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28 results on '"Iori G"'

1. Performance-based research funding: Evidence from the largest natural experiment worldwide

Author

Banal-Estañol A., Jofre-Bonet M., Iori G., Maynou L., Tumminello M., Vassallo P., Banal-Estañol A., Jofre-Bonet M., Iori G., Maynou L., Tumminello M., and Vassallo P.

Subjects
Research Excellence Framework, Synthetic control method, Research policy, Settore SECS-S/06 -Metodi Mat. dell'Economia e d. Scienze Attuariali e Finanz, Management of Technology and Innovation, Strategy and Management, Performance-based research funding system, Management Science and Operations Research, Research productivity
Abstract

A performance-based research funding system (PRFS) is a nationwide incentive scheme that promotes and rewards university research performance through competition for government funding. The UK’s PRFS, currently the Research Excellence Framework (REF), is considered the oldest, largest and most developed payment-by-results system in academia worldwide. Surprisingly, and despite the strong criticisms, little has been done to quantitatively and casually evaluate the intended and unintended effects of the PRFSs. In this paper, we evaluate the incremental impact of the REF 2014 in the fields of Economics and Business. We use a synthetic control method to compare the performance of UK universities with their artificial counterfactual units constructed using data from US universities. Our analysis shows, on the whole, that the introduction of the REF had a significant and positive impact on the quantity and quality of the scientific research produced at UK universities. However, we do not find a significant effect on the per author measures, suggesting that the REF did not result in an increase in research productivity. We also show that the effects are more heterogeneous across universities than across academic disciplines. We do not find evidence of a shift of research focus from Economics to Business topics, as some feared. But our analysis indicates that the REF 2014 may have contributed to the concentration of research excellence in elite institutions.

Published
2023
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2. Centralized vs Decentralized Markets in the Laboratory: The Role of Connectivity

Author

Alfarno, S., Banal-Estanol, A., Camacho, E., Iori, G., and Kapar, B.

Subjects
HB, HG
Abstract

This paper compares the performance of centralized and decentralized markets experimentally. We constrain trading exchanges to happen on an exogenously predetermined network, representing the trading relationships in markets with differing levels of connectivity. Our experimental results show that, despite having lower trading volumes, decentralized markets are generally not less efficient. Although information can propagate quicker through highly connected markets, we show that higher connectivity also induces informed traders to trade faster and exploit further their information advantages before the information becomes fully incorporated into prices. This not only reduces market efficiency, but it increases wealth inequality. We show that, in more connected markets, informed traders trade not only relatively quicker, but also more, in the right direction, despite not doing it at better prices.

Published
2019

3. A multi-agent methodology to assess the effectiveness of alternative systemic risk adjusted capital requirements

Author

Iori, G. and Gurgone, A.

Subjects
HD61, HB
Abstract

We propose a multi-agent approach to compare the effectiveness of macro-prudential capital requirements, where banks are embedded in an artificial macroeconomy. Capital requirements are derived from systemic- risk metrics that reflect both the vulnerability or impact of financial in- stitutions. Our objective is to explore how systemic-risk measures could be translated in capital requirements and test them in a comprehensive framework. Based on our counterfactual scenarios, we find that macro- prudential capital requirements can mitigate systemic risk, but there is a trade-off between market- and balance-sheet-based policies in terms of banks’ losses and credit supply.

Published
2019

4. Predictive Analytics Toolkit for H2S Estimation and Sewer Corrosion

Author

Li, B, Fan, X, Zhang, J, Wang, Y, Chen, F, Kodagoda, S, Wells, T, Vorreiter, L, Vitanage, D, Iori, G, Cunningham, D, and Chen, T

Abstract

This paper presents a predictive analytics toolkit, which is based on the emerging spatiotemporal data analysis techniques, for the estimation of hydrogen sulphide (H2S) gas distribution and prediction of sewer concrete corrosion level. The toolkit is an easy-to-use desktop application with a user-friendly interface for querying and producing output results on GIS. The inputs to the toolkit are the sewer network geometry, monitored factors, and hydraulic information; the outputs of the toolkit are spatiotemporal estimates of H2S gas concentration and concrete corrosion levels on the entire sewer network with uncertainties of the predictions. The toolkit is also able to integrate experts’ domain knowledge or existing physical model’s results as prior knowledge into the analytics model. The final outcomes of the toolkit can be used to prioritise high risk areas, recommend chemical dosing locations, and suggest deployment of sensors. A simulation of H2S and corrosion level prediction on a subsystem of the sewer network in the greater Sydney area is reported to demonstrate the capability of the toolkit

Published
2017

5. Network Centrality and Funding Rates in the e-MID Interbank Market

Author

Temizsoy, A., Iori, G., and Montes-Rojas, G.

Subjects
HG
Abstract

This paper empirically investigates the role of banks' network centrality in the interbank market on their funding rates. Specifically we analyze transaction data from the e-MID market, the only electronic interbank market in the Euro Area and US, over the period 2006-2009 that encompasses the global financial crisis. We show that interbank spreads are significantly affected by both local and global measures of connectedness. The effects of network centrality increased as the financial crisis evolved. Local measures show that having more links increases borrowing costs for borrowers and reduces premia for lenders. For global network centrality, borrowers receive a significant discount if they increase their intermediation activity and become more central, while lenders pay in general a premium (i.e. receive lower rates) for centrality. This provides evidence of the `too-interconnected-to-fail' hypothesis.

Published
2016

6. Quantifying preferential trading in the e-MID interbank market

Author

Hatzopoulos, V., Iori, G., Mantegna, R., Micciche, S., and Tumminello, M.

Subjects
HJ
Abstract

Interbank markets allow credit institutions to exchange capital for purposes of liquidity management. These markets are among the most liquid markets in the financial system. However, liquidity of interbank markets dropped during the 2007-2008 financial crisis, and such a lack of liquidity influenced the entire economic system. In this paper, we analyze transaction data from the e-MID market which is the only electronic interbank market in the Euro Area and US, over a period of eleven years (1999-2009). We adapt a method developed to detect statistically validated links in a network, in order to reveal preferential trading in a directed network. Preferential trading between banks is detected by comparing empirically observed trading relationships with a null hypothesis that assumes random trading among banks doing a heterogeneous number of transactions. Preferential trading patterns are revealed at time windows of 3-maintenance periods. We show that preferential trading is observed throughout the whole period of analysis and that the number of preferential trading links does not show any significant trend in time, in spite of a decreasing trend in the number of pairs of banks making transactions. We observe that preferential trading connections typically involve large trading volumes. During the crisis, we also observe that transactions occurring between banks with a preferential connection occur at larger interest rates than the complement set - an effect that is not observed before the crisis.

