Prof. dr. C. (Chen) Zhou
Chen Zhou is Full Professor of Mathematical Statistics and Risk Management at Econometric Institute with Erasmus School of Economics of Erasmus University Rotterdam. His main research areas are extreme value statistics and financial risk management. His work has been published in journals in the fields of statistics, financial econometrics and finance. He teaches in the Bachelor program of Econometrics and Management Science, the MSc program specializing in Quantitative Finance and Tinbergen Institute. He is a member of the Research Advisory Committee of Erasmus School of Economics.
Publications
Article (46)
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Academic (46)
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van Dijk, M., Menkveld, A. J., Dreber, A., Holzmeister, F., Huber, J., Johannesson, M., Kirchler, M., Neususs, S., Razen, M., Wagner, W., Verwijmeren, P., Vogel, S., van der Wel, M., Mazzola, F., Yang, A., & Zhou, C. (2024). Non-Standard Errors*. Journal of Finance. https://doi.org/10.2139/ssrn.3961574
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Aghbalou, A., Portier, F., Sabourin, A., & Zhou, C. (2024). Tail inverse regression: Dimension reduction for prediction of extremes. Bernoulli, 30(1), 503-533. https://doi.org/10.3150/23-BEJ1606
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de Haan, L., & Zhou, C. (2024). Bootstrapping Extreme Value Estimators. Journal of the American Statistical Association, 119(545), 382-393. https://doi.org/10.1080/01621459.2022.2120400
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Ahmed, H., Einmahl, J. H. J., & Zhou, C. (Accepted/In press). Extreme value statistics in semi-supervised models. Journal of the American Statistical Association. https://doi.org/10.1080/01621459.2024.2333582
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Oorschot, J., Segers, J., & Zhou, C. (2023). Tail inference using extreme U-statistics: Dedicated to the memory of James Pickands III (1931–2022). Electronic Journal of Statistics, 17(1), 1113-1159. https://doi.org/10.1214/23-EJS2129
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Chen, L., Li, D., & Zhou, C. (2022). Adapting the Hill estimator to distributed inference: dealing with the bias. Extremes, 25(3), 389-416. https://doi.org/10.1007/s10687-022-00440-y
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Cui, H., Tan, K. S., Yang, F., & Zhou, C. (2022). Asymptotic analysis of portfolio diversification. Insurance: Mathematics and Economics, 106, 302-325. https://doi.org/10.1016/j.insmatheco.2022.07.010
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Chen, L., Li, D., & Zhou, C. (2022). Distributed inference for the extreme value index. Biometrika. A Journal for the Statistical Study of Biological Problems, 109(1), 257-264. https://doi.org/10.1093/biomet/asab001, https://doi.org/10.1093/biomet/asab001
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Einmahl, J., Ferreira, A., De Haan, L., Neves, C., & Zhou, C. (2022). Spatial dependence and space-time trend in extreme events. Annals of Statistics, 50(1), 30-52. Article 50(1). https://doi.org/10.1214/21-AOS2067
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Buecher, A., & Zhou, C. (2021). A Horse Race between the Block Maxima Method and the Peak–over–Threshold Approach. Statistical Science, 36(3), 360-378. https://doi.org/10.1214/20-STS795
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Oorschot, J., & Zhou, C. (2021). TAIL DEPENDENCE OF OLS. Econometric Theory, 38(2), 273-300. https://doi.org/10.1017/S0266466621000311
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Qin, X., & Zhou, C. (2021). Systemic risk allocation using the asymptotic marginal expected shortfall. Journal of Banking and Finance, 126, Article 106099. https://doi.org/10.1016/j.jbankfin.2021.106099
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Nolde, N., & Zhou, C. (2021). Extreme value analysis for financial risk management. Annual Review of Statistics and Its Application, 8, 217-240. https://doi.org/10.1146/annurev-statistics-042720-015705
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Einmahl, J. H. J., Yang, F., & Zhou, C. (2021). Testing the Multivariate Regular Variation Model. Journal of Business and Economic Statistics, 39(4), 907-919. https://doi.org/10.1080/07350015.2020.1737533
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de Haan, L., & Zhou, C. (2020). Trends in extreme value indices. Journal of the American Statistical Association, 116(535), 1265-1279. https://doi.org/10.1080/01621459.2019.1705307
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Zhou, C. (2020). Discussion on ‘Graphical models for extremes’ by Sebastian Engelke and Adrien Hitz. Journal of the Royal Statistical Society. Series B. Statistical Methodology, 82(4), 928-928. https://doi.org/10.1111/rssb.12355
