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Journal Article
Adewoyin, Rilwan A., Dueben, Peter, Watson, Peter, He, Yulan and Dutta, Ritabrata (2022) TRU-NET : a deep learning approach to high resolution prediction of rainfall. Machine Learning, 110 (8). pp. 2035-2062. doi:10.1007/s10994-021-06022-6 ISSN 2632-2153.
Alpern, Steve, Chleboun, Paul, Katsikas, Stamatios and Lin, Kyle Y. (2022) Adversarial patrolling in a uniform. Operations Research, 70 (1). pp. 129-140. doi:10.1287/opre.2021.2152 ISSN 0030-364X.
Alpern, Steve and Zeng, Li (2022) Social distancing, gathering, search games : mobile agents on simple networks. Dynamic Games and Applications, 12 . pp. 288-311. doi:10.1007/s13235-022-00427-1 ISSN 2153-0785.
Arora, Kush and Kumar, Sivaprasad S. (2022) Starlike functions associated with a petal shaped domain. Bulletin of the Korean Mathematical Society, 59 (4). pp. 993-1010. doi:10.4134/BKMS.b210602 ISSN 1015-8634.
Asselah, Amine, Rolla, Leonardo T. and Schapira, Bruno (2022) Diffusive bounds for the critical density of activated random walks. Latin American Journal of Probability and Mathematical Statistics, 19 (1). 457. doi:10.30757/ALEA.V19-17 ISSN 1980-0436.
Assiotis, Theodoros, Keating, Jonathan P. and Warren, Jon (2022) On the joint moments of the characteristic polynomials of random unitary matrices. International Mathematics Research Notices, 2022 (18). pp. 14564-14603. doi:10.1093/imrn/rnab336 ISSN 1073-7928.
Avalos-Pacheco, Alejandra, Rossell, David and Savage, Richard S. (2022) Heterogeneous large datasets integration using bayesian factor regression. Bayesian Analysis, 17 (1). pp. 33-66. doi:10.1214/20-BA1240 ISSN 1931-6690.
Barons, Martine J., Mascaro, Steven and Hanea, Anca (2022) Balancing the elicitation burden and the richness of expert input when quantifying discrete Bayesian networks. Risk Analysis, 42 (6). pp. 1196-1234. doi:10.1111/risa.13772 ISSN 0272-4332.
(2022) Efficient ancestry and mutation simulation with msprime 1.0. Genetics, 220 (3). iyab229. doi:10.1093/genetics/iyab229 ISSN 0016-6731.
BeiglbΓΆck, Mathias, Hobson, David (David G.) and Norgilas, Dominykas (2022) The potential of the shadow measure. Electronic Communications in Probability, 27 . pp. 1-12. doi:10.1214/22-ecp457 ISSN 1083-589X.
Beschastnyi, Ivan, Habermann, Karen and Medvedev, Alexandr (2022) Cartan connections for stochastic developments on sub-Riemannian manifolds. The Journal of Geometric Analysis, 32 . 13. doi:10.1007/s12220-021-00743-9 ISSN 1050-6926.
Boedihardjo, Horatio and Geng, Xi (2022) Lipschitz-stability of controlled rough paths and rough differential equations. Osaka Journal of Mathematics, 59 (3). pp. 653-682. doi:10.18910/88491 ISSN 0030-6126 .
Buckwar, Evelyn, Samson, Adeline, Tamborrino, Massimiliano and Tubikanec, Irene (2022) A splitting method for SDEs with locally Lipschitz drift : illustration on the FitzHugh-Nagumo model. Applied Numerical Mathematics, 179 . pp. 191-220. doi:10.1016/j.apnum.2022.04.018 ISSN 0168-9274.
Bujkiewicz, Sylwia, Singh, Janharpreet, Wheaton, Lorna, Jenkins, David, Martina, Reynaldo, Hyrich, Kimme and Abrams, Keith R. (2022) Bridging disconnected networks of first and second lines of biologic therapies in rheumatoid arthritis with registry data : bayesian evidence synthesis with target trial emulation. Journal of Clinical Epidemiology, 150 . pp. 171-178. doi:10.1016/j.jclinepi.2022.06.011 ISSN 0895-4356.
Cannizzaro, Giuseppe, Haunschmid-Sibitz, Levi and Toninelli, Fabio (2022) βlogt-Superdiffusivity for a Brownian particle in the curl of the 2D GFF. The Annals of Probability, 50 (6). pp. 2475-2498. doi:10.1214/22-aop1589 ISSN 0091-1798.
Carson, Jake, Ledda, A., Ferretti, L., Keeling, Matthew James and Didelot, Xavier (2022) The bounded coalescent model : conditioning a genealogy on a minimum root date. Journal of Theoretical Biology, 548 . 111186. doi:10.1016/j.jtbi.2022.111186 ISSN 0022-5193.