Published
2013

7. Search for a Higgs boson in the diphoton final state using the full CDF data set from pp collisions at s=1.96TeV

Author

Aaltonen, T., Álvarez, González, Amerio, B., Amidei, S., Anastassov, D., Annovi, A., Antos, A., Apollinari, J., Appel, G., J. A., Arisawa, Artikov, T., Asaadi, A., Ashmanskas, J., Auerbach, W., Aurisano, B., Azfar, A., Badgett, F., Bae, W., Barbaro, Galtieri, Barnes, A., V. E., Barnett, B. A., Barria, Bartos, P., Bauce, P., Bedeschi, M., Behari, F., Bellettini, S., Bellinger, G., Benjamin, J., Beretvas, D., Bhatti, A., Bisello, A., Bizjak, D., Bland, I., K. R., Blumenfeld, Bocci, B., Bodek, A., Bortoletto, A., Boudreau, D., Boveia, J., Brigliadori, A., Bromberg, L., Brucken, C., Budagov, E., Budd, J., H. S., Burkett, Busetto, K., Bussey, G., Buzatu, P., Calamba, A., Calancha, A., Camarda, C., Campanelli, S., Campbell, M., Canelli, M., Carls, F., Carlsmith, B., Carosi, D., Carrillo, R., Carron, S., Casal, S., Casarsa, B., Castro, M., Catastini, A., Cauz, P., Cavaliere, D., Cavalli, Sforza, Cerri, M., Cerrito, A., Chen, L., Y. C., Chertok, Chiarelli, M., Chlachidze, G., Chlebana, G., Cho, F., Chokheli, K., Chung, D., W. H., Chung, Y. S., Ciocci, M. A., Clark, Clarke, A., Compostella, C., Convery, G., M. E., Conway, Corbo, J., Cordelli, M., Cox, M., C. A., Cox, D. J., Crescioli, Cuevas, F., Culbertson, J., Dagenhart, R., D'Ascenzo, D., Datta, N., Barbaro, De, Dell'Orso, Mauro, Demortier, M., Deninno, L., Devoto, M., D'Errico, F., Canto, Di, Ruzza, Di, Dittmann, B., J. R., D'Onofrio, Donati, Simone, Dong, P., Dorigo, M., Dorigo, T., Ebina, K., Elagin, A., Eppig, A., Erbacher, R., Errede, S., Ershaidat, N., Eusebi, R., Farrington, S., Feindt, M., Fernandez, J. P., Field, R., Flanagan, G., Forrest, R., Frank, M. J., Franklin, M., Freeman, J. C., Funakoshi, Y., Furic, I., Gallinaro, M., Garcia, J. E., Garfinkel, A. F., Garosi, P., Gerberich, H., Gerchtein, E., Giagu, S., Giakoumopoulou, V., Giannetti, P., Gibson, K., Ginsburg, C. M., Giokaris, N., Giromini, P., Giurgiu, G., Glagolev, V., Glenzinski, D., Gold, M., Goldin, D., Goldschmidt, N., Golossanov, A., Gomez, G., Gomez, Ceballos, Goncharov, G., González, M., Gorelov, O., Goshaw, I., A. T., Goulianos, Grinstein, K., Grosso, Pilcher, Group, C., R. C., Guimaraes da Costa, Hahn, J., S. R., Halkiadakis, Hamaguchi, E., Han, A., J. Y., Happacher, Hara, F., Hare, K., Hare, D., Harr, M., R. F., Hatakeyama, Hays, K., Heck, C., Heinrich, M., Herndon, J., Hewamanage, M., Hocker, S., Hopkins, A., Horn, W., Hou, D., Hughes, S., R. E., Hurwitz, Husemann, M., Hussain, U., Hussein, N., Huston, M., Introzzi, J., Iori, G., Ivanov, M., James, A., Jang, E., Jayatilaka, D., Jeon, B., E. J., Jindariani, Jones, S., Joo, M., K. K., Jun, S. Y., Junk, T. R., Kamon, Karchin, T., P. E., Kasmi, Kato, A., Ketchum, Y., Keung, W., Khotilovich, J., Kilminster, V., Kim, B., D. H., Kim, H. S., Kim, J. E., Kim, M. J., Kim, S. B., Kim, S. H., Kim, Y. K., Kim, Y. J., Kimura, Kirby, N., Klimenko, M., Knoepfel, S., Kondo, K., Kong, K., D. J., Konigsberg, Kotwal, J., A. V., Kreps, Kroll, M., Krop, J., Kruse, D., Krutelyov, M., Kuhr, V., Kurata, T., Kwang, M., Laasanen, S., A. T., Lami, Lammel, S., Lancaster, S., Lander, M., R. L., Lannon, Lath, K., Latino, A., Lecompte, G., Lee, T., Lee, E., H. S., Lee, J. S., Lee, S. W., Leo, Leone, S., Lewis, S., J. D., Limosani, Lin, A., C. J., Lindgren, Lipeles, M., Lister, E., Litvintsev, A., D. O., Liu, Liu, C., Liu, H., Liu, Q., Lockwitz, T., Loginov, S., Lucchesi, A., Lueck, D., Lujan, J., Lukens, P., Lungu, P., Lys, G., Lysak, J., Madrak, R., Maeshima, R., Maestro, K., Malik, P., Manca, S., Manousakis, Katsikakis, Margaroli, A., Marino, F., Martínez, C., Mastrandrea, M., Matera, P., Mattson, K., M. E., Mazzacane, Mazzanti, A., Mcfarland, P., K. S., Mcintyre, Mcnulty, P., Mehta, R., Mehtala, A., Mesropian, P., Miao, C., Mietlicki, T., Mitra, D., Miyake, A., Moed, H., Moggi, S., Mondragon, N., M. N., Moon, C. S., Moore, Morello, R., M. J., Morlock, Movilla, Fernandez, Mukherjee, P., Muller, A., Murat, T., Mussini, P., Nachtman, M., Nagai, J., Naganoma, Y., Nakano, J., Napier, I., Nett, A., Neu, J., Neubauer, C., M. S., Nielsen, Nodulman, J., Noh, L., S. Y., Norniella, Oakes, O., Oh, L., S. H., Oh, Y. D., Oksuzian, Okusawa, I., Orava, T., Ortolan, R., Pagan, Griso, Pagliarone, S., Palencia, C., Papadimitriou, E., Paramonov, V., A. A., Patrick, Pauletta, J., Paulini, G., Paus, M., Pellett, C., D. E., Penzo, Phillips, A., T. J., Piacentino, Pianori, G., Pilot, E., Pitts, J., Plager, K., Pondrom, C., Poprocki, L., Potamianos, S., Prokoshin, K., Pranko, F., Ptohos, A., Punzi, Giovanni, Rahaman, G., Ramakrishnan, A., Ranjan, V., Redondo, N., Renton, I., Rescigno, P., Riddick, M., Rimondi, T., Ristori, F., Robson, L., Rodrigo, A., Rodriguez, T., Rogers, T., Rolli, E., Roser, S., Ruffini, R., Ruiz, F., Russ, A., Rusu, J., Safonov, V., Sakumoto, A., W. K., Sakurai, Santi, Y., Sato, L., Saveliev, K., Savoy, Navarro, Schlabach, A., Schmidt, P., Schmidt, A., E. E., Schwarz, Scodellaro, T., Scribano, L., Scuri, A., Seidel, F., Seiya, S., Semenov, Y., Sforza, A., Shalhout, F., S. Z., Shears, Shepard, T., P. F., Shimojima, Shochet, M., Shreyber, Tecker, Simonenko, I., Sinervo, A., Sliwa, P., Smith, K., J. R., Snider, F. D., Soha, Sorin, A., Song, V., Squillacioti, H., Stancari, P., Denis, S. t., Stelzer, R., Stelzer, Chilton, Stentz, O., Strologas, D., Strycker, J., G. L., Sudo, Sukhanov, Y., Suslov, A., Takemasa, I., Takeuchi, K., Tang, Y., Tecchio, J., Teng, M., P. K., Thom, Thome, J., Thompson, J., G. A., Thomson, Toback, E., Tokar, D., Tollefson, S., Tomura, K., Tonelli, T., Torre, D., Torretta, S., Totaro, D., Trovato, P., Ukegawa, M., Uozumi, F., Varganov, S., Vázquez, A., Velev, F., Vellidis, G., Vidal, C., Vila, M., Vilar, I., Vizán, R., Vogel, J., Volpi, M., Wagner, G., Wagner, P., R. L., Wakisaka, Wallny, T., Wang, R., S. M., Warburton, Waters, A., Wester, D., W. C., Whiteson, Wicklund, D., A. B., Wicklund, Wilbur, E., Wick, S., Williams, F., H. H., Wilson, J. S., Wilson, Winer, P., B. L., Wittich, Wolbers, P., Wolfe, S., Wright, H., Wu, T., Wu, X., Yamamoto, Z., Yamato, K., Yang, D., Yang, T., U. K., Yang, Y. C., Yao, W. M., Yeh, G. P., Yi, Yoh, K., Yorita, J., Yoshida, K., Yu, T., G. B., Yu, Yu, I., S. S., Yun, J. C., Zanetti, Zeng, A., Zhou, Y., Zucchelli, C., S. azaki T., Ya mazaki, Y., Yan, Z., Yang, H., Yang, S., Yang, U. K., Yang, Y., Yang, Z., Yanush, S., Yao, W. M., Yao, Y., Yasu, Y., Ye, J., Ye, S., Yilmaz, M., Yoosoofmiya, R., Yorita, K., Yoshida, R., Young, C., Youssef, S., Yu, D., Yu, J., Yuan, L., Yurkewicz, A., Zaets, V. G., Zaidan, R., Zaitsev, A. M., Zajacova, Z., Zalite, Y. o. K., Zanello, L., Zarzhitsky, P., Zaytsev, A., Zdrazil, M., Zeitnitz, C., Zeller, M., Zema, P. F., Zemla, A., Zendler, C., Zenin, A. V., Zenin, O., Zenis, T., Zenonos, Z., Zenz, S., Zerwas, D., Zevi, della Porta G., Zhan, Z., Zhang, D., Zhang, H., Zhang, J., Zhang, X., Zhang, Z., Zhao, L., Zhao, T., Zhao, Z., Zhemchugov, A., Zheng, S., Zhong, J., Zhou, B., Zhou, N., Zhu, C. G., Zhu, H., Zhu, Y., Zhuang, X., Zhuravlov, V., Zieminska, D., Zilka, B., Zimmermann, R., Zimmermann, S., Ziolkowski, M., Zitoun, R., Zivkovic, L., Zmouchko, V. V., Zobernig, G., Zoccoli, A., Zolnierowski, Y., Zsenei, A., zur Nedden, M., Zutshi, V., and Zwalinski, L.

