Items where department is "Statistics"

University Structure (106206) LSE (106206) Academic Departments (62869) Statistics (1716)
Number of items: 66.
Article
  • Acciaio, Beatrice, Veraguas, Julio Backhoff, Jia, Junchao (2021). Cournot-Nash equilibrium and optimal transport in a dynamic setting. SIAM Journal on Control and Optimization, 59(3), 2273 - 2300. https://doi.org/10.1137/20M1321462
  • Arouca, Murilo Guerreiro, Neves, Isa Beatriz Da Cruz, Barreto, Marcos Ennes, Cruz, Carlos Daniel Santana, 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. https://doi.org/10.31686/ijier.vol9.iss9.3350 picture_as_pdf
  • Atkinson, Anthony C., Riani, Marco, Corbellini, Aldo (2021). The box-cox transformation: review and extensions. Statistical Science, 36(2), 239 - 255. https://doi.org/10.1214/20-STS778 picture_as_pdf
  • Blaser, Rico, Fryzlewicz, Piotr (2021). Regularizing axis-aligned ensembles via data rotations that favor simpler learners. Statistics and Computing, 31(2). https://doi.org/10.1007/s11222-020-09973-3 picture_as_pdf
  • Burchardt, Tania, Steele, Fiona, Grundy, Emily, Karagiannaki, Eleni, Kuha, Jouni, Moustaki, Irini, Skinner, Chris, Zhang, Nina, Zhang, Siliang (2021). Welfare within families beyond households: intergenerational exchanges of practical and financial support in the UK. LSE Public Policy Review, 2(1). https://doi.org/10.31389/lseppr.41 picture_as_pdf
  • Calmon, Wilson, Ferioli, Eduardo, Lettieri, Davi, Soares, Johann, Pizzinga, Adrian (2021). An Extensive Comparison of Some Well-Established Value at Risk Methods. International Statistical Review, 89(1), 148-166. https://doi.org/10.1111/insr.12393
  • Camerlenghi, Federico, Favaro, Stefano, Naulet, Zacharie, Panero, Francesca (2021). Optimal disclosure risk assessment. Annals of Statistics, 49(2), 723 - 744. https://doi.org/10.1214/20-AOS1975 picture_as_pdf
  • Campi, Luciano, Ghio, Maddalena, Livieri, Giulia (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), 1901-1939. https://doi.org/10.1214/20-AIHP1138
  • Cetin, Umut, Danilova, Albina (2021). On pricing rules and optimal strategies in general Kyle-Back models. SIAM Journal on Control and Optimization, 59(5), 3973 – 3998. https://doi.org/10.1137/20M1319267 picture_as_pdf
  • Chapman, C. J., Wynn, H. P. (2021). Fractional power series and the method of dominant balances. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 477(2246). https://doi.org/10.1098/rspa.2020.0646 picture_as_pdf
  • Chen, Wendong, Cheng, Long, Chen, Xuewu, Chen, Jingxu, Cao, Mengqiu (2021). Measuring accessibility to health care services for older bus passengers: a finer spatial resolution. Journal of Transport Geography, 93, https://doi.org/10.1016/j.jtrangeo.2021.103068 picture_as_pdf
  • Chen, Yunxiao, Ying, Zhiliang, Zhang, Haoran (2021). Unfolding-model-based visualization: theory, method and applications. Journal of Machine Learning Research, 22, 1-51. picture_as_pdf
  • Chen, Zezhun, Dassios, Angelos, Kuan, Valerie, Lim, Jia Wei, Qu, Yan, Surya, Budhi, Zhao, Hongbiao (2021). A two-phase dynamic contagion model for COVID-19. Results in Physics, 26, https://doi.org/10.1016/j.rinp.2021.104264 picture_as_pdf
  • Cheng, Long, Shi, Kunbo, De Vos, Jonas, Cao, Mengqiu, Witlox, Frank (2021). Examining the spatially heterogeneous effects of the built environment on walking among older adults. Transport Policy, 100, 21 - 30. https://doi.org/10.1016/j.tranpol.2020.10.004 picture_as_pdf
  • Dassios, Angelos, Zhang, Junyi (2021). Exact simulation of two-parameter Poisson-Dirichlet random variables. Electronic Journal of Probability, 26(0). https://doi.org/10.1214/20-EJP573 picture_as_pdf
  • Duarte, Belmiro P.M., Atkinson, Anthony C., Granjo, Jose F.O, Oliveira, Nuno M.C (2021). A model-based framework assisting the design of vapor-liquid equilibrium experimental plans. Computers and Chemical Engineering, 145, https://doi.org/10.1016/j.compchemeng.2020.107168 picture_as_pdf