Catalano, Marta, Blasi, Pierpaolo De, Lijoi, Antonio and PrΓΌnster, Igor (2022) Posterior asymptotics for boosted Hierarchical Dirichlet Process mixtures. Journal of Machine Learning Research, 23 (80). pp. 1-23. ISSN 1532-4435.
Chleboun, Paul, Gabriel, Simon and Grosskinsky, Stefan (2022) Poisson-Dirichlet asymptotics in condensing particle systems. Electronic Journal of Probability, 27 . doi:10.1214/22-ejp882 ISSN 1083-6489.
Copas, John B. (2022) Akaike Memorial Lecture 2020 : some of the challenges of statistical applications. Annals of the Institute of Statistical Mathematics, 74 (4). pp. 615-637. doi:10.1007/s10463-022-00831-9 ISSN 0020-3157.
Corbella, Alice, Spencer, Simon E. F. and Roberts, Gareth O. (2022) Automatic Zig Zag sampling in practice. Statistics and Computing, 32 . 107. doi:10.1007/s11222-022-10142-x ISSN 0960-3174.
Crump, Ronald E., Huang, Ching-I, Spencer, Simon E. F., Brown, Paul E., Shampa, Chansy, Mwamba Miaka, Erick and Rock, Kat S. (2022) Modelling to infer the role of animals in gambiense human African trypanosomiasis transmission and elimination in the DRC. PLOS Neglected Tropical Diseases, 16 (7). e0010599. doi:10.1371/journal.pntd.0010599 ISSN 1935-2735.
Daren, Wang, Zhao, Zifeng, Yu, Yi and Willett, Rebecca (2022) Functional linear regression with mixed predictors. Journal of Machine Learning Research, 23 (266). pp. 1-94. ISSN 1532-4435.
Didelot, Xavier and Evans, Charles Morris (2022) London parochial burial records from 1563 to 1665 indicate higher plague death rates for males than females : some possible demographic and social explanations. PLoS One, 17 (8). e0272278. doi:10.1371/journal.pone.0272278 ISSN 1932-6203.
Didelot, Xavier and Parkhill, Julian (2022) A scalable analytical approach from bacterial genomes to epidemiology. Philosophical Transactions of the Royal Society B: Biological Sciences, 377 (1861). 20210246. doi:10.1098/rstb.2021.0246 ISSN 0962-8436.
Dutta, Ritabrata, Zouaoui Boudjeltia, Karim, Kotsalos, Christos, Rousseau, Alexandre, Ribeiro de Sousa, Daniel, Desmet, Jean-Marc, Van Meerhaeghe, Alain, Mira, Antonietta and Chopard, Bastien (2022) Personalized pathology test for Cardio-vascular disease : approximate Bayesian computation with discriminative summary statistics learning. PLoS Computational Biology, 18 (3). e1009910. doi:10.1371/journal.pcbi.1009910 ISSN 1553-7358.
Ellison, Joanne, Berrington, Ann, Dodd, Erengul and Forster, Jonathan J. (2022) Investigating the application of generalized additive models to discrete-time event history analysis for birth events. Demographic Research, 47 . pp. 647-694. 22. doi:10.4054/DemRes.2022.47.22 ISSN 1435-9871.
Elvira, Victor, Martino, Luca and Robert, Christian P. (2022) Rethinking the effective sample size. International Statistical Review, 90 (3). pp. 525-550. doi:10.1111/insr.12500 ISSN 1751-5823.
(2022) Effect of transcatheter aortic valve implantation vs surgical aortic valve replacement on all-cause mortality in patients with aortic stenosis. JAMA, 327 (19). pp. 1875-1887. doi:10.1001/jama.2022.5776 ISSN 0098-7484.
Fountain-Jones, Nicholas M., Kraberger, Simona, Gagne, Roderick B., Gilbertson, Marie L. J., Trumbo, Daryl R., Charleston, Michael, Salerno, Patricia E., Chris Funk, W., Crooks, Kevin, Logan, Kenneth, Alldredge, Mathew, Dellicour, Simon, Baele, Guy, Didelot, Xavier, VandeWoude, Sue, Carver, Scott and Craft, Meggan E. (2022) Hunting alters viral transmission and evolution in a large carnivore. Nature Ecology & Evolution . pp. 174-182. doi:10.1038/s41559-021-01635-5 ISSN 2397-334X.
French, Simon (2022) From soft to hard elicitation. Journal of the Operational Research Society, 73 (6). pp. 1181-1197. doi:10.1080/01605682.2021.1907244 ISSN 0160-5682.
GonzΓ‘lez CΓ‘zares, Jorge and MijatoviΔ, Aleksandar (2022) Simulation of the drawdown and its duration in LΓ©vy models via stick-breaking Gaussian approximation. Finance and Stochastics, 26 (4). pp. 671-732. doi:10.1007/s00780-022-00486-7 ISSN 1432-1122.