Subjects
Nuclear and High Energy Physics, High Energy Physics::Phenomenology, High Energy Physics::Experiment
Abstract

A search for a narrow Higgs boson resonance in the diphoton mass spectrum is presented based on data corresponding to 10fb -1 of integrated luminosity collected by the CDF experiment from proton-antiproton collisions at s=1.96TeV. To increase the sensitivity of the search, we employ a multivariate discriminant technique for the first time in this channel at CDF. No evidence of signal is observed, and upper limits are set on the cross section times branching ratio of the resonant state as a function of the Higgs boson mass. The limits are interpreted in the context of the standard model with an expected (observed) limit on the cross section times branching ratio of 9.9 (17.0) times the standard model prediction at the 95% credibility level for a Higgs boson mass of 125GeV/c 2. Moreover, a Higgs boson with suppressed couplings to fermions is excluded for masses below 114GeV/c 2 at the 95% credibility level. © 2012 Elsevier B.V.

Published
2012

8. The Cross-Section of Interbank Rates: A Nonparametric Empirical Investigation

Author

Iori, G., Kapar, B., and Olmo, J.

Subjects
HB, HG
Abstract

This paper analyzes the distribution of lending and borrowing credit spreads in the European interbank market conditional on main features of banks such as their size, operating currency and nationality. This is done by means of nonparametric kernel estimation methods for the cross-sectional density of interbank funding rates over a large sample of European banks trading in the e-MID market. The analysis is repeated over consecutive non-overlapping periods in order to assess and compare the effect of the factors during crisis and non-crisis periods. We find evidence of important differences between the borrowing and lending segment of the interbank market that are augmented during crises periods. Our results strongly support the existence of a size effect in the borrowing market. Largest banks enjoy the highest lending rates and the lowest borrowing rates. The collapse of Lehman Brothers accentuates the differences in funding conditions. In both borrowing and lending segments, crises are corresponded by high volatilities in daily funding costs. Banks using the Euro currency and in countries not affected by sovereign debt crises are benefited by lower funding costs. Our nonparametric analysis of densities conditional on banks' nationality suggests that distress in the interbank market can serve as an early warning indicator of sovereign risk.

Published
2012

10. Information theoretic description of the e-Mid interbank market: implications for systemic risk

Author

Hatzopoulos, V. and Iori, G.

Subjects
HB
Abstract

We present an empirical analysis of the European electronic interbank market of overnight lending (e-MID) during the years 1999–2009. The main goal of the paper is to explain the observed changes of the cross-sectional dispersion of lending/borrowing conditions before, during and after the 2007–2008 subprime crisis. Unlike previous contributions, that focused on banks’ dependent and macro information as explanatory variables, we address the role of banks’ behaviour and market microstructure as determinants of the credit spreads.