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Van Oordt, M. R. C., & Zhou, C. (2019). Estimating Systematic Risk under Extremely Adverse Market Conditions. Journal of Financial Econometrics, 17(3), 432-461. Article nbx033. https://doi.org/10.1093/jjfinec/nbx033
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van Oordt, M., & Zhou, C. (2019). Systemic risk and bank business models. Journal of Applied Econometrics, 34(3), 365-384. https://doi.org/10.1002/jae.2666
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Leng, X., Peng, L., Wang, X., & Zhou, C. (2018). Endpoint estimation for observations with normal measurement errors. Extremes, 22(1), 71-96. https://doi.org/10.1007/s10687-018-0332-x
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Oesting, M., Schlather, M., & Zhou, C. (2018). Exact and Fast Simulation of Max-Stable Processes on a Compact Set Using the Normalized Spectral Representation. Bernoulli, 24(2), 1497-1530. https://doi.org/10.3150/16-BEJ905
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Galati, G., Gorge, Z., Moessner, R., & Zhou, C. (2018). Deflation risk in the euro area and central bank credibility. Economics Letters, 167, 124-126. https://doi.org/10.1016/j.econlet.2018.03.028
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Zhou, C. (2018). Discussion on "Human life is unlimited but short" by Holger Rootzen and Dmitrii Zholud. Extremes, accepted, 1-6. https://doi.org/10.1007/s10687-018-0322-z
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Xiao, X., & Zhou, C. (2018). The decomposition of jump risks in individual stock returns. Journal of Empirical Finance, 47, 207-228. https://doi.org/10.1016/j.jempfin.2018.04.002
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Zhou, C. (2017). Book review: quantitative risk management: concepts, techniques and tools. Extremes, 20(2), 489-491. https://doi.org/10.1007/s10687-017-0286-4
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Zhou, C. (2017). Discussion on "Elicitability and backtesting: Perspectives for banking regulation". Annals of Applied Statistics, 11(4), 1888-1893. https://doi.org/10.1214/17-AOAS1041D
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Einmahl, J., De Haan, L., & Zhou, C. (2016). Statistics of heteroscedastic extremes. Journal of the Royal Statistical Society. Series B. Statistical Methodology, 78(1), 31-51. https://doi.org/10.1111/rssb.12099
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van Oordt, MRC., & Zhou, C. (2016). Systematic tail risk. Journal of Financial and Quantitative Analysis, 51(2), 685-705. https://doi.org/10.1017/S0022109016000193
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de Haan, L., Mercadier, C., & Zhou, C. (2015). Adapting extreme value statistics to financial time series: dealing with bias and serial dependence. Finance and Stochastics, 20(2), 321-354. https://doi.org/10.1007/s00780-015-0287-6
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Cai, J., Einmahl, J., De Haan, L., & Zhou, C. (2014). Estimation of the marginal expected shortfall: the mean when a related variable is extreme. Journal of the Royal Statistical Society. Series B. Statistical Methodology, 77(2), 417-442. https://doi.org/10.1111/rssb.12069
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Sun, P., & Zhou, C. (2014). Diagnosing the distribution of GARCH innovations. Journal of Empirical Finance, 29, 287-303. https://doi.org/10.1016/j.jempfin.2014.08.005
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de Haan, L., de Vries, C., & Zhou, C. (2013). The number of active bidders in internet auctions. Journal of Economic Theory, 148(4), 1726-1736. https://doi.org/10.1016/j.jet.2013.04.017
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Zhou, C. (2013). The impact of imposing capital requirement on systemic risk. Journal of Financial Stability, 9(3), 320-329. https://doi.org/10.1016/j.jfs.2013.06.002
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Huurman, CI., Ravazzolo, F., & Zhou, C. (2012). The power of weather. Computational Statistics & Data Analysis, 56(11), 3793-3807. https://doi.org/10.2139/ssrn.1341745
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van Oordt, MRC., & Zhou, C. (2012). The simple econometrics of tail dependence. Economics Letters, 116(3), 371-373. https://doi.org/10.1016/j.econlet.2012.04.016
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Cai., J., de Haan, L., & Zhou, C. (2012). Bias correction in extreme value statistics with index around zero. Extremes, 16(2), 173-201. https://doi.org/10.1007/s10687-012-0158-x
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Galati, G., Poelhekke, S., & Zhou, C. (2011). Did the crisis affect inflation expectations? International Journal of Central Banking, 7(1), 167-208.