GonzΓ‘lez CΓ‘zares, Jorge, MijatoviΔ, Aleksandar and Uribe Bravo, GerΓ³nimo (2022) Geometrically convergent simulation of the extrema of LΓ©vy processes. Mathematics of Operations Research, 47 (2). pp. 1141-1168. doi:10.1287/moor.2021.1163 ISSN 0364-765X.
GonzΓ‘lez CΓ‘zares, Jorge Ignacio and MijatoviΔ, Aleksandar (2022) Convex minorants and the fluctuation theory of LΓ©vy processes. Latin American Journal of Probability and Mathematical Statistics, 19 (1). pp. 983-999. doi:10.30757/ALEA.v19-39 ISSN 1980-0436.
Goodridge, Maldon , Moriarty, John , Vogrinc, Jure and Zocca, Alessandro (2022) Hopping between distant basins. Journal of Global Optimization, 84 . pp. 465-489. doi:10.1007/s10898-022-01153-z ISSN 0925-5001.
Herdegen, Martin and Khan, Nazem (2022) Mean-Ο portfolio selection and Ο-arbitrage for coherent risk measures. Mathematical Finance, 32 (1). pp. 226-272. doi:10.1111/mafi.12333 ISSN 0960-1627.
HernΓ‘ndez-HernΓ‘ndez, Ma. Elena and Jacka, Saul D. (2022) A generalisation of the Burkholder-Davis-Gundy inequalities. Electronic Communications in Probability, 27 . pp. 1-8. doi:10.1214/22-ecp493 ISSN 1083-589X.
HilΓ‘rio, Marcelo, Ungaretti, Daniel, Valesin, Daniel and Vares, Maria EulΓ‘lia (2022) Results on the contact process with dynamic edges or under renewals. Electronic Journal of Probability, 27 . pp. 1-31. doi:10.1214/22-EJP811 ISSN 1083-6489.
Hobson, David and Zeng, Matthew (2022) Constrained optimal stopping, liquidity and effort. Stochastic Processes and their Applications, 150 . pp. 819-843. doi:10.1016/j.spa.2019.10.010 ISSN 0304-4149.
Hobson, David G. and Norgilas, Dominykas (2022) A construction of the left-curtain coupling. Electronic Journal of Probability, 27 . pp. 1-46. 147. doi:10.1214/22-ejp868 ISSN 1083-6489.
Hodgson, James, Johansen, Adam M. and Pollock, Murray (2022) Unbiased simulation of rare events in continuous time. Methodology and Computing in Applied Probability, 24 . pp. 2123-2148. doi:10.1007/s11009-021-09886-2 ISSN 1387-5841.
Hu, Yaofang, Wang, Wanjie and Yu, Yi (2022) Graph matching beyond perfectly-overlapping ErdΕsβRΓ©nyi random graphs. Statistics and Computing, 32 (1). 19. doi:10.1007/s11222-022-10079-1 ISSN 0960-3174.
Hussein, Humaira, Nevill, Clareece R., Meffen, Anna, Abrams, Keith R., Bujkiewicz, Sylwia, Sutton, Alex J. and Gray, Laura J. (2022) Double-counting of populations in evidence synthesis in public health : a call for awareness and future methodological development. BMC Public Health, 22 (1). 1827. doi:10.1186/s12889-022-14213-6 ISSN 1471-2458.
Iacovidou, Melissa, Barreaux, Priscille, Spencer, Simon E. F., Thomas, Matthew B., Gorsich, Erin E. and Rock, Kat S. (2022) Omitting age-dependent mosquito mortality in malaria models underestimates the effectiveness of insecticide-treated nets. PLoS Computational Biology, 18 (9). e1009540. doi:10.1371/journal.pcbi.1009540 ISSN 1553-7358.
Ignatieva, Anastasia, Hein, Jotun and Jenkins, Paul A. (2022) Ongoing recombination in SARS-CoV-2 revealed through genealogical reconstruction. Molecular Biology and Evolution, 39 (2). msac028. doi:10.1093/molbev/msac028 ISSN 0737-4038.
Jackson, Christopher H., Grosso, Francesca, Kunzmann, Kevin, Corbella, Alice, Gramegna, Maria, Tirani, Marcello, Castaldi, Silvana, Cereda, Danilo, De Angelis, Daniela and Presanis, Anne (2022) Trends in outcomes following COVID-19 symptom onset in Milan : a cohort study. BMJ Open, 12 (3). e054859. doi:10.1136/bmjopen-2021-054859 ISSN 2044-6055.
Jaskari, Joel, Sahlsten, Jaakko, Damoulas, Theodoros, Knoblauch, Jeremias, Sarkka, Simo, Karkkainen, Leo, Hietala, Kustaa and Kaski, Kimmo K. (2022) Uncertainty-aware deep learning methods for robust diabetic retinopathy classification. IEEE Access, 10 . pp. 76669-76681. doi:10.1109/ACCESS.2022.3192024 ISSN 2169-3536.