Published
2012

11. Measurement of the bottom-strange meson mixing phase in the full CDF data set

Author

Aaltonen, T., Alvarez, González, Amerio, B., Amidei, S., Anastassov, D., Annovi, A., Antos, A., Apollinari, J., Appel, G., J. A., Arisawa, Artikov, T., Asaadi, A., Ashmanskas, J., Auerbach, W., Aurisano, B., Azfar, A., Badgett, F., Bae, W., Barbaro, Galtieri, Barnes, A., V. E., Barnett, B. A., Barria, Bartos, P., Bauce, P., Bedeschi, M., Behari, F., Bellettini, S., Bellinger, G., Benjamin, J., Beretvas, D., Bhatti, A., Bisello, A., Bizjak, D., Bland, I., K. R., Blumenfeld, Bocci, B., Bodek, A., Bortoletto, A., Boudreau, D., Boveia, J., Brigliadori, A., Bromberg, L., Brucken, C., Budagov, E., Budd, J., H. S., Burkett, Busetto, K., Bussey, G., Buzatu, P., Calamba, A., Calancha, A., Camarda, C., Campanelli, S., Campbell, M., Canelli, M., Carls, F., Carlsmith, B., Carosi, D., Carrillo, R., Carron, S., Casal, S., Casarsa, B., Castro, M., Catastini, A., Cauz, P., Cavaliere, D., Cavalli, Sforza, Cerri, M., Cerrito, A., Chen, L., Y. C., Chertok, Chiarelli, M., Chlachidze, G., Chlebana, G., Cho, F., Chokheli, K., Chung, D., W. H., Chung, Y. S., Ciocci, M. A., Clark, Clarke, A., Compostella, C., Convery, G., M. E., Conway, Corbo, J., Cordelli, M., Cox, M., C. A., Cox, D. J., Crescioli, Cuevas, F., Culbertson, J., Dagenhart, R., D'Ascenzo, D., Datta, N., Barbaro, De, Dell'Orso, Mauro, Demortier, M., Deninno, L., Devoto, M., D'Errico, F., Canto, Di, Ruzza, Di, Dittmann, B., J. R., D'Onofrio, Donati, Simone, Dong, P., Dorigo, M., Dorigo, T., Ebina, K., Elagin, A., Eppig, A., Erbacher, R., Errede, S., Ershaidat, N., Eusebi, R., Farrington, S., Feindt, M., Fernandez, J. P., Field, R., Flanagan, G., Forrest, R., Frank, M. J., Franklin, M., Freeman, J. C., Funakoshi, Y., Furic, I., Gallinaro, M., Garcia, J. E., Garfinkel, A. F., Garosi, P., Gerberich, H., Gerchtein, E., Giagu, S., Giakoumopoulou, V., Giannetti, P., Gibson, K., Ginsburg, C. M., Giokaris, N., Giromini, P., Giurgiu, G., Glagolev, V., Glenzinski, D., Gold, M., Goldin, D., Goldschmidt, N., Golossanov, A., Gomez, G., Gomez, Ceballos, Goncharov, G., González, M., Gorelov, O., Goshaw, I., A. T., Goulianos, Grillo, K., Grinstein, L., Grosso, Pilcher, Group, C., R. C., Guimaraes Da Costa, Hahn, J., S. R., Halkiadakis, Hamaguchi, E., Han, A., J. Y., Happacher, Hara, F., Hare, K., Hare, D., Harr, M., R. F., Hatakeyama, Hays, K., Heck, C., Heinrich, M., Herndon, J., Hewamanage, M., Hocker, S., Hopkins, A., Horn, W., Hou, D., Hughes, S., R. E., Hurwitz, Husemann, M., Hussain, U., Hussein, N., Huston, M., Introzzi, J., Iori, G., Ivanov, M., James, A., Jang, E., Jayatilaka, D., Jeon, B., E. J., Jindariani, Jones, S., Joo, M., K. K., Jun, S. Y., Junk, T. R., Kamon, Karchin, T., P. E., Kasmi, Kato, A., Ketchum, Y., Keung, W., Khotilovich, J., Kilminster, V., Kim, B., D. H., Kim, H. S., Kim, J. E., Kim, M. J., Kim, S. B., Kim, S. H., Kim, Y. K., Kim, Y. J., Kimura, Kirby, N., Klimenko, M., Knoepfel, S., Kondo, K., Kong, K., D. J., Konigsberg, Kotwal, J., A. V., Kreps, Kroll, M., Krop, J., Kruse, D., Krutelyov, M., Kuhr, V., Kurata, T., Kwang, M., Laasanen, S., A. T., Lami, Lammel, S., Lancaster, S., Lander, M., R. L., Lannon, Lath, K., Latino, A., Lecompte, G., Lee, T., Lee, E., H. S., Lee, J. S., Lee, S. W., Leo, Leone, S., Lewis, S., J. D., Limosani, Lin, A., C. J., Lindgren, Lipeles, M., Lister, E., Litvintsev, A., D. O., Liu, Liu, C., Liu, H., Liu, Q., Lockwitz, T., Loginov, S., Lucchesi, A., Lueck, D., Lujan, J., Lukens, P., Lungu, P., Lys, G., Lysak, J., Madrak, R., Maeshima, R., Maestro, K., Malik, P., Manca, S., Manousakis, Katsikakis, Margaroli, A., Marino, F., Martínez, C., Mastrandrea, M., Matera, P., Mattson, K., M. E., Mazzacane, Mazzanti, A., Mcfarland, P., K. S., Mcintyre, Mcnulty, P., Mehta, R., Mehtala, A., Mesropian, P., Miao, C., Mietlicki, T., Mitra, D., Miyake, A., Moed, H., Moggi, S., Mondragon, N., M. N., Moon, C. S., Moore, Morello, R., M. J., Morlock, Movilla, Fernandez, Mukherjee, P., Muller, A., Murat, T., Mussini, P., Nachtman, M., Nagai, J., Naganoma, Y., Nakano, J., Napier, I., Nett, A., Neu, J., Neubauer, C., M. S., Nielsen, Nodulman, J., Noh, L., S. Y., Norniella, Oakes, O., Oh, L., S. H., Oh, Y. D