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Acciaio, Beatrice, Veraguas, Julio Backhoff and Jia, Junchao (2021) Cournot-Nash equilibrium and optimal transport in a dynamic setting. SIAM Journal on Control and Optimization, 59 (3). 2273 - 2300. ISSN 0363-0129
Arouca, Murilo Guerreiro, Neves, Isa Beatriz Da Cruz, Barreto, Marcos Ennes 
ORCID: 0000-0002-7818-1855, Cruz, Carlos Daniel Santana and Brito, Ricardo Lustosa
(2021)
Gamification frameworks and models for health contexts: an integrative review.
International Journal for Innovation Education and Research, 9 (9).
374 - 386.
ISSN 2411-3123
Atkinson, Anthony C., Riani, Marco and Corbellini, Aldo (2021) The box-cox transformation: review and extensions. Statistical Science, 36 (2). 239 - 255. ISSN 0883-4237
Blaser, Rico and Fryzlewicz, Piotr ORCID: 0000-0002-9676-902X
(2021)
Regularizing axis-aligned ensembles via data rotations that favor simpler learners.
Statistics and Computing, 31 (2).
ISSN 0960-3174
Burchardt, Tania ORCID: 0000-0003-4822-4954, Steele, Fiona ORCID: 0000-0001-6417-7444, Grundy, Emily ORCID: 0000-0002-9633-1116, Karagiannaki, Eleni ORCID: 0000-0003-3648-9242, Kuha, Jouni ORCID: 0000-0002-1156-8465, Moustaki, Irini ORCID: 0000-0001-8371-1251, Skinner, Chris, Zhang, Nina and Zhang, Siliang ORCID: 0000-0002-2641-4944
(2021)
Welfare within families beyond households: intergenerational exchanges of practical and financial support in the UK.
LSE Public Policy Review, 2 (1).
ISSN 2633-4046
Bynum, Lucius, Loftus, Joshua ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia
(2021)
Disaggregated interventions to reduce inequality.
In:
Proceedings of 2021 ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, EAAMO 2021.
ACM International Conference Proceeding Series.
Association for Computing Machinery, New York, NY.
ISBN 9781450385534
Cai, Hengrui, Shi, Chengchun ORCID: 0000-0001-7773-2099, Song, Rui and Lu, Wenbin
(2021)
Deep jump learning for off-policy evaluation in continuous treatment settings.
In:
Proceedings of the 35th Conference on Neural Information Processing Systems.
UNSPECIFIED.
Calmon, Wilson, Ferioli, Eduardo, Lettieri, Davi, Soares, Johann and Pizzinga, Adrian (2021) An Extensive Comparison of Some Well-Established Value at Risk Methods. International Statistical Review, 89 (1). pp. 148-166. ISSN 0306-7734
Camerlenghi, Federico, Favaro, Stefano, Naulet, Zacharie and Panero, Francesca ORCID: 0000-0002-8287-163X
(2021)
Optimal disclosure risk assessment.
Annals of Statistics, 49 (2).
723 - 744.
ISSN 0090-5364
Campi, Luciano, Ghio, Maddalena and Livieri, Giulia ORCID: 0000-0002-3777-7329
(2021)
N-Player games and mean-field games with smooth dependence on past absorptions.
Annales de l'institut Henri Poincare (B) Probability and Statistics, 57 (4).
pp. 1901-1939.
ISSN 0246-0203
Cetin, Umut ORCID: 0000-0001-8905-853X and Danilova, Albina ORCID: 0009-0001-4264-3798
(2021)
On pricing rules and optimal strategies in general Kyle-Back models.
SIAM Journal on Control and Optimization, 59 (5).
3973 – 3998.
ISSN 0363-0129
Chamakh, Linda and Szabo, Zoltan ORCID: 0000-0001-6183-7603
(2021)
Kernel minimum divergence portfolios.
.
arXiv.
(Submitted)
Chapman, C. J. and Wynn, H. P. ORCID: 0000-0002-6448-1080
(2021)
Fractional power series and the method of dominant balances.
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 477 (2246).
ISSN 1364-5021
Chen, Wendong, Cheng, Long, Chen, Xuewu, Chen, Jingxu and Cao, Mengqiu (2021) Measuring accessibility to health care services for older bus passengers: a finer spatial resolution. Journal of Transport Geography, 93. ISSN 0966-6923
Chen, Yunxiao ORCID: 0000-0002-7215-2324, Ying, Zhiliang and Zhang, Haoran
(2021)
Unfolding-model-based visualization: theory, method and applications.
Journal of Machine Learning Research, 22.
pp. 1-51.