(2022) Ten simple rules to host an inclusive conference. PLoS Computational Biology, 18 (7). e1010164. doi:10.1371/journal.pcbi.1010164 ISSN 1553-7358.
Kolokoltsov, Vassili and Kondratiev, Yuri (2022) Time dependent ecological model. Interdisciplinary Studies of Complex Systems (20). doi:10.31392/iscs.2022.20.011 ISSN 2307-4515.
Kolokoltsov, Vassili N. (2022) CTRW modeling of quantum measurement and fractional equations of quantum stochastic filtering and control. Fractional Calculus and Applied Analysis, 25 (1). pp. 128-165. doi:10.1007/s13540-021-00002-2 ISSN 1314-2224.
Kolokoltsov, Vassili N. (2022) Dynamic quantum games. Dynamic Games and Applications, 12 . pp. 552-573. doi:10.1007/s13235-021-00389-w ISSN 2153-0785.
Kolokoltsov, Vassili N. (2022) Quantum mean-field games. The Annals of Applied Probability, 32 (3). pp. 2254-2288. doi:10.1214/21-aap1733 ISSN 1050-5164.
Kolokoltsov, Vassili N. and Troeva, Marianna (2022) A new approach to fractional kinetic evolutions. Fractal and Fractional, 6 (2). e49. doi:10.3390/fractalfract6020049 ISSN 2504-3110.
KontiΔ, Branko, Blackwell, Paul, French, Simon, Paulley, Alan, Zhu, Ming, Yankovich, Tamara, Webster, Michael, Pepin, Stephane, Bizjak, Tine and Bohanec, Marko (2022) Demonstrating the use of a framework for risk-informed decisions with stakeholder engagement through case studies for NORM and nuclear legacy sites. Journal of Radiological Protection, 42 (2). 020504. doi:10.1088/1361-6498/ac5816 ISSN 1361-6498.
Koshy, Aranya and Tavakoli, Shahin (2022) Exploring British accents : modelling the trapβbath split with functional data analysis. Journal of the Royal Statistical Society: Series C (Applied Statistics) . doi:10.1111/rssc.12555 ISSN 0035-9254.
Koskela, Jere (2022) Zig-zag sampling for discrete structures and non-reversible phylogenetic MCMC. Journal of Computational and Graphical Statistics, 31 (3). pp. 684-694. doi:10.1080/10618600.2022.2032722 ISSN 1061-8600.
Kotsalos, Christos, Raynaud, Franck, LΓ€tt, Jonas, Dutta, Ritabrata, Dubois, Frank, Zouaoui Boudjeltia, Karim and Chopard, Bastien (2022) Shear induced diffusion of platelets revisited. Frontiers in Physiology, 13 . 985905. doi:10.3389/fphys.2022.985905 ISSN 1664-042X.
Kuntz, Juan, Crucinio, Francesca R. and Johansen, Adam M. (2022) Product-form estimators : exploiting independence to scale up Monte Carlo. Statistics and Computing, 32 (1). 12. doi:10.1007/s11222-021-10069-9 ISSN 0960-3174.
Ledda, Alice, Cummins, Martina, Shaw, Liam P., Jauneikaite, Elita, Cole, Kevin, Lasalle, Florent, Barry, Deborah, Turton, Jane, Rosmarin, Caryn, Anaraki, Sudy, Wareham, David, Stoesser, Nicole, Paul, John, Manuel, Rohini, Cherian, Benny P. and Didelot, Xavier (2022) Hospital outbreak of carbapenem-resistant Enterobacterales associated with a bla OXA-48 plasmid carried mostly by Escherichia coli ST399. Microbial Genomics, 8 (4). doi:10.1099/mgen.0.000675 ISSN 2057-5858.
Li, Linan, Tan, Zexuan and Han, Xiangzhu (2022) An improved EfficientNet model and its applications in pneumonia image classification. Journal of Engineering Science and Technology Review, 15 (6). pp. 49-54. doi:10.25103/jestr.156.07 ISSN 1791-9320.
Li, Rui, Leng, Chenlei and You, Jinhon (2022) Semiparametric tail index regression. Journal of Business and Economic Statistics, 40 (1). pp. 82-95. doi:10.1080/07350015.2020.1775616 ISSN 0735-0015.
Mahmoudi, Ali, Koskela, Jere, Kelleher, Jerome, Chan, Yao-ban and Balding, David (2022) Bayesian inference of ancestral recombination graphs. PLoS Computational Biology, 18 (3). e1009960. doi:10.1371/journal.pcbi.1009960 ISSN 1553-7358.