., Oksuzian, Okusawa, I., Orava, T., Ortolan, R., Pagan, Griso, Pagliarone, S., Palencia, C., Papadimitriou, E., Paramonov, V., A. A., Patrick, Pauletta, J., Paulini, G., Paus, M., Pellett, C., D. E., Penzo, Phillips, A., T. J., Piacentino, Pianori, G., Pilot, E., Pitts, J., Plager, K., Pondrom, C., Poprocki, L., Potamianos, S., Prokoshin, K., Pranko, F., Ptohos, A., Punzi, Giovanni, Rahaman, G., Ramakrishnan, A., Ranjan, V., Redondo, N., Renton, I., Rescigno, P., Riddick, M., Rimondi, T., Ristori, F., Robson, L., Rodrigo, A., Rodriguez, T., Rogers, T., Rolli, E., Roser, S., Ruffini, R., Ruiz, F., Russ, A., Rusu, J., Safonov, V., Sakumoto, A., W. 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C., Yun, A., Zanetti, Y., Zeng, C., Zhou, S., Zucchelli, B. c., Alvarez, A. c., Anastassov, J. c., Anto, J., Appel, T. c., Ct, V., Barne, B., Barnett, P. a., Barria, P. c., Barto, M. a., Bauce, G. a., Bellettini, D. a., Bisello, K., Bland, L. g., Brigliadori, H., Budd, G. a., Busetto, A. b., Cx, F. p., Canelli, S. b., Carrillo, B. b., Casal, A. g., Castro, A. b., Cerri, L. c., Cerrito, Y., Chen, K. c., Ct, W., Chung, Y., Chung, M. a., Ciocci, G. a., Compostella, M., Convery, C., Cox, D., Cox, F. a., Crescioli, J. c., Cueva, N. c., D'Ascenzo, M. a., Dell'Orso, M. a., D'Errico, A. a., Di, J., Dittmann, S. a., Donati, Dorigo, Mirco, N. c., Ershaidat, J., Fernandez, G. c., Flanagan, M., Frank, J., Freeman, J., Garcia, A., Garfinkel, P. a., Garosi, C., Ginsburg, O., González, A., Goshaw, R. b., Group, S., Hahn, J., Han, R., Harr, W. b., Hopkin, R., Hughe, N. b., Cx, M. b., Iori, A. c., Ivanov, E. c., Ct, S., Jun, T., Junk, T. b., C, P., Karchin, Y. c., Kato, D. c., Ct, H. c., Ct, J. c., Ct, M., Kim, S. c., Ct, S., Kim, Y., Kim, Y. c., Ct, A., Kotwal, V. b., Krutelyov, A., Laasanen, R., Lander, K. c., Lannon, G. a., Latino, H. c., Lee, S. c., Lee, S. a., Leo, J., Lewi, A. c., Limosani, C., Lin, D., Litvintsev, D. a., Lucchesi, R. b., Cr, P. a., Maestro, G. b., Manca, M., Martínez, M., Mattson, K., Mcfarland, R. b., Mcnulty, M. b., Mondragon, C. c., Ct, M. a., Morello, M. g., Mussini, J. c., Nachtman, M., Neubauer, J. b., Nielsen, S., Oh, S. a., Pagan, E. b., Palencia, A., Paramonov, G. b., Pauletta, D., Pellett, T., Phillip, S. b., Poprocki, F. c., Prokoshin, F. b., Ptoho, G. a., Punzi, F. g., Rimondi, L. a., Ristori, S. b., Rolli, F. a., Ruffini, W., Sakumoto, L. b., Santi, V. c., Saveliev, A. c., Savoy Navarro, E., Schmidt, A. a., Scribano, F. a., Sforza, S., Shalhout, P., Shepard, M. c., Shimojima, P. b., Cx, J., Smith, F., Snider, P. a., Squillacioti, B. b., Cx, O. b., Cx, D. c., Stentz, G., Strycker, P., Teng, J. b., Thom, G., Thompson, S. c., Tokar, M. a., Trovato, F. b., Vázquez, J., Vizán, R., Wagner, S., Wang, W., Wester, D. b., Whiteson, A., Wicklund, H., William, J., Wilson, B., Winer, P. b., Wittich, U. c., Yang, W., Yao, G., Yeh, K. c., Yi, T. b., Yoshida, G., Yu, I. c., Ct, S., Yu, J., Yun, S. g., Zucchelli, T. Aaltonen, B. Álvarez González, S. Amerio, D. Amidei, A. Anastassov, A. Annovi, J. Anto, G. Apollinari, J. Appel, T. Arisawa, A. Artikov, J. Asaadi, W. Ashmanska, B. Auerbach, A. Aurisano, F. Azfar, W. Badgett, T. Bae, A. Barbaro-Galtieri, V. Barne, B. Barnett, P. Barria, P. Barto, M. Bauce, F. Bedeschi, S. Behari, G. Bellettini, J. Bellinger, D. Benjamin, A. Beretva, A. Bhatti, D. Bisello, I. Bizjak, K. Bland, B. Blumenfeld, A. Bocci, A. Bodek, D. Bortoletto, J. Boudreau, A. Boveia, L. Brigliadori, C. Bromberg, E. Brucken, J. Budagov, H. Budd, K. Burkett, G. Busetto, P. Bussey, A. Buzatu, A. Calamba, C. Calancha, S. Camarda, M. Campanelli, M. Campbell, F. Canelli, B. Carl, D. Carlsmith, R. Carosi, S. Carrillo, S. Carron, B. Casal, M. Casarsa, A. Castro, P. Catastini, D. Cauz, V. Cavaliere, M. Cavalli-Sforza, A. Cerri, L. Cerrito, Y. Chen, M. Chertok, G. Chiarelli, G. Chlachidze, F. Chlebana, K. Cho, D. Chokheli, W. Chung, Y. Chung, M. Ciocci, A. Clark, C. Clarke, G. Compostella, M. Convery, J. Conway, M. Corbo, M. Cordelli, C. Cox, D. Cox, F. Crescioli, J. Cueva, R. Culbertson, D. Dagenhart, N. d’Ascenzo, M. Datta, P. de Barbaro, M. Dell’Orso, L. Demortier, M. Deninno, F. Devoto, M. d’Errico, A. Di Canto, B. Di