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Number of items: 171.

Article

Adamson, A; Portas, L; Accordini, S; Marcon, A; Jarvis, D; Baio, G; Minelli, C; (2022) Communication of personalised disease risk by general practitioners to motivate smoking cessation in England: A cost-effectiveness and research prioritisation study. Addiction , 117 (5) pp. 1438-1449. 10.1111/add.15773.

Adeleke, M; Baio, G; O'Keeffe, A; (2022) Regression discontinuity designs for time-to-event outcomes: An approach using accelerated failure time models. Journal of the Royal Statistical Society Series A: Statistics in Society , 185 (3) pp. 1216-1246. 10.1111/rssa.12812.

Alexopoulos, Angelos; Dellaportas, Petros; Titsias, Michalis K; (2022) Variance Reduction for Metropolis-Hastings Samplers. Statistics and Computing , 33 , Article 6. 10.1007/s11222-022-10183-2.

An, S; Liao, Q; Lu, Z; Xue, J-H; (2022) Efficient Semantic Segmentation via Self-Attention and Self-Distillation. IEEE Transactions on Intelligent Transportation Systems 10.1109/tits.2021.3139001. (In press).

Argiento, R; De Iorio, M; (2022) Is infinity that far? A Bayesian nonparametric perspective of finite mixture models. Annals of Statistics , 50 (5) pp. 2641-2663. 10.1214/22-AOS2201.

Avraam, Demetris; Jones, Elinor; Burton, Paul; (2022) A deterministic approach for protecting privacy in sensitive personal data. BMC Medical Informatics and Decision Making , 22 (1) , Article 24. 10.1186/s12911-022-01754-4.

Bakalos, Nikolaos; Kaselimi, Maria; Doulamis, Nikolaos; Doulamis, Anastasios; Kalogeras, Dimitrios; Bimpas, Mathaios; Davradou, Agapi; ... Rossi, Luca; + view all Bakalos, Nikolaos; Kaselimi, Maria; Doulamis, Nikolaos; Doulamis, Anastasios; Kalogeras, Dimitrios; Bimpas, Mathaios; Davradou, Agapi; Vlachostergiou, Aggeliki; Fotopoulos, Anaxagoras; Plakia, Maria; Karalis, Alexandros; Tsekeridou, Sofia; Anagnostopoulos, Themistoklis; Despotopoulou, Angela Maria; Bonavita, Ilaria; Petersen, Katrina; Pelepes, Leonidas; Voumvourakis, Lefteris; Anagnostou, Anastasia; Groen, Derek; Mintram, Kate; Saha, Arindam; Taylor, Simon JE; van der Ham, Charon; Kaleta, Patrick; Ignjatović, Dražen; Rossi, Luca; - view fewer (2022) STAMINA: Bioinformatics Platform for Monitoring and Mitigating Pandemic Outbreaks. Technologies , 10 (3) , Article 63. 10.3390/technologies10030063.

Beskos, A; Kamatani, K; (2022) MCMC Algorithms for Posteriors on Matrix Spaces. Journal of Computational and Graphical Statistics , 31 (3) pp. 721-738. 10.1080/10618600.2022.2058953.

Boom, Willem van den; Beskos, Alexandros; Iorio, Maria De; (2022) The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation for Gaussian Graphical Models. Journal of Computational and Graphical Statistics , 31 (4) pp. 1215-1224. 10.1080/10618600.2022.2050250.

Boom, Willem van den; De Iorio, Maria; Beskos, Alexandros; (2022) Bayesian Learning of Graph Substructures. Bayesian Analysis 10.1214/22-BA1338. (In press).

Boom, Willem van den; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G; (2022) Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. Statistics and Computing , 32 , Article 36. 10.1007/s11222-022-10093-3.

