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Items where Department is "Faculty of Science, Engineering and Medicine > Science > Statistics"
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Number of items: 65.
Barons, Martine J. and Aspinall, Willy (2020) Anticipated impacts of Brexit scenarios on UK food prices and implications for policies on poverty and health: a structured expert judgement approach. BMJ Open, 10 (3). e032376. doi:10.1136/bmjopen-2019-032376 ISSN 2044-6055.
Berrett, Thomas B., Wang, Yi, Barber, Rina Foygel and Samworth, Richard J. (2020) The conditional permutation test for independence while controlling for confounders. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 82 (1). pp. 175-197. doi:10.1111/rssb.12340 ISSN 1369-7412.
Blath, Jochen, Buzzoni, Eugenio, Koskela, Jere and Wilke-Berenguer, Maite (2020) Statistical tools for seed bank detection. Theoretical Population Biology, 132 . pp. 1-15. doi:10.1016/j.tpb.2020.01.001 ISSN 0040-5809.
Boedihardjo, Horatio, Geng, Xi and Souris, Nikolaos P. (2020) Path developments and tail asymptotics of signature for pure rough paths. Advances in Mathematics, 364 . 107043. doi:10.1016/j.aim.2020.107043 ISSN 0001-8708.
Brettschneider, Julia, Giles, Oscar, Kendall, W. S. and Lazauskas, Tomas (2020) DetectorChecker : analyzing patterns of defects in detector screens. Journal of Open Source Software, 5 (56). 2474. doi:10.21105/joss.02474 ISSN 2475-9066.
Buckwar, Evelyn, Tamborrino, Massimiliano and Tubikanec, Irene (2020) Spectral density-based and measure-preserving ABC for partially observed diffusion processes. An illustration on Hamiltonian SDEs. Statistics and Computing, 30 . pp. 627-648. doi:10.1007/s11222-019-09909-6 ISSN 0960-3174.
Caravenna, Francesco, Sun, Rongfeng and Zygouras, Nikos (2020) The two-dimensional KPZ equation in the entire subcritical regime. Annals of Probability, 48 (3). pp. 1086-1127. doi:10.1214/19-AOP1383 ISSN 0091-1798.
Castano, Maria Soledad, Ndeffo-Mbah, Martial L., Rock, Kat S., Palmer, Cody, Knock, Edward, Mwamba Miaka, Mwamba Miaka, Ndung'u, Joseph M., Torr, Steve, Verle, Paul , Spencer, Simon E. F., Galvani, Alison P., Bever, Caitlin and Keeling, Matthew James (2020) Assessing the impact of aggregating disease stage data in model predictions of human African trypanosomiasis transmission and control activities in Bandundu province (DRC). PLoS Neglected Tropical Diseases, 14 (1). e0007976. ISSN 1935-2727.
CayΓ©, Thomas, Herdegen, Martin and Muhle-Karbe, Johannes (2020) Scaling limits of processes with fast nonlinear mean reversion. Stochastic Processes and their Applications, 130 (4). pp. 1994-2031. doi:10.1016/j.spa.2019.06.008 ISSN 0304-4149.
CayΓ©, Thomas, Herdegen, Martin and Muhle-Karbe, Johannes (2020) Trading with small nonlinear price impact. Annals of Applied Probability, 30 (2). pp. 706-746. doi:10.1214/19-AAP1513 ISSN 1050-5164.
Chleboun, Paul and Smith, Aaron (2020) Mixing time of the square plaquette model on a critical length scale. Electronic Journal of Probability, 25 . 89. doi:10.1214/20-EJP487 ISSN 1083-6489.
Cunningham, Nathan, Griffin, Jim E. and Wild, David L. (2020) ParticleMDI - Particle Monte Carlo methods for the cluster analysis of multiple datasets with applications to cancer subtype identification. Advances in Data Analysis and Classification, 14 . pp. 463-484. doi:10.1007/s11634-020-00401-y ISSN 1862-5347.
Dassios, Angelos, Jia Wei, Lim and Yan, Qu (2020) AzΓ©ma martingales for Bessel and CIR processes and the pricing of Parisian zero-coupon bonds. Mathematical Finance, 30 (4). pp. 1497-1526. doi:10.1111/mafi.12248 ISSN 0960-1627.
