paper 21743, University Library of Munich, Germany, revised 26 Dec 2010.
  31. Keel, Simon & Ardia, David, 2009. "Generalized Marginal Risk," MPRA Paper 17258, University Library of Munich, Germany.
  32. Ardia, David, 2009. "Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations in R," MPRA Paper 17414, University Library of Munich, Germany.
  33. David Ardia & Lennart F. Hoogerheide & Herman K. van Dijk, 2008. "Adaptive Mixture of Student-t distributions as a Flexible Candidate Distribution for Efficient Simulation: the R Package AdMit," Tinbergen Institute Discussion Papers 08-062/4, Tinbergen Institute, revised 15 Dec 2008.
  34. Ardia, David, 2002. "Tests d'arbitrage et surfaces de volatilité : analyse empirique sur données haute fréquence [Arbitrage tests and surface of implied volatility: An empirical analysis of high frequency data]," MPRA Paper 17415, University Library of Munich, Germany.
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Articles

  1. Ardia, David & Barras, Laurent & Gagliardini, Patrick & Scaillet, Olivier, 2024. "Is it alpha or beta? Decomposing hedge fund returns when models are misspecified," Journal of Financial Economics, Elsevier, vol. 154(C).
  2. Ardia, David & Bluteau, Keven & Lortie-Cloutier, Gabriel & Duy Tran, Thien, 2023. "Factor exposure heterogeneity in green and brown stocks," Finance Research Letters, Elsevier, vol. 55(PA).
  3. David Ardia & Keven Bluteau & Kris Boudt & Koen Inghelbrecht, 2023. "Climate Change Concerns and the Performance of Green vs. Brown Stocks," Management Science, INFORMS, vol. 69(12), pages 7607-7632, December.
  4. Ardia, David & Bluteau, Keven & Boudt, Kris, 2022. "Media abnormal tone, earnings announcements, and the stock market," Journal of Financial Markets, Elsevier, vol. 61(C).
  5. Ardia, David & Bluteau, Keven & Tran, Thien Duy, 2022. "How easy is it for investment managers to deploy their talent in green and brown stocks?," Finance Research Letters, Elsevier, vol. 48(C).
  6. Ardia, David & Boudt, Kris & Hartmann, Stefan & Nguyen, Giang, 2022. "Properties of the Margrabe Best-of-two strategy to tactical asset allocation," International Review of Financial Analysis, Elsevier, vol. 81(C).
  7. Ardia, David & Bluteau, Keven & Kassem, Alaa, 2021. "A century of Economic Policy Uncertainty through the French–Canadian lens," Economics Letters, Elsevier, vol. 205(C).
  8. David Ardia & Lukasz T. Gatarek & Lennart Hoogerheide & Herman K. Van Dijk, 2020. "Correction: Ardia, D., et al. Return and Risk of Pairs Trading Using a Simulation-Based Bayesian Procedure for Predicting Stable Ratios of Stock Prices. Econometrics 2016, 4 , 14," Econometrics, MDPI, vol. 8(1), pages 1-1, February.
  9. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
  10. 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.
  11. Ardia, David & Bluteau, Keven & Rüede, Maxime, 2019. "Regime changes in Bitcoin GARCH volatility dynamics," Finance Research Letters, Elsevier, vol. 29(C), pages 266-271.
  12. Ardia, David & Bluteau, Keven & Boudt, Kris & Catania, Leopoldo, 2018. "Forecasting risk with Markov-switching GARCH models:A large-scale performance study," International Journal of Forecasting, Elsevier, vol. 34(4), pages 733-747.
  13. Ardia David & Bluteau Keven & Hoogerheide Lennart F., 2018. "Methods for Computing Numerical Standard Errors: Review and Application to Value-at-Risk Estimation," Journal of Time Series Econometrics, De Gruyter, vol. 10(2), pages 1-9, July.
  14. David Ardia & Kris Boudt & Giang Nguyen, 2018. "Beyond risk-based portfolios: balancing performance and risk contributions in asset allocation," Quantitative Finance, Taylor & Francis Journals, vol. 18(8), pages 1249-1259, August.
  15. Ardia, David & Boudt, Kris, 2018. "The peer performance ratios of hedge funds," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 351-368.
  16. David Ardia & Jeremy Kolly & Denis‐Alexandre Trottier, 2017. "The impact of parameter and model uncertainty on market risk predictions from GARCH‐type models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 36(7), pages 808-823, November.
  17. David Ardia & Guido Bolliger & Kris Boudt & Jean-Philippe Gagnon-Fleury, 2017. "The impact of covariance misspecification in risk-based portfolios," Annals of Operations Research, Springer, vol. 254(1), pages 1-16, July.
  18. Ardia, David & Boudt, Kris & Wauters, Marjan, 2016. "The economic benefits of market timing the style allocation of characteristic-based portfolios," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 38-62.
  19. David Ardia & Lukasz T. Gatarek & Lennart Hoogerheide & Herman K. Van Dijk, 2016. "Return and Risk of Pairs Trading Using a Simulation-Based Bayesian Procedure for Predicting Stable Ratios of Stock Prices," Econometrics, MDPI, vol. 4(1), pages 1-19, March.
  20. Trottier, Denis-Alexandre & Ardia, David, 2016. "Moments of standardized Fernandez–Steel skewed distributions: Applications to the estimation of GARCH-type models," Finance Research Letters, Elsevier, vol. 18(C), pages 311-316.
  21. David Ardia & Kris Boudt & Marjan Wauters, 2016. "Smart beta and CPPI performance," Finance, Presses universitaires de Grenoble, vol. 37(3), pages 31-65.
  22. Ardia, David & Boudt, Kris, 2015. "Testing equality of modified Sharpe ratios," Finance Research Letters, Elsevier, vol. 13(C), pages 97-104.
  23. Ardia, David & Hoogerheide, Lennart F., 2014. "GARCH models for daily stock returns: Impact of estimation frequency on Value-at-Risk and Expected Shortfall forecasts," Economics Letters, Elsevier, vol. 123(2), pages 187-190.
  24. David Ardia & Lennart F. Hoogerheide, 2013. "Worldwide equity risk prediction," Applied Economics Letters, Taylor & Francis Journals, vol. 20(14), pages 1333-1339, September.
  25. Hoogerheide, Lennart F. & Ardia, David & Corré, Nienke, 2012. "Density prediction of stock index returns using GARCH models: Frequentist or Bayesian estimation?," Economics Letters, Elsevier, vol. 116(3), pages 322-325.
  26. Ardia, David & Baştürk, Nalan & Hoogerheide, Lennart & van Dijk, Herman K., 2012. "A comparative study of Monte Carlo methods for efficient evaluation of marginal likelihood," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3398-3414.
  27. Mullen, Katharine M. & Ardia, David & Gil, David L. & Windover, Donald & Cline, James, 2011. "DEoptim: An R Package for Global Optimization by Differential Evolution," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i06).
  28. Simon Keel & David Ardia, 2011. "Generalized marginal risk," Journal of Asset Management, Palgrave Macmillan, vol. 12(2), pages 123-131, June.
  29. David Ardia, 2009. "Bayesian estimation of a Markov-switching threshold asymmetric GARCH model with Student-t innovations," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 105-126, March.
  30. Ardia, David & Hoogerheide, Lennart F. & van Dijk, Herman K., 2009. "Adaptive Mixture of Student-t Distributions as a Flexible Candidate Distribution for Efficient Simulation: The R Package AdMit," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 29(i03).