  • Duarte, Belmiro P.M., Atkinson, Anthony C., Granjo, José F.O., Oliveira, Nuno M.C. (2021). Optimal design of mixture experiments for general blending models. Chemometrics and Intelligent Laboratory Systems, 217, https://doi.org/10.1016/j.chemolab.2021.104400 picture_as_pdf
  • Duarte, Belmiro P.M., Atkinson, Anthony C., Oliveira, Nuno M.C (2021). Optimal experimental design for linear time invariant state–space models. Statistics and Computing, 31(4). https://doi.org/10.1007/s11222-021-10020-y picture_as_pdf
  • Favaro, Stefano, Panero, Francesca, Rigon, Tommaso (2021). Bayesian nonparametric disclosure risk assessment. Electronic Journal of Statistics, 15(2), 5626 - 5651. https://doi.org/10.1214/21-EJS1933 picture_as_pdf
  • Geminiani, Elena, Marra, Giampiero, Moustaki, Irini (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. https://doi.org/10.1007/s11336-021-09751-8 picture_as_pdf
  • Haimovich, Daniel, Karamshuk, Dima, Leeper, Thomas J., Riabenko, Evgeniy, Vojnovic, Milan (2021). Popularity prediction for social media over arbitrary time horizons. Proceedings of the VLDB Endowment, 15(4), 841 - 849. https://doi.org/10.14778/3503585.3503593 picture_as_pdf
  • Kardaras, Constantinos, Robertson, Scott (2021). Ergodic robust maximization of asymptotic growth. Annals of Applied Probability, 31(4), 1787-1819. https://doi.org/10.1214/20-AAP1634 picture_as_pdf
  • Koukounari, Artemis, Md Jamil, Haziq, Erosheva, Elena, Shiff, Clive, Moustaki, Irini (2021). Latent class analysis: insights about design and analysis of schistosomiasis diagnostic studies. PLoS Neglected Tropical Diseases, 15(2). https://doi.org/10.1371/journal.pntd.0009042 picture_as_pdf
  • Kuha, Jouni, Bukodi, Erzsébet, 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, picture_as_pdf
  • Li, Xiaoou, Chen, Yunxiao, Chen, Xi, Liu, Jingchen, Ying, Zhiliang (2021). Optimal stopping and worker selection in crowdsourcing: an adaptive sequential probability ratio test framework. Statistica Sinica, 31(1), 519 - 546. https://doi.org/10.5705/ss.202018.0300 picture_as_pdf
  • Ling, Yantao, Xia, Senmao, Cao, Mengqiu, He, Kerun, Lim, Ming K., Sukumar, Arun, Yi, Huiyong, Qian, Xiaoduo (2021). Carbon emissions in China's thermal electricity and heating industry: an input-output structural decomposition analysis. Journal of Cleaner Production, 329, https://doi.org/10.1016/j.jclepro.2021.129608 picture_as_pdf
  • Makariou, Despoina, Barrieu, Pauline, Chen, Yining (2021). A random forest based approach for predicting spreads in the primary catastrophe bond market. Insurance: Mathematics and Economics, 101, 140 - 162. https://doi.org/10.1016/j.insmatheco.2021.07.003 picture_as_pdf
  • Makariou, Despoina, Barrieu, Pauline, Tzougas, George (2021). A finite mixture modelling perspective for combining experts’ opinions with an application to quantile-based risk measures. Risks, 9(6). https://doi.org/10.3390/risks9060115 picture_as_pdf
  • Pascual-Ortigosa, Patricia, Saénz-De-Cabezón, Eduardo, Wynn, Henry P. (2021). Algebraic reliability of multi-state k-out-of-n systems. Probability in the Engineering and Informational Sciences, 35(4), 903 - 927. https://doi.org/10.1017/S0269964820000224
  • Petropoulou, Maria, Salanti, Georgia, Rücker, Gerta, Schwarzer, Guido, Moustaki, Irini, Mavridis, Dimitris (2021). A forward search algorithm for detecting extreme study effects in network meta-analysis. Statistics in Medicine, 40(25), 5642 - 5656. https://doi.org/10.1002/sim.9145 picture_as_pdf
  • Qu, Yan, Dassios, Angelos, Zhao, Hongbiao (2021). Exact simulation of Ornstein-Uhlenbeck tempered stable processes. Journal of Applied Probability, 58(2), 347 - 371. https://doi.org/10.1017/jpr.2020.92 picture_as_pdf