Dassios, Angelos, Lim, Jia Wei and Qu, Yan (2020) Exact simulation of truncated LΓ©vy subordinator. Transactions on Modeling and Computer Simulation, 30 (3). 17. doi:10.1145/3368088 ISSN 1049-3301.
Everitt, Richard G., Culliford, Richard, Medina-Aguayo, Felipe and Wilson, Daniel J. (2020) Sequential Monte Carlo with transformations. Statistics and Computing, 30 . pp. 663-676. doi:10.1007/s11222-019-09903-y ISSN 0960-3174.
FitzGerald, Will and Warren, Jon (2020) Point-to-line last passage percolation and the invariant measure of a system of reflecting Brownian motions. Probability Theory and Related Fields, 178 . pp. 121-171. doi:10.1007/s00440-020-00972-z ISSN 0178-8051.
Fountain-Jones, Nicholas M., Appaw, Raima Carol, Carver, Scott, Didelot, Xavier, Volz, Erik and Charleston, Michael (2020) Emerging phylogenetic structure of the SARS-CoV-2 pandemic. Virus Evolution, 6 (2). veaa082. doi:10.1093/ve/veaa082 ISSN 2057-1577.
Frazier, David T., Robert, Christian P. and Rousseau, Judith (2020) Model misspecification in approximate Bayesian computation : consequences and diagnostics. Journal of the Royal Statistical Society Series B: Statistical Methodology, 82 (2). pp. 421-444. doi:10.1111/rssb.12356 ISSN 1369-7412.
French, Simon (2020) Axiomatising the Bayesian paradigm in parallel small worlds. Operations Research, 70 (3). pp. 1342-1358. doi:10.1287/opre.2019.1896 ISSN 0030-364X.
Gadsby, Roger, Ivanova, Diana, Trevelyan, Emma, Hutton, Jane L. and Johnson, Sarah (2020) Nausea and vomiting in pregnancy (NVP) is not just 'Morning Sickness' : data from a prospective cohort study. British Journal of General Practice, 70 (697). e534-e539. doi:10.3399/bjgp20X710885 ISSN 0960-1643.
Griffin, Adam, Roberts, Gareth O. and Spencer, Simon E. F. (2020) An epidemic model for an evolving pathogen with strain-dependent immunity. Mathematical Biosciences, 330 . 108480. doi:10.1016/j.mbs.2020.108480 ISSN 0025-5564.
Hadj-Amar, Beniamino, FinkenstΓ€dt, BΓ€rbel, Fiecas, Mark, LΓ©vi, Francis A. and Huckstepp, Robert T. R. (2020) Bayesian model search for nonstationary periodic time series. Journal of the American Statistical Association, 115 (531). pp. 1320-1335. doi:10.1080/01621459.2019.1623043 ISSN 0162-1459.
Hang Lun, Chin and Warren, Jon (2020) Continuity and strict positivity of the multi-layer extension of the stochastic heat equation. Electronic Journal of Probability, 25 . 109. doi:10.1214/20-EJP511 ISSN 1083-6489.
Henderson, Vicky, Kladivko, K., Monoyios, M. and Reisinger, C. (2020) Executive stock option exercise with full and partial information on a drift change point. SIAM Journal on Financial Mathematics, 11 (4). pp. 1007-1062. doi:10.1137/18M1222909 ISSN 1945-497X .
Hennart, Melanie, Panunzi, Leonardo G., Rodrigues, Carla, Gaday, Quentin, Baines, Sarah L., Barros-Pinkelnig, Marina, Carmi-Leroy, Annick, Dazas, Melody, Wehenkel, Anne Marie, Didelot, Xavier, Toubiana, Julie, Badell, Edgar and Brisse, Sylvain (2020) Population genomics and antimicrobial resistance in Corynebacterium diphtheriae. Genome Medicine, 12 (1). 107. doi:10.1186/s13073-020-00805-7 ISSN 1756-994X.
Hobson, David (David G.) and Zeng, Matthew (2020) Randomised rules for stopping problems. Journal of Applied Probability, 57 (3). pp. 981-1004. doi:10.1017/jpr.2020.43 ISSN 0021-9002.
