Keven Bluteau

Université de Sherbrooke - Faculty of Administration

Sherbrooke, Québec J1K 2R1

Canada

SCHOLARLY PAPERS

12

DOWNLOADS
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Top 4,710

in Total Papers Downloads

11,356

SSRN CITATIONS
Rank 20,520

SSRN RANKINGS

Top 20,520

in Total Papers Citations

41

CROSSREF CITATIONS

9

Scholarly Papers (12)

1.

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
HEC Montreal - Department of Decision Sciences, 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 5,325 (1,899)
Citation 20

Abstract:

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GARCH, MSGARCH, Markov-switching, conditional volatility, forecasting, R software

2.

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
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration, Ghent University and Aarhus University - School of Business and Social Sciences
Downloads 1,652 (13,600)
Citation 10

Abstract:

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GARCH, MSGARCH, forecasting performance, large-scale study, Value-at-Risk, Expected Shortfall, risk management

3.

The R Package sentometrics to Compute, Aggregate and Predict with Textual Sentiment

Journal of Statistical Software, Vol. 99, Issue 2, pp. 1-40, 2021
Number of pages: 40 Posted: 11 Nov 2017 Last Revised: 19 Aug 2021
David Ardia, Keven Bluteau, Samuel Borms and Kris Boudt
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration, Vrije Universiteit Brussel and Ghent University
Downloads 1,174 (22,873)
Citation 12

Abstract:

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aggregation, penalized regression, prediction, R, sentometrics, textual sentiment, time series

4.

Regime Changes in Bitcoin GARCH Volatility Dynamics

Finance Research Letters, Volume 29, June 2019, Pages 266-271
Number of pages: 6 Posted: 30 May 2018 Last Revised: 06 Jun 2021
David Ardia, Keven Bluteau and Maxime Rüede
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration and University of Neuchatel - Institute of Financial Analysis
Downloads 866 (35,346)
Citation 14

Abstract:

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Bitcoin, GARCH, MSGARCH, Value-at-Risk, Backtesting, Bayesian

5.

Climate Change Concerns and the Performance of Green Versus Brown Stocks

National Bank of Belgium, Working Paper Research, October 2020 No 395
Number of pages: 46 Posted: 18 Dec 2020 Last Revised: 27 Feb 2021
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration, Ghent University and Ghent University - Department of Economics
Downloads 755 (42,728)
Citation 1

Abstract:

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Asset Pricing, Climate Change, Sustainable Investing, ESG, Greenhouse Gas Emission, Sentometrics, Textual Analysis

6.

Econometrics Meets Sentiment: An Overview of Methodology and Applications

Journal of Economic Surveys, Vol. 34, Issue 3, pp. 512-547, 2020
Number of pages: 39 Posted: 12 Jan 2016 Last Revised: 18 Aug 2021
Vrije Universiteit Brussel (VUB), HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration, Vrije Universiteit Brussel and Ghent University
Downloads 503 (71,956)
Citation 8

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qualitative data, sentiment analysis, sentometrics, survey, textual analysis

7.

Questioning the News About Economic Growth: Sparse Forecasting Using Thousands of News-Based Sentiment Values

International Journal of Forecasting, Vol 35, Issue 4, pp. 1370-1386, 2019
Number of pages: 17 Posted: 30 May 2017 Last Revised: 06 Jun 2021
David Ardia, Keven Bluteau and Kris Boudt
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration and Ghent University
Downloads 394 (96,016)
Citation 7

Abstract:

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elastic-net, US industrial production, sentiment analysis, time-series aggregation, topic-sentiment

8.

Media Abnormal Tone, Earnings Announcements, and the Stock Market

Journal of Financial Markets, Forthcoming
Number of pages: 41 Posted: 21 Jun 2018 Last Revised: 21 Oct 2021
David Ardia, Keven Bluteau and Kris Boudt
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration and Ghent University
Downloads 275 (142,215)

Abstract:

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abnormal return, abnormal tone, earnings announcements, event study, news media, sentometrics, Structural Topic Model (STM)

9.

Methods for Computing Numerical Standard Errors: Review and Application to Value-at-Risk Estimation

Journal of Time Series Econometrics, Vol. 10, No. 2, pp.1-9, 2018
Number of pages: 14 Posted: 07 Mar 2016 Last Revised: 03 Aug 2018
David Ardia, Keven Bluteau and Lennart F. Hoogerheide
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration and VU University Amsterdam
Downloads 222 (175,506)
Citation 1

Abstract:

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Bootstrap, GARCH, HAC kernel, numerical standard error (NSE), Monte Carlo, Markov chain Monte Carlo (MCMC), spectral density, Value-at-Risk precision

10.

A Century of Economic Policy Uncertainty Through the French-Canadian Lens

Economics Letters, Volume 205, August 2021, 109938
Number of pages: 9 Posted: 17 Mar 2021 Last Revised: 12 Oct 2021
David Ardia, Keven Bluteau and Alaa Kassem
HEC Montreal - Department of Decision Sciences, Université de Sherbrooke - Faculty of Administration and HEC Montreal - Department of Decision Sciences
Downloads 159 (236,047)

Abstract:

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Economic uncertainty, Policy uncertainty, Canada, Quebec, token-distance-based triple, issues, nowcasting, Sentometrics

11.

Stress-Testing with Parametric Models and Fully Flexible Probabilities

Wilmott Magazine, Vol. 87, pp. 52-55, 2017
Number of pages: 7 Posted: 20 Mar 2016 Last Revised: 03 Aug 2018
David Ardia and Keven Bluteau
HEC Montreal - Department of Decision Sciences and Université de Sherbrooke - Faculty of Administration
Downloads 31 (576,901)

Abstract:

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Fully flexible probabilities, GARCH, Stress-testing

12.

NSE: Computation of Numerical Standard Errors in R

Journal of Open Source Software, Vol. 10, No. 2, 2017
Posted: 06 Aug 2018
David Ardia and Keven Bluteau
HEC Montreal - Department of Decision Sciences and Université de Sherbrooke - Faculty of Administration

Abstract:

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bootstrap, HAC kernel, numerical standard error (NSE), Monte Carlo, spectral density, R software