ISSN 1532-4435
Chen, Zezhun, Dassios, Angelos ORCID: 0000-0002-3968-2366, Kuan, Valerie, Lim, Jia Wei, Qu, Yan, Surya, Budhi and Zhao, Hongbiao
(2021)
A two-phase dynamic contagion model for COVID-19.
Results in Physics, 26.
ISSN 2211-3797
Cheng, Long, Shi, Kunbo, De Vos, Jonas, Cao, Mengqiu and Witlox, Frank (2021) Examining the spatially heterogeneous effects of the built environment on walking among older adults. Transport Policy, 100. 21 - 30. ISSN 0967-070X
Dassios, Angelos ORCID: 0000-0002-3968-2366 and Zhang, Junyi
(2021)
Exact simulation of two-parameter Poisson-Dirichlet random variables.
Electronic Journal of Probability, 26.
ISSN 1083-6489
Duarte, Belmiro P.M., Atkinson, Anthony C., Granjo, Jose F.O and Oliveira, Nuno M.C (2021) A model-based framework assisting the design of vapor-liquid equilibrium experimental plans. Computers and Chemical Engineering, 145. ISSN 0098-1354
Duarte, Belmiro P.M., Atkinson, Anthony C., Granjo, José F.O. and Oliveira, Nuno M.C. (2021) Optimal design of mixture experiments for general blending models. Chemometrics and Intelligent Laboratory Systems, 217. ISSN 0169-7439
Duarte, Belmiro P.M., Atkinson, Anthony C. and Oliveira, Nuno M.C (2021) Optimal experimental design for linear time invariant state–space models. Statistics and Computing, 31 (4). ISSN 0960-3174
Favaro, Stefano, Panero, Francesca ORCID: 0000-0002-8287-163X and Rigon, Tommaso
(2021)
Bayesian nonparametric disclosure risk assessment.
Electronic Journal of Statistics, 15 (2).
5626 - 5651.
ISSN 1935-7524
Geminiani, Elena, Marra, Giampiero and Moustaki, Irini ORCID: 0000-0001-8371-1251
(2021)
Single and multiple-group penalized factor analysis: a trust-region algorithm approach with integrated automatic multiple tuning parameter selection.
Psychometrika, 86 (1).
65 - 95.
ISSN 0033-3123
Guastadisegni, Lucia, Cagnone, Silvia, Moustaki, Irini ORCID: 0000-0001-8371-1251 and Vasdekis, Vassilis
(2021)
The asymptotic power of the Lagrange multiplier tests for misspecified IRT models.
In: Wiberg, Marie, Molenaar, Dylan, González, Jorge, Böckenholt, Ulf and Kim, Jee-Seon, (eds.)
Quantitative Psychology: The 85th Annual Meeting of the Psychometric Society, Virtual.
Springer Proceedings in Mathematics and Statistics.
Springer Berlin / Heidelberg, Virtual, Online, 275 - 284.
ISBN 9783030747718
Haimovich, Daniel, Karamshuk, Dima, Leeper, Thomas J., Riabenko, Evgeniy and Vojnovic, Milan ORCID: 0000-0003-1382-022X
(2021)
Popularity prediction for social media over arbitrary time horizons.
Proceedings of the VLDB Endowment, 15 (4).
841 - 849.
ISSN 2150-8097
Kardaras, Constantinos ORCID: 0000-0001-6903-4506 and Robertson, Scott
(2021)
Ergodic robust maximization of asymptotic growth.
Annals of Applied Probability, 31 (4).
pp. 1787-1819.
ISSN 1050-5164
Koukounari, Artemis, Md Jamil, Haziq, Erosheva, Elena, Shiff, Clive and Moustaki, Irini ORCID: 0000-0001-8371-1251
(2021)
Latent class analysis: insights about design and analysis of schistosomiasis diagnostic studies.
PLoS Neglected Tropical Diseases, 15 (2).
ISSN 1935-2727
Kuha, Jouni ORCID: 0000-0002-1156-8465, Bukodi, Erzsébet and Goldthorpe, John H.
(2021)
Mediation analysis for associations of categorical variables: the role of education in social class mobility in Britain.
Annals of Applied Statistics.
ISSN 1932-6157
Lambert, Alex, Parekh, Sanjeel, Szabo, Zoltan ORCID: 0000-0001-6183-7603 and d'Alché-Buc, Florence
(2021)
Continuous emotion transfer using kernels.
In: Controllable Generative Modeling in Language and Vision: CtrlGen Workshop at NeurIPS 2021, 2021-12-13, Online.
Lee, Dabeen and Vojnovic, Milan ORCID: 0000-0003-1382-022X
(2021)
Scheduling jobs with stochastic holding costs.