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de Haan, L., & Zhou, C. (2011). Extreme residual dependence for random vectors and processes. Advances in Applied Probability, 43(1), 217-242. https://doi.org/10.1239/aap/1300198520
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de Haan, L., Ferreira, A., & Zhou, C. (2011). Exceedance probability of the integral of a stochastic process. Journal of Multivariate Analysis, 105(1), 241-257. https://doi.org/10.1016/j.jmva.2011.08.020
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Zhou, C. (2010). The extent of the maximum likelihood estimator for the extreme value index. Journal of Multivariate Analysis, 101(4), 971-983. https://doi.org/10.1016/j.jmva.2009.09.013
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Zhou, C. (2010). Dependence structure of risk factors and diversification effects. Insurance, 46(3), 531-540. https://doi.org/10.1016/j.insmatheco.2010.01.010
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Zhou, C. (2010). Are banks too big to fail? Measuring systemic importance of financial institutions. International Journal of Central Banking, 6(4), 205-250. https://doi.org/10.2139/ssrn.1546384
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de Haan, L., de Vries, C., & Zhou, C. (2009). The expected payoff to Internet auctions. Extremes, 12(3), 219-238. https://doi.org/10.1007/s10687-008-0077-z
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Zhou, C. (2009). Existence and consistency of the maximum likelihood estimator for the extreme value index. Journal of Multivariate Analysis, 100(4), 794-815. https://doi.org/10.1016/j.jmva.2008.08.009
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Buishand, A., de Haan, L., & Zhou, C. (2008). On spatial extremes: with application to a rainfall problem. Annals of Applied Statistics, 2(2), 624-642. https://doi.org/10.1214/08-AOAS159
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Zhou, C. (2008). A 2-step estimator of the extreme value index. Extremes, 11(3), 281-302. https://doi.org/10.1007/s10687-008-0058-2
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de Vries, C., & Zhou, C. (2006). Discussion of “Copulas: Tales and facts”, by Thomas Mikosch. Extremes, 9(1), 23-25. https://doi.org/10.1007/s10687-006-0017-8
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Book/Film/Article review (1)
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Academic (1)
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Zhou, C. (2019). Book review: Risk Theory: A Heavy Tail Approach. Journal of the American Statistical Association, 114, 1424-1425. https://doi.org/10.1080/01621459.2019.1662244
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Chapter (2)
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Academic (2)
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van Oordt, M. R. C., & Zhou, C. (2018). Systemic Risk of European Banks Regulators and Markets*. In Macroprudential Policy and Practice (pp. 205-224). Cambridge University Press. https://doi.org/10.1017/9781108304429.010
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van Oordt, MRC., & Zhou, C. (2015). Systemic risk of European banks: regulators and markets. In P. Mizen, M. Rubio, & P. Turner (Eds.), Effective Macroprudential Instruments in Macroeconomic Policy Making (Vol. 5). Cambridge University Press.
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Doctoral Thesis (1)
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Internal (1)
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Zhou, C. (2008). On Extreme Value Statistics. [Doctoral Thesis, Erasmus University Rotterdam]. Erasmus Universiteit Rotterdam (EUR).
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Inaugural speech (1)
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Popular (1)
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Zhou, C. (2022). A tale of risk. Erasmus Research Institute of Management (ERIM). Inaugural Addresses Research in Management Series Vol. 083
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Report (1)
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Professional (1)
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Zhou, C., & Tarashev, N. (2013). Looking at the tail: price-based measures of systemic importance. Bank for International Settlement.
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Additional activities (1)
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Extremes (Journal)
Editorial work (Academic)
PhD Track (1)
- Role: Promotor
- PhD Candidate: Dumitru Vicol
- Time frame: 2022 -
Events (2)
Address
Office: ET-43
Burgemeester Oudlaan 50
3062 PA Rotterdam
Postbus 1738
3000 DR Rotterdam
Netherlands