  • Qu, Yan, Dassios, Angelos, Zhao, Hongbiao (2021). Random variate generation for exponential and gamma tilted stable distributions. ACM Transactions on Modeling and Computer Simulation, 31(4). https://doi.org/10.1145/3449357 picture_as_pdf
  • Raj, Ashok S., Cobain, Charlotte, Abbott, Tom E.F., Cron, Nicholas (2021). Abstinence from alcohol consumption and exercise capacity: a pre and post intervention cohort study. Journal of Perioperative Practice, 31(3), 89-95. https://doi.org/10.1177/1750458919889879
  • Shi, Chengchun, Luo, Shikai, Zhu, Hongtu, Song, Rui (2021). An online sequential test for qualitative treatment effects. Journal of Machine Learning Research, 22, picture_as_pdf
  • Shi, Chengchun, Song, R, Lu, W (2021). Concordance and value information criteria for optimal treatment decision. Annals of Statistics, 49(1), 49 - 75. https://doi.org/10.1214/19-AOS1908 picture_as_pdf
  • Shi, Chengchun, Xu, Tianlin, Bergsma, Wicher, Li, Lexin (2021). Double generative adversarial networks for conditional independence testing. Journal of Machine Learning Research, picture_as_pdf
  • Steele, Fiona, Grundy, Emily (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. https://doi.org/10.1111/rssc.12446 picture_as_pdf
  • Swift, Antony, Cheng, Long, Loo, Becky P.Y., Cao, Mengqiu, Witlox, Frank (2021). Step-free railway station access in the UK: the value of inclusive design. European Transport Research Review, 13(1). https://doi.org/10.1186/s12544-021-00504-3 picture_as_pdf
  • Torti, Francesca, Corbellini, Aldo, Atkinson, Anthony C. (2021). fsdaSAS: a package for robust regression for very large datasets including the batch forward search. Stats, 4(2), 327 – 347. https://doi.org/10.3390/stats4020022 picture_as_pdf
  • Tsokani, Sofia, Antoniou, Stavros A., Moustaki, Irini, López-Cano, Manuel, Antoniou, George A., Flórez, Ivan D., Silecchia, Gianfranco, Markar, Sheraz, Stefanidis, Dimitrios & Zanninotto, Giovanni et al (2021). Guideline assessment project II: statistical calibration informed the development of an AGREE II extension for surgical guidelines. Surgical Endoscopy, 35(8), 4061 – 4068. https://doi.org/10.1007/s00464-021-08604-w picture_as_pdf
  • Tzougas, George, 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, 602-625. https://doi.org/10.1016/j.insmatheco.2021.10.001
  • Tzougas, George, 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), 1-17. https://doi.org/10.3390/risks9010019 picture_as_pdf
  • Tzougas, George, di Cerchiara, Alice Pignatelli (2021). Bivariate mixed Poisson regression models with varying dispersion. North American Actuarial Journal, https://doi.org/10.1080/10920277.2021.1978850 picture_as_pdf
  • Wu, Meiling, Gao, Xing, Cao, Mengqiu, Papa, Enrica, 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. https://doi.org/10.1016/j.jhtm.2021.05.006 picture_as_pdf
  • Xu, Xiuqin, Chen, Ying, Goude, Yannig, Yao, Qiwei (2021). Day-ahead probabilistic forecasting for French half-hourly electricity loads and quantiles for curve-to-curve regression. Applied Energy, 301, https://doi.org/10.1016/j.apenergy.2021.117465 picture_as_pdf
  • Yang, Yilin, Cao, Mengqiu, Cheng, Long, Zhai, Keyu, Zhao, Xu, 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, https://doi.org/10.1016/j.trip.2021.100450 picture_as_pdf
  • Zhang, Yuerong, Marshall, Stephen, Cao, Mengqiu, Manley, Ed, Chen, Huanfa (2021). Discovering the evolution of urban structure using smart card data: the case of London. Cities, 112, https://doi.org/10.1016/j.cities.2021.103157 picture_as_pdf
    • Chapter
  • Bynum, Lucius, Loftus, Joshua, 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 . Association for Computing Machinery. https://doi.org/10.1145/3465416.3483286 picture_as_pdf
  • Cai, Hengrui, Shi, Chengchun, Song, Rui, 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 . picture_as_pdf