In: Ranzato, Marc'Aurelio, Beygelzimer, Alina, Dauphin, Yann, Liang, Percy S. and Wortman Vaughan, Jenn, (eds.)
Advances in Neural Information Processing Systems 34.
Advances in Neural Information Processing Systems.
Neural Information Processing Systems Foundation, pp. 19375-19384.
ISBN 9781713845393
Li, Xiaoou, Chen, Yunxiao ORCID: 0000-0002-7215-2324, Chen, Xi, Liu, Jingchen and Ying, Zhiliang
(2021)
Optimal stopping and worker selection in crowdsourcing: an adaptive sequential probability ratio test framework.
Statistica Sinica, 31 (1).
519 - 546.
ISSN 1017-0405
Ling, Yantao, Xia, Senmao, Cao, Mengqiu, He, Kerun, Lim, Ming K., Sukumar, Arun, Yi, Huiyong and Qian, Xiaoduo (2021) Carbon emissions in China's thermal electricity and heating industry: an input-output structural decomposition analysis. Journal of Cleaner Production, 329. ISSN 0959-6526
Makariou, Despoina ORCID: 0000-0002-9001-2122, Barrieu, Pauline ORCID: 0000-0001-9473-263X and Chen, Yining ORCID: 0000-0003-1697-1920
(2021)
A random forest based approach for predicting spreads in the primary catastrophe bond market.
Insurance: Mathematics and Economics, 101.
140 - 162.
ISSN 0167-6687
Makariou, Despoina ORCID: 0000-0002-9001-2122, Barrieu, Pauline ORCID: 0000-0001-9473-263X and Tzougas, George
(2021)
A finite mixture modelling perspective for combining experts’ opinions with an application to quantile-based risk measures.
Risks, 9 (6).
ISSN 2227-9091
Pascual-Ortigosa, Patricia, Saénz-De-Cabezón, Eduardo and Wynn, Henry P. ORCID: 0000-0002-6448-1080
(2021)
Algebraic reliability of multi-state k-out-of-n systems.
Probability in the Engineering and Informational Sciences, 35 (4).
903 - 927.
ISSN 0269-9648
Petropoulou, Maria, Salanti, Georgia, Rücker, Gerta, Schwarzer, Guido, Moustaki, Irini ORCID: 0000-0001-8371-1251 and Mavridis, Dimitris
(2021)
A forward search algorithm for detecting extreme study effects in network meta-analysis.
Statistics in Medicine, 40 (25).
5642 - 5656.
ISSN 0277-6715
Qu, Yan, Dassios, Angelos ORCID: 0000-0002-3968-2366 and Zhao, Hongbiao
(2021)
Exact simulation of Ornstein-Uhlenbeck tempered stable processes.
Journal of Applied Probability, 58 (2).
347 - 371.
ISSN 0021-9002
Qu, Yan, Dassios, Angelos ORCID: 0000-0002-3968-2366 and Zhao, Hongbiao
(2021)
Random variate generation for exponential and gamma tilted stable distributions.
ACM Transactions on Modeling and Computer Simulation, 31 (4).
ISSN 1049-3301
Raj, Ashok S., Cobain, Charlotte, Abbott, Tom E.F. and Cron, Nicholas ORCID: 0000-0001-9591-2210
(2021)
Abstinence from alcohol consumption and exercise capacity: a pre and post intervention cohort study.
Journal of Perioperative Practice, 31 (3).
pp. 89-95.
ISSN 1750-4589
Sentenac, Flore, Yi, Jialin, Calauzènes, Clément, Perchet, Vianney and Vojnovic, Milan ORCID: 0000-0003-1382-022X
(2021)
Pure exploration and regret minimization in matching bandits.
In:
Proceedings of the 38th International Conference on Machine Learning.
Proceedings of Machine Learning Research,139.
Journal of Machine Learning Research, pp. 9434-9442.
Shi, Chengchun ORCID: 0000-0001-7773-2099, Luo, Shikai, Zhu, Hongtu and Song, Rui
(2021)
An online sequential test for qualitative treatment effects.
Journal of Machine Learning Research, 22.
ISSN 1532-4435
Shi, Chengchun ORCID: 0000-0001-7773-2099, Song, R and Lu, W
(2021)
Concordance and value information criteria for optimal treatment decision.
Annals of Statistics, 49 (1).
49 - 75.
ISSN 0090-5364
Shi, Chengchun ORCID: 0000-0001-7773-2099, Wan, Runzhe, Chernozhukov, Victor and Song, Rui
(2021)
Deeply-debiased off-policy interval estimation.