Houssineau, Jeremie and Clark, Daniel E. (2020) On a representation of partially-distinguishable populations. Statistics, 54 (1). pp. 23-45. doi:10.1080/02331888.2019.1699929 ISSN 0233-1888.
Hu, Ying, Liang, Gechun and Tang, Shanjian (2020) Systems of ergodic BSDEs arising in regime switching forward performance processes. SIAM Journal on Control and Optimization, 58 (4). pp. 2503-2534. doi:10.1137/18M1234783 ISSN 0363-0129.
Huang, Shuo, Liang, Gechun and Zariphopoulou, Thaleia (2020) An approximation scheme for semilinear parabolic PDEs with convex and coercive Hamiltonians. SIAM Journal on Control and Optimization, 58 (1). pp. 165-191. doi:10.1137/18M1198831 ISSN 0363-0129.
Ignatieva, Anastasia, Hein, Jotun and Jenkins, Paul (2020) A characterisation of the genealogy of a birth-death process through time rescaling. Theoretical Population Biology, 134 . pp. 61-76. doi:10.1016/j.tpb.2020.05.001 ISSN 0040-5809.
Jatuviriyapornchai, Watthanan , Chleboun, Paul and Grosskinsky, Stefan (2020) Structure of the condensed phase in the inclusion process. Journal of Statistical Physics, 178 . pp. 682-710. doi:10.1007/s10955-019-02451-9 ISSN 0022-4715.
Jiang, B., Chen, Z and Leng, Chenlei (2020) Dynamic linear discriminant analysis in high dimensional space. Bernoulli, 26 (2). pp. 1234-1268. doi:10.3150/19-BEJ1154 ISSN 1350-7265.
Johansen, Adam M. (2020) Sequential Monte Carlo : particle filtering and beyond. In: Balakrishnan, N. and Colton, T. and Everitt, B. and Piegorsch, W. and Ruggeri , F. and Teugels, J. L., (eds.) Wiley StatsRef : Statistics Reference Online. Oxford: Wiley.
Kennedy, Joanne E. (2020) Pricing collateralized derivatives with an arbitrary numeraire. Mathematical Finance, 30 (2). pp. 464-500. doi:10.1111/mafi.12227 ISSN 0960-1627.
Koshy, Aranya (2020) North-South class vowels. [Dataset]
Koskela, Jere, Jenkins, Paul, Johansen, Adam M. and SpanΓ², Dario (2020) Asymptotic genealogies of interacting particle systems with an application to sequential Monte Carlo. Annals of statistics, 48 (1). pp. 560-583. doi:10.1214/19-AOS1823 ISSN 0090-5364.
Kosmidis, Ioannis, Kenne Pagui, Euloge Clovis and Sartori, Nicola (2020) Mean and median bias reduction in generalized linear models. Statistics and Computing, 30 . pp. 43-59. doi:10.1007/s11222-019-09860-6 ISSN 0960-3174.
Lobo, Viviana G. R., Fonseca, ThaΓs C. O. and Fernando, A. S. Moura (2020) Bayesian cross-validation of geostatistical models. Spatial Statistics, 35 . 100394. doi:10.1016/j.spasta.2019.100394 ISSN 2211-6753.
LΓ©vi, Francis A., Komarzynski, Sandra, Huang, Qi, Young, Teresa, Ang, Yeng, Fuller, Claire, Bolborea, Matei, Brettschneider, Julia, Fursse, Joanna, FinkenstΓ€dt, BΓ€rbel, White, David Pollard and Innominato, Pasquale F. (2020) Tele-monitoring of cancer patientsβ rhythms during daily life identifies actionable determinants of circadian and sleep disruption. Cancers, 12 (7). 1938. doi:10.3390/cancers12071938 ISSN 2072-6694.
Majka, Mateusz B., MijatoviΔ, Aleksandar and Szpruch, Lukasz (2020) Nonasymptotic bounds for sampling algorithms without log-concavity. The Annals of Applied Probability, 30 (4). pp. 1534-1581. doi:10.1214/19-AAP1535 ISSN 1050-5164.
Mansfield, L. A., Nowack, P. J., Kasoar, M., Everitt, Richard G., Collins, W. J. and Voulgarakis, A. (2020) Predicting global patterns of long-term climate change from short-term simulations using machine learning. npj Climate and Atmospheric Science, 3 . 44. doi:10.1038/s41612-020-00148-5 ISSN 1758-6798.