Maynou, Laia, Owen, Rhiannon, Konstant-Hambling, Rob, Imam, Towhid, Arkill, Suzanne, Bertfield, Deborah, Street, Andrew, Abrams, Keith R. and Conroy, Simon P. (2022) The association between frailty risk and COVID-19-associated all-mortality in hospitalised older people : a national cohort study. European Geriatric Medicine . 022. doi:10.1007/s41999-022-00668-8 ISSN 1878-7649.
Mider, Marcin, Jenkins, Paul, Pollock, Murray and Roberts, Gareth O. (2022) The computational cost of blocking for sampling discretely observed diffusions. Methodology and Computing in Applied Probability, 24 . pp. 3007-3027. doi:10.1007/s11009-022-09949-y ISSN 1387-5841.
Morina, Giulio, Latuszynski, Krzysztof, Nayar, Piotr and Wendland, Alex (2022) From the Bernoulli factory to a dice enterprise via perfect sampling of Markov chains. Annals of Applied Probability, 32 (1). pp. 327-359. doi:10.1214/21-AAP1679 ISSN 1050-5164.
NapieraΕa, Joanna, Hilton, Jason, Forster, Jonathan J., Carammia, Marcello and Bijak, Jakub (2022) Toward an early warning system for monitoring asylum-related migration flows in Europe. International Migration Review, 56 (1). pp. 33-62. doi:10.1177/01979183211035736 ISSN 1747-7379.
Nichols, Linda, Taverner, Tom, Crowe, Francesca, Richardson, Sylvia, Yau, Christopher, Kiddle, Steven, Kirk, Paul, Barrett, Jessica, Nirantharakumar, Krishnarajah, Griffin, Simon, Edwards, Duncan and Marshall, Tom (2022) In simulated data and health records, latent class analysis was the optimum multimorbidity clustering algorithm. Journal of Clinical Epidemiology, 152 . pp. 164-175. doi:10.1016/j.jclinepi.2022.10.011 ISSN 0895-4356.
Oates, Chris J., Kendall, W. S. and Fleming, Liam (2022) A statistical approach to surface metrology for 3D-printed stainless steel. Technometrics, 64 (3). pp. 370-383. doi:10.1080/00401706.2021.2009034 ISSN 0040-1706.
Pacchiardi, Lorenzo and Dutta, Ritabrata (2022) Score Matched neural exponential families for Likelihood-Free Inference. Journal of Machine Learning Research, 23 (38). pp. 1-71. ISSN 1532-4435.
Padilla, Oscar Hernan Madrid, Yu, Yi and Priebe, Carey E. (2022) Change point localization in dependent dynamic nonparametric random dot product graphs. Journal of Machine Learning Research, 23 (234). pp. 1-59. ISSN 1532-4435.
Padilla, Oscar Hernan Madrid, Yu, Yi, Wang, Daren and Rinaldo, Alessandro (2022) Optimal nonparametric multivariate change point detection and localization. IEEE Transactions on Information Theory, 68 (3). pp. 1922-1944. doi:10.1109/TIT.2021.3130330 ISSN 0018-9448.
Palacio Lozano, Diana Catalina, Jones, Hugh E., Gavard, Remy, Thomas, Mary J., RamΓrez, Claudia , Wootton, Christopher, Sarmiento Chaparro, JosΓ© AristΓ³bulo, OβConnor, Peter B., Spencer, Simon E. F., Rossell, David, Mejia-Ospino, Enrique, Witt, Matthias and Barrow, Mark P. (2022) Revealing the reactivity of individual chemical entities in complex mixtures : the chemistry behind bio-oil upgrading. Analytical Chemistry, 94 (21). pp. 7536-7544. doi:10.1021/acs.analchem.2c00261 ISSN 1520-6882.
Papanikos, Tasos, Thompson, John R., Abrams, Keith R. and Bujkiewicz, Sylwia (2022) Use of copula to model withinβstudy association in bivariate metaβanalysis of binomial data at the aggregate level : a Bayesian approach and application to surrogate endpoint evaluation. Statistics in Medicine, 41 (25). pp. 4961-4981. doi:10.1002/sim.9547 ISSN 1097-0258.
Pentland, Kamran, Tamborrino, Massimiliano, Samaddar, Debasmita and Appel, Lynton C. (2022) Stochastic parareal : an application of probabilistic methods to time-parallelization. SIAM Journal on Scientific Computing . S82-S102. doi:10.1137/21m1414231 ISSN 1064-8275.
Pollard, Rebecca, Chen, Pei Jung, Mackes, Nuria, Lawrence, Andrew J., Ma, Xuemei, Matter, Maryam, Kretzer, Svenja, Morgan, Craig, Harding, Seeromanie, Schumann, Gunter, Pariante, Carmine, Mehta, Mitul, Montana, Giovanni, Nosarti, Chiara, Desrivieres, Sylvane, Rodriguez-Mateos, Ana and Dazzan, Paola (2022) The eBRAIN study : the impact of early adversity on trajectories of brain maturation and mental health in young adolescents : a prospective cohort study. Brain, Behavior, & Immunity - Health, 26 . 100539. doi:10.1016/j.bbih.2022.100539 ISSN 2666-3546.