Ruzza, J. Dittmann, M. D’Onofrio, S. Donati, P. Dong, M. Dorigo, T. Dorigo, K. Ebina, A. Elagin, A. Eppig, R. Erbacher, S. Errede, N. Ershaidat, R. Eusebi, S. Farrington, M. Feindt, J. Fernandez, R. Field, G. Flanagan, R. Forrest, M. Frank, M. Franklin, J. Freeman, Y. Funakoshi, I. Furic, M. Gallinaro, J. Garcia, A. Garfinkel, P. Garosi, H. Gerberich, E. Gerchtein, S. Giagu, V. Giakoumopoulou, P. Giannetti, K. Gibson, C. Ginsburg, N. Giokari, P. Giromini, G. Giurgiu, V. Glagolev, D. Glenzinski, M. Gold, D. Goldin, N. Goldschmidt, A. Golossanov, G. Gomez, G. Gomez-Ceballo, M. Goncharov, O. González, I. Gorelov, A. Goshaw, K. Gouliano, L. Grillo, S. Grinstein, C. Grosso-Pilcher, R. Group, J. Guimaraes da Costa, S. Hahn, E. Halkiadaki, A. Hamaguchi, J. Han, F. Happacher, K. Hara, D. Hare, M. Hare, R. Harr, K. Hatakeyama, C. Hay, M. Heck, J. Heinrich, M. Herndon, S. Hewamanage, A. Hocker, W. Hopkin, D. Horn, S. Hou, R. Hughe, M. Hurwitz, U. Husemann, N. Hussain, M. Hussein, J. Huston, G. Introzzi, M. Iori, A. Ivanov, E. Jame, D. Jang, B. Jayatilaka, E. Jeon, S. Jindariani, M. Jone, K. Joo, S. Jun, T. Junk, T. Kamon, P. Karchin, A. Kasmi, Y. Kato, W. Ketchum, J. Keung, V. Khotilovich, B. Kilminster, D. Kim, H. Kim, J. Kim, M. Kim, S. Kim, Y. Kim, N. Kimura, M. Kirby, S. Klimenko, K. Knoepfel, K. Kondo, D. Kong, J. Konigsberg, A. Kotwal, M. Krep, J. Kroll, D. Krop, M. Kruse, V. Krutelyov, T. Kuhr, M. Kurata, S. Kwang, A. Laasanen, S. Lami, S. Lammel, M. Lancaster, R. Lander, K. Lannon, A. Lath, G. Latino, T. LeCompte, E. Lee, H. Lee, J. Lee, S. Lee, S. Leo, S. Leone, J. Lewi, A. Limosani, C.-J. Lin, M. Lindgren, E. Lipele, A. Lister, D. Litvintsev, C. Liu, H. Liu, Q. Liu, T. Liu, S. Lockwitz, A. Loginov, D. Lucchesi, J. Lueck, P. Lujan, P. Luken, G. Lungu, J. Ly, R. Lysak, R. Madrak, K. Maeshima, P. Maestro, S. Malik, G. Manca, A. Manousakis-Katsikaki, F. Margaroli, C. Marino, M. Martínez, P. Mastrandrea, K. Matera, M. Mattson, A. Mazzacane, P. Mazzanti, K. McFarland, P. McIntyre, R. McNulty, A. Mehta, P. Mehtala, C. Mesropian, T. Miao, D. Mietlicki, A. Mitra, H. Miyake, S. Moed, N. Moggi, M. Mondragon, C. Moon, R. Moore, M. Morello, J. Morlock, P. Movilla Fernandez, A. Mukherjee, Th. Muller, P. Murat, M. Mussini, J. Nachtman, Y. Nagai, J. Naganoma, I. Nakano, A. Napier, J. Nett, C. Neu, M. Neubauer, J. Nielsen, L. Nodulman, S. Noh, O. Norniella, L. Oake, S. Oh, Y. Oh, I. Oksuzian, T. Okusawa, R. Orava, L. Ortolan, S. Pagan Griso, C. Pagliarone, E. Palencia, V. Papadimitriou, A. Paramonov, J. Patrick, G. Pauletta, M. Paulini, C. Pau, D. Pellett, A. Penzo, T. Phillip, G. Piacentino, E. Pianori, J. Pilot, K. Pitt, C. Plager, L. Pondrom, S. Poprocki, K. Potamiano, F. Prokoshin, A. Pranko, F. Ptoho, G. Punzi, A. Rahaman, V. Ramakrishnan, N. Ranjan, I. Redondo, P. Renton, M. Rescigno, T. Riddick, F. Rimondi, L. Ristori, A. Robson, T. Rodrigo, T. Rodriguez, E. Roger, S. Rolli, R. Roser, F. Ruffini, A. Ruiz, J. Ru, V. Rusu, A. Safonov, W. Sakumoto, Y. Sakurai, L. Santi, K. Sato, V. Saveliev, A. Savoy-Navarro, P. Schlabach, A. Schmidt, E. Schmidt, T. Schwarz, L. Scodellaro, A. Scribano, F. Scuri, S. Seidel, Y. Seiya, A. Semenov, F. Sforza, S. Shalhout, T. Shear, P. Shepard, M. Shimojima, M. Shochet, I. Shreyber-Tecker, A. Simonenko, P. Sinervo, K. Sliwa, J. Smith, F. Snider, A. Soha, V. Sorin, H. Song, P. Squillacioti, M. Stancari, R. St. Deni, B. Stelzer, O. Stelzer-Chilton, D. Stentz, J. Strologa, G. Strycker, Y. Sudo, A. Sukhanov, I. Suslov, K. Takemasa, Y. Takeuchi, J. Tang, M. Tecchio, P. Teng, J. Thom, J. Thome, G. Thompson, E. Thomson, D. Toback, S. Tokar, K. Tollefson, T. Tomura, D. Tonelli, S. Torre, D. Torretta, P. Totaro, M. Trovato, F. Ukegawa, S. Uozumi, A. Varganov, F. Vázquez, G. Velev, C. Vellidi, M. Vidal, I. Vila, R. Vilar, J. Vizán, M. Vogel, G. Volpi, P. Wagner, R. Wagner, T. Wakisaka, R. Wallny, S. Wang, A. Warburton, D. Water, W. Wester, D. Whiteson, A. Wicklund, E. Wicklund, S. Wilbur, F. Wick, H. William, J. Wilson, P. Wilson, B. Winer, P. Wittich, S. Wolber, H. Wolfe, T. Wright, X. Wu, Z. Wu, K. Yamamoto, D. Yamato, T. Yang, U. Yang, Y. Yang, W.-M. Yao, G. Yeh, K. Yi, J. Yoh, K. Yorita, T. Yoshida, G. Yu, I. Yu, S. Yu, J. Yun, A. Zanetti, Y. Zeng, C. Zhou, S. Zucchelli, and Universidad de Cantabria