MijatoviΔ, Aleksandar, Mramor, Veno and Uribe Bravo, GerΓ³nimo (2020) A note on the exact simulation of spherical Brownian motion. Statistics and Probability Letters, 165 . 108836. doi:10.1016/j.spl.2020.108836
Monterrubio-Gomez, Karla, Roininen, Lassi, Wade, Sara, Damoulas, Theodoros and Girolami, Mark (2020) Posterior inference for sparse hierarchical non-stationary models. Computational Statistics & Data Analysis, 148 . 106954. doi:10.1016/j.csda.2020.106954 ISSN 0167-9473.
Osnes, Magnus N., Didelot, Xavier, Korne-Elenbaas, Jolinda de, Alfsnes, Kristian, Brynildsrud, Ola B., Syversen, Gaute, Nilsen, Γivind Jul, De Blasio, Birgitte Freiesleben, Caugant, Dominique A. and Eldholm, Vegard (2020) Sudden emergence of a Neisseria gonorrhoeae clade with reduced susceptibility to extended-spectrum cephalosporins, Norway. Microbial Genomics, 6 (12). doi:10.1099/mgen.0.000480 ISSN 2057-5858.
Palma, Marco, Tavakoli, Shahin, Brettschneider, Julia and Nichols, Thomas E. (2020) Quantifying uncertainty in brain-predicted age using scalar-on-image quantile regression. NeuroImage, 219 . 116938. doi:10.1016/j.neuroimage.2020.116938 ISSN 1053-8119.
Pollock, Murray, Fearnhead, Paul, Johansen, Adam M. and Roberts, Gareth O. (2020) Quasi-stationary Monte Carlo and the ScaLE Algorithm. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 82 (5). pp. 1167-1221. doi:10.1111/rssb.12365 ISSN 1369-7412.
Pompe, Emilia, Holmes, Chris and ΕatuszyΕski, Krzysztof (2020) A framework for adaptive MCMC targeting multimodal distributions. Annals of statistics, 48 (5). pp. 2930-2952. doi:10.1214/19-AOS1916 ISSN 0090-5364.
Prada, JoaquΓn M., Davis, Emma L., Touloupou, Panayiota, Stolk, Wilma A., Kontoroupis, Periklis, Smith, Morgan E., Sharma, Swarnali, Michael, Edwin, de Vlas, Sake J. and Hollingsworth, T. DΓ©irdre (2020) Elimination or resurgence : modelling lymphatic filariasis after reaching the 1% microfilaremia prevalence threshold. The Journal of Infectious Diseases, 221 (Supplement_5). S503-S509. doi:10.1093/infdis/jiz647 ISSN 0022-1899.
Rajan, Surya, Brettschneider, Julia and Collingwood, Joanna F. (2020) Data for Regional segmentation strategy for DTI analysis of human corpus callosum indicates motor function deficit in mild cognitive impairment. [Dataset]
Rajan, Surya, Brettschneider, Julia and Collingwood, Joanna F. (2020) Regional segmentation strategy for DTI analysis of human corpus callosum indicates motor function deficit in mild cognitive impairment. Journal of Neuroscience Methods, 354 . 108870. doi:10.1016/j.jneumeth.2020.108870 ISSN 0165-0270.
Rakai Health Sciences Program, Pangea HIV Consortium (Including:
). (2020) Quantifying HIV transmission flow between high-prevalence hotspots and surrounding communities : a population-based study in Rakai, Uganda. The Lancet HIV, 7 (3). e173-e183. doi:10.1016/S2352-3018(19)30378-9 ISSN 2352-3018.Ristic, Branko, Houssineau, Jeremie and Arulampalam, Sanjeev (2020) Target tracking in the framework of possibility theory : the possibilistic Bernoulli filter. Information Fusion, 62 . pp. 81-88. doi:10.1016/j.inffus.2020.04.008 ISSN 1566-2535.
Steel, Mark F. J. (2020) Model averaging and its use in economics. Journal of Economic Literature, 58 (3). pp. 644-719. doi:10.1257/jel.20191385 ISSN 0022-0515.