Qi, Xinyue, Zhou, Shouhao and Plummer, Martyn (2022) Correction: On Bayesian modeling of censored data in JAGS. BMC Bioinformatics, 23 (1). 238. doi:10.1186/s12859-022-04785-w ISSN 1471-2105.
Qi, Xinyue, Zhou, Shouhao and Plummer, Martyn (2022) On Bayesian modeling of censored data in JAGS. BMC Bioinformatics, 23 (1). 102. doi:10.1186/s12859-021-04496-8 ISSN 1471-2105.
Roberts, Gareth O., Rosenthal, Jeffrey S. and Tawn, Nicholas G. (2022) Skew brownian motion and complexity of the alps algorithm. Journal of Applied Probability, 59 (3). pp. 777-796. doi:10.1017/jpr.2021.78 ISSN 0021-9002.
Sant, Jaromir, Jenkins, Paul, Koskela, Jere and SpanΓ², Dario (2022) Convergence of likelihood ratios and estimators for selection in nonneutral WrightβFisher diffusions. Scandinavian Journal of Statistics, 49 (4). pp. 1728-1760. doi:10.1111/sjos.12572 ISSN 0303-6898.
Singh, Janharpreet, Gsteiger, Sandro, Wheaton, Lorna, Riley, Richard D., Abrams, Keith R., Gillies, Clare L. and Bujkiewicz, Sylwia (2022) Bayesian network meta-analysis methods for combining individual participant data and aggregate data from single arm trials and randomised controlled trials. BMC Medical Research Methodology, 22 (1). 186. doi:10.1186/s12874-022-01657-y ISSN 1471-2288.
Sorahan, Tom and Nichols, Linda (2022) Motor neuron disease risk and magnetic field exposures. Occupational Medicine, 72 (3). pp. 184-190. doi:10.1093/occmed/kqab180 ISSN 0962-7480.
Stein, Stefan and Leng, Chenlei (2022) Fallacy of dataβselective inference in modelling networks. Stat, 11 (1). e491. doi:10.1002/sta4.491 ISSN 2049-1573.
Stolk, Wilma A., Coffeng, Luc E., Bolay, Fatorma K., Eneanya, Obiora A., Fischer, Peter U., Hollingsworth, T. DΓ©irdre, Koudou, Benjamin G., MΓ©itΓ©, Aboulaye, Michael, Edwin, Prada, Joaquin M., Caja Rivera, Rocio M., Sharma, Swarnali, Touloupou, Panayiota, Weil, Gary J. and de Vlas, Sake J. (2022) Comparing antigenaemia- and microfilaraemia as criteria for stopping decisions in lymphatic filariasis elimination programmes in Africa. PLOS Neglected Tropical Diseases, 16 (12). e0010953. doi:10.1371/journal.pntd.0010953 ISSN 1935-2735.
Sun, Dingqian, Liang, Gechun and Tang, Shanjian (2022) Quantitative stability and numerical analysis of Markovian quadratic BSDEs with reflection. Probability, Uncertainty and Quantitative Risk, 7 (1). pp. 13-30. doi:10.3934/puqr.2022002 ISSN 2095-9672.
Tang, Kai Hon, Dodd, Erengul and Forster, Jonathan J. (2022) Joint modelling of male and female mortality rates using adaptive P-splines. Annals of Actuarial Science, 16 (1). pp. 119-135. doi:10.1017/S1748499521000105 ISSN 1748-4995.
Thesingarajah, Denishrouf and Johansen, Adam M. (2022) The node-wise pseudo-marginal method : model selection with spatial dependence on latent graphs. Statistics and Computing, 32 . 43. doi:10.1007/s11222-022-10101-6 ISSN 0960-3174.
Thomas, Owen, Dutta, Ritabrata, Corander, Jukka, Kaski, Samuel and Gutmann, Michael U. (2022) Likelihood-free inference by ratio estimation. Bayesian Analysis, 17 (1). pp. 1-31. doi:10.1214/20-BA1238 ISSN 1931-6690.
Tubikanec, Irene, Tamborrino, Massimiliano, Lansky, Petr and Buckwar, Evelyn (2022) Qualitative properties of different numerical methods for the inhomogeneous geometric Brownian motion. Journal of Computational and Applied Mathematics, 406 . 113951. doi:10.1016/j.cam.2021.113951 ISSN 0377-0427.
Turner, Heather, Batchelor, Andy D. and Firth, David (2022) Nonlinear discrete-time hazard models for womenβs entry into marriage. Statistical Modelling, 22 (1-2). pp. 107-126. doi:10.1177/1471082X211062651 ISSN 1471-082X.