  • Guastadisegni, Lucia, Cagnone, Silvia, Moustaki, Irini, Vasdekis, Vassilis (2021). The asymptotic power of the Lagrange multiplier tests for misspecified IRT models. In Wiberg, Marie, Molenaar, Dylan, González, Jorge, Böckenholt, Ulf, Kim, Jee-Seon (Eds.), Quantitative Psychology: The 85th Annual Meeting of the Psychometric Society, Virtual (pp. 275 - 284). Springer Berlin / Heidelberg. https://doi.org/10.1007/978-3-030-74772-5_25 picture_as_pdf
  • Lee, Dabeen, Vojnovic, Milan (2021). Scheduling jobs with stochastic holding costs. In Ranzato, Marc'Aurelio, Beygelzimer, Alina, Dauphin, Yann, Liang, Percy S., Wortman Vaughan, Jenn (Eds.), Advances in Neural Information Processing Systems 34 (pp. 19375-19384). Neural Information Processing Systems Foundation. picture_as_pdf
  • Sentenac, Flore, Yi, Jialin, Calauzènes, ‪Clément, Perchet, Vianney, Vojnovic, Milan (2021). Pure exploration and regret minimization in matching bandits. In Proceedings of the 38th International Conference on Machine Learning (pp. 9434-9442). Journal of Machine Learning Research. picture_as_pdf
  • Yang, Ke, Loftus, Joshua R., Stoyanovich, Julia (2021). Causal intersectionality and fair ranking. In Ligett, Katrina, Gupta, Swati (Eds.), 2nd Symposium on Foundations of Responsible Computing, FORC 2021 . Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing. https://doi.org/10.4230/LIPIcs.FORC.2021.7 picture_as_pdf
    • Conference or Workshop Item
  • Lambert, Alex, Parekh, Sanjeel, Szabo, Zoltan, d'Alché-Buc, Florence (2021-12-13) Continuous emotion transfer using kernels [Paper]. Controllable Generative Modeling in Language and Vision: CtrlGen Workshop at NeurIPS 2021, Online. picture_as_pdf
  • Shi, Chengchun, Wan, Runzhe, Chernozhukov, Victor, Song, Rui (2021-07-18 - 2021-07-24) Deeply-debiased off-policy interval estimation [Paper]. International Conference on Machine Learning, Online. picture_as_pdf
  • Wan, Runzhe, Zhang, Sheng, Shi, Chengchun, Luo, Shikai, Song, Rui (2021-08-19 - 2021-08-26) Pattern transfer learning for reinforcement learning in order dispatching [Paper]. International Joint Conference on Artificial Intelligence. picture_as_pdf
    • Report
  • Chamakh, Linda, Szabo, Zoltan (2021). Keep it tighter -- A story on analytical mean embeddings. arXiv. https://doi.org/10.48550/ARXIV.2110.09516 picture_as_pdf
    • Thesis
  • Blaser, Rico (2021). Random rotations in machine learning [Doctoral thesis]. London School of Economics and Political Science.
  • Chen, Cheng (2021). Autocovariance-based statistical inference for high-dimensional function/scalar time series [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004392
  • Dang, Viet (2021). Infinite horizon stochastic differential utility of Epstein-Zin type [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004282
  • Fellmann, Reinhard (2021). Essays in tail risk and asset pricing in credit markets [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004404
  • Pedraza Ramírez, José Manuel (2021). Optimal prediction problems and the last zero of spectrally negative Lévy processes [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004257
  • Pignatelli di Cerchiara, Alice (2021). Pricing financial and insurance products in the multivariate setting [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004296
  • Vamvourellis, Konstantinos (2021). Bayesian inference methods for latent variable modelling [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004380
  • Yuen, Lok Ting (2021). High-dimensional variable selection and time series classification and forecasting with potential change-points [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004237
  • Zhang, Junyi (2021). Parisian times, Bessel processes and Poisson-Dirichlet random variables [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004291