Tawn, Nicholas, Roberts, Gareth O. and Rosenthal, Jeffrey S. (2020) Weight-preserving simulated tempering. Statistics and Computing, 30 . pp. 27-41. doi:10.1007/s11222-019-09863-3 ISSN 0960-3174.
The Royal Society, and The Royal Society of Edinburgh, (2020) The use of statistics in legal proceedings : a primer for courts. The Royal Society .
Touloupou, Panayiota, FinkenstΓ€dt, BΓ€rbel, Besser, Thomas E., French, Nigel P. and Spencer, Simon E. F. (2020) Bayesian inference for multi-strain epidemics with application to Escherichia coli O157 : H7 in feedlot cattle. The Annals of Applied Statistics, 14 (4). pp. 1925-1944. doi:10.1214/20-AOAS1366 ISSN 1932-6157.
Touloupou, Panayiota, FinkenstΓ€dt, BΓ€rbel and Spencer, Simon E. F. (2020) Scalable Bayesian inference for coupled hidden Markov and semi-Markov models. Journal of Computational and Graphical Statistics, 29 (2). 238-249 . doi:10.1080/10618600.2019.1654880 ISSN 1537-2715.
Touloupou, Panayiota, Retkute, Renata, Hollingsworth, T. DΓ©irdre and Spencer, Simon E. F. (2020) Statistical methods for linking geostatistical maps and transmission models : application to lymphatic filariasis in East Africa. Spatial and Spatio-temporal Epidemiology, 41 . 100391. doi:10.1016/j.sste.2020.100391 ISSN 1877-5845.
Turner, Heather , van Etten, Jacob, Firth, David and Kosmidis, Ioannis (2020) Modelling rankings in R: the PlackettLuce package. Computational Statistics, 35 . pp. 1027-1057. doi:10.1007/s00180-020-00959-3 ISSN 0943-4062.
Vegvari, Carolin, Grad, Yonatan H., White, Peter J., Didelot, Xavier, Whittles, Lilith K., Scangarella-Oman, Nicole E., Mitrani-Gold, Fanny S., Dumont, Etienne, Perry, Caroline R., Gilchrist, Kim, Hossain, Mohammad, Mortimer, Tatum D., Anderson, Roy M. and Gardiner, David (2020) Using rapid point-of-care tests to inform antibiotic choice to mitigate drug resistance in gonorrhoea. Eurosurveillance, 25 (43). doi:10.2807/1560-7917.ES.2020.25.43.1900210 ISSN 1560-7917.
Veldsman, Michele, Kindalova, Petya, Husain, Masud, Kosmidis, Ioannis and Nichols, Thomas E. (2020) Spatial distribution and cognitive impact of cerebrovascular risk-related white matter hyperintensities. NeuroImage, 28 . 102405. doi:10.1016/j.nicl.2020.102405 ISSN 1053-8119.
Wang, Daren, Yu, Yi and Rinaldo, Alessandro (2020) Univariate mean change point detection : penalization, CUSUM and optimality. Electronic Journal of Statistics, 14 (1). pp. 1917-1961. doi:10.1214/20-EJS1710 ISSN 1935-7524.
Wang, Kangrui, Hamelijnck, Oliver, Damoulas, Theodoros and Steel, Mark F. J. (2020) Non-separable non-stationary random fields. In: 37th International Conference on Machine Learning, ICML 2020, Remote, 13-18 Jul 2020. Published in: Proceedings of the 37th International Conference on Machine Learning, 119 pp. 9887-9897.
Wang, Liang, Didelot, Xavier, Yang, Jing, Wong, Gary, Shi, Yi, Liu, Wenjun, Gao, George F. and Bi, Yuhai (2020) Inference of person-to-person transmission of COVID-19 reveals hidden super-spreading events during the early outbreak phase. Nature Communications, 11 (1). 5006. doi:10.1038/s41467-020-18836-4 ISSN 2041-1723.
Whittles, Lilith K., White, Peter J. and Didelot, Xavier (2020) Assessment of the potential of vaccination to combat antibiotic resistance in gonorrhea : a modeling analysis to determine preferred product characteristics. Clinical Infectious Diseases, 71 (8). pp. 1912-1919. ciz1241. doi:10.1093/cid/ciz1241 ISSN 1058-4838.