Umemneku-Chikere, Chinyereugo M., Ayodele, Olubukola, Soares, Marta, Khan, Sam, Abrams, Keith R., Owen, Rhiannon and Bujkiewicz, Sylwia (2022) Comparative review of pharmacological therapies in individuals with HER2-positive advanced breast cancer with focus on hormone receptor subgroups. Frontiers in Oncology, 12 . 943154. doi:10.3389/fonc.2022.943154 ISSN 2234-943X.
Vasdekis, Giorgos and Roberts, Gareth O. (2022) A note on the polynomial ergodicity of the one-dimensional zig-zag process. Journal of Applied Probability, 59 (3). pp. 895-903. doi:10.1017/jpr.2021.97 ISSN 0021-9002.
Vats, Dootika, Gonçalves, Flavio B., Latuszynski , Krzysztof and Roberts, Gareth O. (2022) Efficient Bernoulli factory MCMC for intractable likelihoods. Biometrika, 109 (2). pp. 369-385. doi:10.1093/biomet/asab031 ISSN 0006-3444.
Volk, Denis, Yang-Turner, Fan, Didelot, Xavier, Crook, Derrick W. and Wyllie, David (2022) Catwalk : identifying closely related sequences in large microbial sequence databases. Microbial Genomics, 8 (6). 000850. doi:10.1099/mgen.0.000850 ISSN 2057-5858.
Wang, Qiuping, Yan, Ting, Jiang, Banyan and Leng, Chenlei (2022) Two-mode networks : inference with as many parameters as actors and differential privacy. Journal of Machine Learning Research, 23 (292). pp. 1-38. ISSN 1532-4435.
Watson, Joseph W., Boyd, Robin, Dutta, Ritabrata, Vasdekis, Georgios, Walker, Nicola D., Roy, Shovonlal, Everitt, Richard G., Hyder, Kieran and Sibly, Richard M. (2022) Incorporating environmental variability in a spatially-explicit individual-based model of European sea bassβ°. Ecological Modelling, 466 . p. 109878. doi:10.1016/j.ecolmodel.2022.109878 ISSN 0304-3800.
Whittles, Lilith K., Didelot, Xavier and White, Peter J. (2022) Public health impact and cost-effectiveness of gonorrhoea vaccination : an integrated transmission-dynamic health-economic modelling analysis. The Lancet. Infectious diseases, 22 (7). pp. 1030-1041. doi:10.1016/S1473-3099(21)00744-1 ISSN 1474-4457.
Rakai Health Sciences Program and PANGEA-HIV (Including: Xi, Xiaoyue, Spencer, Simon E. F., Hall, Matthew, Grabowski, M. Kate, Kagaayi, Joseph and Ratmann, Oliver). (2022) Inferring the sources of HIV infection in Africa from deep-sequence data with semi-parametric Bayesian Poisson flow models. Journal of the Royal Statistical Society: Series C (Applied Statistics), 71 (3). pp. 517-540. doi:10.1111/rssc.12544 ISSN 0035-9254.
Yao, Pang, Millwood, Iona Y, Kartsonaki, Christiana, Mentzer, Alexander J., Allen, Naomi E., Jeske, Rima, Butt, Julia, Guo, Yue, Chen, Yiping, Walters, Robin G., Lv, Jun, Yu, Canqing, Plummer, Martyn, de Martel, Catherine, Clifford, Gary M., Li, Li-ming, Waterboer, Tim, Yang, Ling and Chen, Zhengming (2022) Sero-prevalence of 19 infectious pathogens and associated factors among middle-aged and elderly Chinese adults : a cross-sectional study. BMJ Open, 12 (5). e058353. doi:10.1136/bmjopen-2021-058353 ISSN 2044-6055.
Yu, Yi, Chatterjee, Sabyasachi and Xu, Haotian (2022) Localising change points in piecewise polynomials of general degrees. Electronic Journal of Statistics, 16 (1). pp. 1855-1890. doi:10.1214/21-EJS1963 ISSN 1935-7524.
Zhang, Yiyuan, Cordina-Duverger, Emilie, Komarzynski, Sandra, Attari, Amal M., Huang, Qi, Aristizabal, Guillen, Faraut, Brice, LΓ©ger, Damien, Adam, RenΓ©, GuΓ©nel, Pascal, Brettschneider, Julia, FinkenstΓ€dt, BΓ€rbel and LΓ©vi, Francis (2022) Digital circadian and sleep health in individual hospital shift workers : a cross sectional telemonitoring study. eBioMedicine, 81 . 104121. doi:10.1016/j.ebiom.2022.104121 ISSN 2352-3964.
Zhao, Junlong, Liu, Xiuming, Wang, Hansheng and Leng, Chenlei (2022) Dimension reduction for covariates in network data. Biometrika, 109 (1). pp. 85-102. asab006. doi:10.1093/biomet/asab006 ISSN 0006-3444.