Books

  1. David Ardia, 2008. "Financial Risk Management with Bayesian Estimation of GARCH Models," Lecture Notes in Economics and Mathematical Systems, Springer, number 978-3-540-78657-3, July.

More information

Research fields, statistics, top rankings, if available.

Statistics

Access and download statistics for all items

Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 33 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-ECM: Econometrics (9) 2007-04-28 2008-07-05 2009-03-22 2010-06-04 2010-11-06 2011-02-26 2014-03-22 2024-02-05 2024-04-29. Author is listed
  2. NEP-ETS: Econometric Time Series (8) 2007-04-28 2009-09-26 2010-06-04 2011-01-30 2013-06-04 2014-03-22 2015-04-25 2024-02-05. Author is listed
  3. NEP-RMG: Risk Management (8) 2009-09-19 2013-03-30 2013-06-04 2013-06-04 2014-03-22 2015-04-25 2016-11-27 2020-10-05. Author is listed
  4. NEP-FMK: Financial Markets (6) 2013-06-04 2013-09-26 2021-10-25 2022-02-28 2023-04-03 2023-07-10. Author is listed
  5. NEP-FOR: Forecasting (5) 2007-04-28 2011-01-30 2013-03-30 2013-06-04 2016-11-27. Author is listed
  6. NEP-ORE: Operations Research (5) 2009-03-22 2010-04-11 2010-04-24 2014-03-22 2020-10-05. Author is listed
  7. NEP-ENE: Energy Economics (4) 2020-11-16 2021-03-15 2022-02-28 2023-04-03
  8. NEP-ENV: Environmental Economics (4) 2020-11-16 2021-03-15 2022-02-28 2023-04-03
  9. NEP-MST: Market Microstructure (3) 2021-10-25 2023-07-10 2023-08-28
  10. NEP-CMP: Computational Economics (2) 2010-04-11 2010-04-24
  11. NEP-EVO: Evolutionary Economics (2) 2010-04-11 2010-04-24
  12. NEP-HIS: Business, Economic and Financial History (2) 2021-06-21 2022-02-14
  13. NEP-BEC: Business Economics (1) 2023-08-28
  14. NEP-CBA: Central Banking (1) 2011-02-26
  15. NEP-CFN: Corporate Finance (1) 2007-08-08
  16. NEP-CWA: Central and Western Asia (1) 2022-02-14
  17. NEP-EFF: Efficiency and Productivity (1) 2013-09-26
  18. NEP-IFN: International Finance (1) 2011-02-26
  19. NEP-MFD: Microfinance (1) 2023-07-10
  20. NEP-MON: Monetary Economics (1) 2011-02-26
  21. NEP-PAY: Payment Systems and Financial Technology (1) 2023-07-10
  22. NEP-REG: Regulation (1) 2021-03-15
  23. NEP-SOG: Sociology of Economics (1) 2022-02-14

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