In: International Conference on Machine Learning, 2021-07-18 - 2021-07-24, Online.
(In Press)
Shi, Chengchun ORCID: 0000-0001-7773-2099, Xu, Tianlin, Bergsma, Wicher ORCID: 0000-0002-2422-2359 and Li, Lexin
(2021)
Double generative adversarial networks for conditional independence testing.
Journal of Machine Learning Research.
ISSN 1532-4435
Steele, Fiona ORCID: 0000-0001-6417-7444 and Grundy, Emily ORCID: 0000-0002-9633-1116
(2021)
Random effects dynamic panel models for unequally-spaced multivariate categorical repeated measures: an application to child-parent exchanges of support.
Journal of the Royal Statistical Society. Series C: Applied Statistics, 70 (1).
3 - 23.
ISSN 0035-9254
Swift, Antony, Cheng, Long, Loo, Becky P.Y., Cao, Mengqiu and Witlox, Frank (2021) Step-free railway station access in the UK: the value of inclusive design. European Transport Research Review, 13 (1). ISSN 1867-0717
Torti, Francesca, Corbellini, Aldo and Atkinson, Anthony C. (2021) fsdaSAS: a package for robust regression for very large datasets including the batch forward search. Stats, 4 (2). 327 – 347. ISSN 2571-905X
Tsokani, Sofia, Antoniou, Stavros A., Moustaki, Irini ORCID: 0000-0001-8371-1251, López-Cano, Manuel, Antoniou, George A., Flórez, Ivan D., Silecchia, Gianfranco, Markar, Sheraz, Stefanidis, Dimitrios, Zanninotto, Giovanni, Francis, Nader K., Hanna, George H., Morales-Conde, Salvador, Bonjer, Hendrik Jaap, Brouwers, Melissa C. and Mavridis, Dimitrios
(2021)
Guideline assessment project II: statistical calibration informed the development of an AGREE II extension for surgical guidelines.
Surgical Endoscopy, 35 (8).
4061 – 4068.
ISSN 0930-2794
Tzougas, George and Jeong, Himchan (2021) An expectation-maximization algorithm for the exponential-generalized inverse Gaussian regression model with varying dispersion and shape for modelling the aggregate claim amount. Risks, 9 (1). pp. 1-17. ISSN 2227-9091
Tzougas, George and Pignatelli di Cerchiara, Alice (2021) The multivariate mixed Negative Binomial regression model with an application to insurance a posteriori ratemaking. Insurance: Mathematics and Economics, 101. pp. 602-625. ISSN 0167-6687
Tzougas, George and di Cerchiara, Alice Pignatelli (2021) Bivariate mixed Poisson regression models with varying dispersion. North American Actuarial Journal. ISSN 1092-0277
Wan, Runzhe, Zhang, Sheng, Shi, Chengchun ORCID: 0000-0001-7773-2099, Luo, Shikai and Song, Rui
(2021)
Pattern transfer learning for reinforcement learning in order dispatching.
In: International Joint Conference on Artificial Intelligence, 2021-08-19 - 2021-08-26.
(In Press)
Wu, Meiling, Gao, Xing, Cao, Mengqiu, Papa, Enrica and Zhu, Xiaoxian (2021) The changes of intergovernmental collaboration dynamic in post-disaster destination management: network analysis. Journal of Hospitality and Tourism Management, 48. 32 - 45. ISSN 1447-6770
Xu, Xiuqin, Chen, Ying, Goude, Yannig and Yao, Qiwei ORCID: 0000-0003-2065-8486
(2021)
Day-ahead probabilistic forecasting for French half-hourly electricity loads and quantiles for curve-to-curve regression.
Applied Energy, 301.
ISSN 0306-2619
Yang, Ke, Loftus, Joshua R. ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia
(2021)
Causal intersectionality and fair ranking.
In: Ligett, Katrina and Gupta, Swati, (eds.)
2nd Symposium on Foundations of Responsible Computing, FORC 2021.
Leibniz International Proceedings in Informatics, LIPIcs.
Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Virtual, Online.
ISBN 9783959771870
Yang, Yilin, Cao, Mengqiu, Cheng, Long, Zhai, Keyu, Zhao, Xu and De Vos, Jonas (2021) Exploring the relationship between the COVID-19 pandemic and changes in travel behaviour: a qualitative study. Transportation Research Interdisciplinary Perspectives, 11. ISSN 2590-1982
Zhang, Yuerong, Marshall, Stephen, Cao, Mengqiu, Manley, Ed and Chen, Huanfa (2021) Discovering the evolution of urban structure using smart card data: the case of London. Cities, 112. ISSN 0264-2751