Subjects
FERMILAB TEVATRON COLLIDER, Particle physics, CP-violating asymmetries, Meson, B physic, General Physics and Astronomy, FOS: Physical sciences, B physics, Angle distribution, Branching ratio, CDF experiments, CP violations, CP-violating asymmetries, Data sample, Fermilab Tevatron collider, Integrated luminosity, Longitudinal polarization, Vector meson, Longitudinal polarization, 7. Clean energy, 01 natural sciences, High Energy Physics - Experiment, Vector meson, Physics and Astronomy (all), High Energy Physics - Experiment (hep-ex), High Energy Physics - Phenomenology (hep-ph), Mixing (mathematics), Strange b mesons, Phase (matter), 0103 physical sciences, STRANGE QUARK, mixing, Bottom-Strange Meson Mixing Phase, proton antiproton collisions, 010306 general physics, TEVATRON, Nuclear Experiment, BOTTOM QUARK, Physics, Integrated luminosity, 010308 nuclear & particles physics, Branching ratio, High Energy Physics - Phenomenology, CDF experiments, CP violations, Full data, Content (measure theory), Angle distribution, CDF, Production (computer science), High Energy Physics::Experiment, Data sample
Abstract

We report a measurement of the bottom-strange meson mixing phase βs using the time evolution of Bs0→J/ψ(→μ+μ-)ϕ(→K+K-) decays in which the quark-flavor content of the bottom-strange meson is identified at production. This measurement uses the full data set of proton-antiproton collisions at s=1.96 TeV collected by the Collider Detector experiment at the Fermilab Tevatron, corresponding to 9.6 fb-1 of integrated luminosity. We report confidence regions in the two-dimensional space of βs and the Bs0 decay-width difference ΔΓs and measure βs∈[-π/2,-1.51]∪[-0.06,0.30]∪[1.26,π/2] at the 68% confidence level, in agreement with the standard model expectation. Assuming the standard model value of βs, we also determine ΔΓs=0.068±0.026(stat)±0.009(syst) ps-1 and the mean Bs0 lifetime τs=1.528±0.019(stat)±0.009(syst) ps, which are consistent and competitive with determinations by other experiments., This work was supported by the U.S. Department of Energy and National Science Foundation; the Italian Istituto Nazionale di Fisica Nucleare; the Ministry of Education, Culture, Sports, Science and Technology of Japan; the Natural Sciences and Engineering Research Council of Canada; the National Science Council of the Republic of China; the Swiss National Science Foundation; the A. P. Sloan Foundation; the Bundesministerium für Bildung und Forschung, Germany; the Korean World Class University Program, the National Research Foundation of Korea; the Science and Technology Facilities Council and the Royal Society, UK; the Russian Foundation for Basic Research; the Ministerio de Ciencia e Innovación, and Programa Consolider-Ingenio 2010, Spain; the Slovak R&D Agency; the Academy of Finland; and the Australian Research Council (ARC).

Published
2012

12. Market microstructure, bank's behaviour and interbank spreads

Author

Gabbi, G., Germano, G., Hatzopoulos, V., Iori, G., and Politi, M.

Subjects
HB
Abstract

We present an empirical analysis of the European electronic interbank market of overnight lending (e-MID) during the years 1999–2009. The main goal of the paper is to explain the observed changes of the cross-sectional dispersion of lending/borrowing conditions before, during and after the 2007–2008 subprime crisis. Unlike previous contributions, that focused on banks’ dependent and macro information as explanatory variables, we address the role of banks’ behaviour and market microstructure as determinants of the credit spreads.

Published
2012

13. Herding effects in order driven markets: The rise and fall of gurus

Author

Iori, G. and Tedeschi, G.

Subjects
HB
Abstract

We introduce an order driver market model with heterogeneous traders that imitate each other on a dynamic network structure. The communication structure evolves endogenously via a fitness mechanism based on agents performance. We assess under which assumptions imitation, among otherway noise traders, can give rise to the emergence of gurus and their rise and fall in popularity over time. We study the wealth distribution of gurus, followers and non followers and show that traders have an incentive to imitate and to be imitated since herding turns out to be profitable.

Published
2010

14. An Analysis of Settlement Risk Contagion in Alternative Securities Settlement Architecture

Author

Iori, G. and Deissenberg, C.

Subjects
HB
Abstract

This paper compares the so-called gross and net architectures for securities settlement. It studies the settlement risk arising from exogenous operational delays and compares the importance of settlement failures under the two architectures, as a function of the length of the settlement cycle and of different market conditions. Under both architectures, settlement failures are non-monotonically related to the length of settlement cycle. There is no evidence that continuous time settlement provides always higher stability. Gross systems appear to be more stable than net systems.

Published
2008

15. The Impact of Heterogeneous Trading Rules on the Limit Order Book and Order Flows

Author

Chiarella, C., Iori, G., and Perello, J.

Subjects
HB
Abstract

In this paper we develop a model of an order-driven market where traders set bids and asks and post market or limit orders according to exogenously fixed rules. Agents are assumed to have three components to the expectation of future asset returns, namely-fundamentalist, chartist and noise trader. Furthermore agents differ in the characteristics describing these components, such as time horizon, risk aversion and the weights given to the various components. The model developed here extends a great deal of earlier literature in that the order submissions of agents are determined by utility maximisation, rather than the mechanical unit order size that is commonly assumed. In this way the order flow is better related to the ongoing evolution of the market. For the given market structure we analyze the impact of the three components of the trading strategies on the statistical properties of prices and order flows and observe that it is the chartist strategy that is mainly responsible of the fat tails and clustering in the artificial price data generated by the model. The paper provides further evidence that large price changes are likely to be generated by the presence of large gaps in the book.

Published
2008

23. Real-world options: smile and residual risk

Author

Bouchaud, J-P., Iori, G., and Sornette, D.

Subjects
HD61, Condensed Matter (cond-mat), FOS: Physical sciences, Condensed Matter
Abstract

We present a theory of option pricing and hedging, designed to address non-perfect arbitrage, market friction and the presence of `fat' tails. An implied volatility `smile' is predicted. We give precise estimates of the residual risk associated with optimal (but imperfect) hedging., Comment: 11 pages,Latex, 5 figures (appended as uuencoded compressed tar -file)

Published
1995
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24. Why do financial markets asymmetrically smile? A simple formula in the multi-factor Heston model

Author

Recchioni, M. C., Tedeschi, G., Ouellette, M. S., and Iori, G.

Subjects
HG
Abstract

A simple approach to determining the Gaussian kernel that constitutes the backbone of the multi-factor Heston model is proposed based on a suitable expansion in powers of volatilities of volatilities. This analysis provides Black-Scholes-like formulas for pricing European vanilla options, allowing for accurate approximations of the option prices under the multi-factor Heston model up to volatilities of volatilities on the order of 50%. The analysis also leads to a simple formula for the implied volatility showing that changes in the convexity of the volatility smile are due only to price skewness, and an easy formula to reproduce volatility indices via the realized volatility. Interestingly, the variance of the Gaussian kernel is equal to the variance of the continuously compounded return in the case of the Heston model. The empirical analyses presented assess the potential of our approach to capture market distortions while adequately forecasting the dynamics of the VIX index.