Zhou, Quan, Yang, Jun, Vats, Dootika, Roberts, Gareth O. and Rosenthal, Jeffrey S. (2022) Dimension-free mixing for high-dimensional Bayesian variable selection. Journal of the Royal Statistical Society Series B: Statistical Methodology, 84 (5). pp. 1751-1784. doi:10.1111/rssb.12546 ISSN 1369-7412.
Book Item
Barons, Martine J., Fonseca, ThaΓs C. O., Merwood, Hannah and Underdown, David H. (2022) Safeguarding the nationβs digital memory : Bayesian network modelling of digital preservation risks. In: Progress in Industrial Mathematics at ECMI 2021. ECMI 2021. Mathematics in Industry, 39 . Springer, Cham, pp. 501-508. ISBN 9783031118173
Robert, Christian P. (2022) 50 shades of Bayesian testing of hypotheses. In: Rao, S. R. Srinivasa and Rao, C. R. and Young, G. Alistair, (eds.) Handbook of Statistics. Advancements in Bayesian Methods and Implementation, 47 . Elsevier BV, pp. 103-120. ISBN 9780323952682
Conference Item
Dellaporta, Charita, Knoblauch, Jeremias, Damoulas, Theodoros and Briol, François-Xavier (2022) Robust Bayesian inference for simulator-based models via the MMD posterior bootstrap. In: 25th International Conference in Artificial Intelligence and Statistics (AISTATS), Virtual, 28-30 Mar 2022. Published in: Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022, 151 ISSN 2640-3498.
Kim, Woojung, Jenkins, Paul A. and Yau, Christopher (2022) Feature allocation approach for multimorbidity trajectory modelling. In: 2nd Machine Learning for Health symposium (ML4H 2022), New Orleans, USA and virtual, 28 Nov 2022. Published in: Proceedings of Machine Learning Research, 193 pp. 103-119. ISSN 2640-3498.
Li, Mengchu, Berrett, Thomas B. and Yu, Yi (2022) Network change point localisation under local differential privacy. In: Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, USA, 28 Nov - 09 Dec 2022. Published in: Advances in Neural Information Processing Systems 35 (NeurIPS 2022) , 35 pp. 15013-15026. ISBN 9781713871088.
Li, Mengchu and Yu, Yi (2022) Adversarially robust change point detection. In: NeurIPS : 35th Conference on Neural Information Processing Systems, Virtual, 6-14 Dec 2022. Published in: Advances in Neural Information Processing Systems (NeurIPS 2021), 28 pp. 22955-22967. ISBN 9781713845393. ISSN 1049-5258.
Padilla, Carlos Misael Madrid, Wang, Daren, Zhao, Zifeng and Yu, Yi (2022) Change-point detection for sparse and dense functional data in general dimensions. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA, 28 Nov - 09 Dec 2022. Published in: Advances in Neural Information Processing Systems (35). pp. 37121-37133. ISBN 9781713871088. ISSN 1049-5258.
Padilla, Oscar Hernan Madrid, Yu, Yi and Rinaldo, Alessandro (2022) Lattice partition recovery with dyadic CART. In: NeurIPS : 35th Conference on Neural Information Processing Systems, Virtual, 6-14 Dec 2022. Published in: Advances in Neural Information Processing Systems (NeurIPS 2021), 31 pp. 26143-26155. ISBN 9781713845393.
Volodina, Victoria, Sonenberg, Nikki, Smith, Jim Q., Challenor, Peter G., Dent, Chris J. and Wynn, Henry P. (2022) Propagating uncertainty in a network of energy models. In: 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Manchester, United Kingdom, 12-15 Jun 2022. Published in: 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ISBN 9781665412117. doi:10.1109/pmaps53380.2022.9810635 ISSN 2642-6757.
Wang, Fan, Madrid, Oscar, Yu, Yi and Rinaldo, Alessandro (2022) Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients. In: 25th International Conference on Artificial Intelligence and Statistics, Virtual conference, 28-30 Mar 2022. Published in: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics, 151 pp. 4309-4338.
Yu, Yi, Madrid, Oscar and Rinaldo, Alessandro (2022) Optimal partition recovery in general graphs. In: 25th International Conference on Artificial Intelligence and Statistics, Online, 28-30 Mar 2022. Published in: Proceedings of Machine Learning Research, 151 pp. 4339-4358. ISSN 2640-3498.
Journal Item
Davenport, Samuel and Nichols, Thomas E. (2022) The expected behaviour of random fields in high dimensions : contradictions in the results of Bansal and Peterson. Magnetic Resonance Imaging, 90 . pp. 70-75. ISSN 0730-725X doi:10.1016/j.mri.2021.11.010
Submitted Journal Article
Roberts, Gareth O. and Rosenthal, Jeffrey S. (Jeffrey Seth) (2022) Football group draw probabilities and corrections. Journal of the Royal Statistical Society: Series A (Statistics in Society) . (Submitted)