26. Multisocieties position paper: Microbiological surveillance on flexible endoscopes

Author

Rita Conigliaro, Luca Rodella, Milena Bezziccheri, Maria Teresa De Caprio, Francesco Bortoluzzi, Giuseppe Failla, Raffaele Manta, Paolo Montalto, Rocco Maurizio Zagari, Gianpaolo Cengia, Costanza Bertoni, Giancarlo Spinzi, Marco Soncini, Marcello Meledandri, Michele Fighera, Emmanuele Sergio, Angelo Pan, Roberto Vassallo, Tommaso Risitano, Erminio Capezzuto, Caterina Marino, Antonio Mancini, Marina Pisegna Cerone, Teresa Iannone, Beatrice Casini, Salvatore Casarano, Angela Minenna, Gaetano Privitera, Francesca Galeazzi, Giulio Petrocelli, Paola Da Massa Carrara, Fabio Roseto, Alessandra Guarini, Angelo Zullo, Andrea Toccaceli, Benedetta Tuvo, Maurizio Giacomini, Antonio Pisani, Monica Cimbro, Agostino Inglese, Bastianello Germanà, Maria Majori, Adriano Vaghi, Luigi Schiffino, Ada Giampà, Dalia Palmieri, Fabio Ferraiolo, Antonella Giaquinto, Monia Valdinoci, Cesarina Curti, Paolo Usai Satta, Benedetta Colombo, Sergio Segato, Raffaele Sinopoli, Luigi Pasquale, Fabio Monica, Cinzia Rivara, Luigi Lazzari Agli, Antonietta Lamazza, Enrico Ciliberto, Annibale Raglio, Giorgio Iori, A. Maurano, Emanuele Marciano, Casini B., Pan A., Guarini A., Rivara C., Zullo A., Monica F., Cimbro M., Casarano S., Inglese A., Vaghi A., Schiffino L., Capezzuto E., Da Massa Carrara P., Pasquale L., Bertoni C., Curti C., Giacomini M., Meledandri M., Palmieri D., Privitera G., Raglio A., Tuvo B., Colombo B., Iannone T., Iori G., Giaquinto A., Minenna A., Petrocelli G., Valdinoci M., Bortoluzzi F., Galeazzi F., Manta R., Montalto P., Segato S., Soncini M., Satta P.U., Vassallo R., Ferraiolo F., Roseto F., Bezziccheri M., Fighera M., Giampa A., Mancini A., Marino C., Cerone M.P., Risitano T., Sergio E., Sinopoli R., De Caprio M.T., Failla G., Agli L.L., Majori M., Toccaceli A., Marciano E., Maurano A., Rodella L., Cengia G., Ciliberto E., Conigliaro R., Germana B., Lamazza A., Pisani A., Zagari R.M., and Spinzi G.

Subjects
Cross Infection, Safety Management, Hepatology, business.industry, Gastroenterology, Microbiological surveillance, Endoscopes, Gastrointestinal, Endoscope, Infection, Reprocessing, Risk analysis (engineering), Position paper, Medicine, Equipment Contamination, Humans, Relevance (information retrieval), business
Abstract

Transmission with endoscopes, particularly duodenoscope, of potential lethal infections prompted different scientific societies to deliver recommendations aimed reducing this risk. Some International societies extended recommendations on microbial surveillance to all the endoscopes and devices used in the reprocessing procedure. Considering the relevance of the topic, 8 Italian scientific societies of physicians, nurses and technical operators prepared a concerted document taking into account Institutional advisories and facilities in Italy. The rules for a correct microbial surveillance on endoscopes were detailed in term of what, how and when to perform the procedure, also suggesting behaviors in case of contamination.

Published
2021

27. Quantifying preferential trading in the e-MID interbank market

Author

Michele Tumminello, Rosario N. Mantegna, V. Hatzopoulos, Giulia Iori, Salvatore Miccichè, Hatzopoulos, V, Iori, G, Mantegna, RN, Micciche', S, and Tumminello, M

Subjects
Preferential link, Statistically validated networks, Financial economics, Monetary economics, computer.software_genre, Liquidity risk, HJ, Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin), Market liquidity, Interbank market, Order (exchange), Financial crisis, Economics, Dark liquidity, Interbank rate, Interbank lending market, High-frequency trading, Algorithmic trading, General Economics, Econometrics and Finance, computer, Finance
Abstract

Interbank markets allow credit institutions to exchange capital for purposes of liquidity management. These markets are among the most liquid markets in the financial system. However, liquidity of interbank markets dropped during the 2007-2008 financial crisis, and such a lack of liquidity influenced the entire economic system. In this paper, we analyze transaction data from the e-MID market which is the only electronic interbank market in the Euro Area and US, over a period of eleven years (1999-2009). We adapt a method developed to detect statistically validated links in a network, in order to reveal preferential trading in a directed network. Preferential trading between banks is detected by comparing empirically observed trading relationships with a null hypothesis that assumes random trading among banks doing a heterogeneous number of transactions. Preferential trading patterns are revealed at time windows of 3-maintenance periods. We show that preferential trading is observed throughout the whole period of analysis and that the number of preferential trading links does not show any significant trend in time, in spite of a decreasing trend in the number of pairs of banks making transactions. We observe that preferential trading connections typically involve large trading volumes. During the crisis, we also observe that transactions occurring between banks with a preferential connection occur at larger interest rates than the complement set - an effect that is not observed before the crisis.

Published
2014
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28. Networked relationships in the e-MID Interbank market: A trading model with memory

Author

Rosario N. Mantegna, Salvatore Miccichè, Michele Tumminello, James Porter, Giulia Iori, Luca Marotta, Iori, G, Mantegna RN, Marotta L, Micciche' S, Porter J, and Tumminello M

Subjects
Economics and Econometrics, Control and Optimization, Computer science, HB, Java/Mason, Microeconomics, FOS: Economics and business, Interbank market, Order (exchange), Statistically validated network, Econometrics, Economics, Network formation, Proxy (statistics), Structure (mathematical logic), Statistical Finance (q-fin.ST), Applied Mathematics, Quantitative Finance - Statistical Finance, Liquidity risk, Variety (cybernetics), Core (game theory), Reciprocity (network science), Interbank lending market, Quantitative Finance - General Finance, General Finance (q-fin.GN)
Abstract

Interbank markets are fundamental for bank liquidity management. In this paper, we introduce a model of interbank trading with memory. Our model reproduces features of preferential trading patterns in the e-MID market recently empirically observed through the method of statistically validated networks. The memory mechanism is used to introduce a proxy of trust in the model. The key idea is that a lender, having lent many times to a borrower in the past, is more likely to lend to that borrower again in the future than to other borrowers, with which the lender has never (or has in- frequently) interacted. The core of the model depends on only one parameter representing the initial attractiveness of all the banks as borrowers. Model outcomes and real data are compared through a variety of measures that describe the structure and properties of trading networks, including number of statistically validated links, bidirectional links, and 3-motifs. Refinements of the pairing method are also proposed, in order to capture finite memory and reciprocity in the model. The model is implemented within the Mason framework in Java., Comment: 37 pages, 10 figures

Published
2014
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