Buckman, JEJ; Saunders, R; Arundell, L-L; Oshinowo, ID; Cohen, ZD; O'Driscoll, C; Barnett, P; ... Pilling, S; + view all Buckman, JEJ; Saunders, R; Arundell, L-L; Oshinowo, ID; Cohen, ZD; O'Driscoll, C; Barnett, P; Stott, J; Ambler, G; Gilbody, S; Hollon, SD; Kendrick, T; Watkins, E; Eley, TC; Skelton, M; Wiles, N; Kessler, D; DeRubeis, RJ; Lewis, G; Pilling, S; - view fewer (2022) Life events and treatment prognosis for depression: A systematic review and individual patient data meta-analysis. Journal of Affective Disorders , 299 pp. 298-308. 10.1016/j.jad.2021.12.030.

Buxton, A; Diana, A; Matechou, E; Griffin, J; Griffiths, RA; (2022) Reliability of environmental DNA surveys to detect pond occupancy by newts at a national scale. Scientific Reports , 12 , Article 1295. 10.1038/s41598-022-05442-1.

Caron, A; Baio, G; Manolopoulou, I; (2022) Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. Journal of Computational and Graphical Statistics 10.1080/10618600.2022.2067549. (In press).

Caron, A; Manolopoulou, I; Baio, G; (2022) Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review. Journal of the Royal Statistical Society: Series A (Statistics in Society) 10.1111/rssa.12824. (In press).

Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna; (2022) Counterfactual Learning with Multioutput Deep Kernels. Transactions of Machine Learning Research , 2022 (11) , Article 235.

Castro-Gutierrez, Victor; Hassard, Francis; Vu, Milan; Leitao, Rodrigo; Burczynska, Beata; Wildeboer, Dirk; Stanton, Isobel; ... Di Cesare, Mariachiara; + view all Castro-Gutierrez, Victor; Hassard, Francis; Vu, Milan; Leitao, Rodrigo; Burczynska, Beata; Wildeboer, Dirk; Stanton, Isobel; Rahimzadeh, Shadi; Baio, Gianluca; Garelick, Hemda; Hofman, Jan; Kasprzyk-Hordern, Barbara; Kwiatkowska, Rachel; Majeed, Azeem; Priest, Sally; Grimsley, Jasmine; Lundy, Lian; Singer, Andrew C; Di Cesare, Mariachiara; - view fewer (2022) Monitoring occurrence of SARS-CoV-2 in school populations: A wastewater-based approach. PLoS One , 17 (6) , Article e0270168. 10.1371/journal.pone.0270168.

Catto, James WF; Khetrapal, Pramit; Ambler, Gareth; (2022) Effect of Robot-Assisted Radical Cystectomy vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Among Patients With Bladder Cancer—Reply. Journal of the American Medical Association , 328 (12) p. 1258. 10.1001/jama.2022.13600.

Catto, James WF; Khetrapal, Pramit; Ricciardi, Federico; Ambler, Gareth; Williams, Norman R; Al-Hammouri, Tarek; Khan, Muhammad Shamim; ... iROC Study Team; + view all Catto, James WF; Khetrapal, Pramit; Ricciardi, Federico; Ambler, Gareth; Williams, Norman R; Al-Hammouri, Tarek; Khan, Muhammad Shamim; Thurairaja, Ramesh; Nair, Rajesh; Feber, Andrew; Dixon, Simon; Nathan, Senthil; Briggs, Tim; Sridhar, Ashwin; Ahmad, Imran; Bhatt, Jaimin; Charlesworth, Philip; Blick, Christopher; Cumberbatch, Marcus G; Hussain, Syed A; Kotwal, Sanjeev; Koupparis, Anthony; McGrath, John; Noon, Aidan P; Rowe, Edward; Vasdev, Nikhil; Hanchanale, Vishwanath; Hagan, Daryl; Brew-Graves, Chris; Kelly, John D; iROC Study Team; - view fewer (2022) Effect of Robot-Assisted Radical Cystectomy With Intracorporeal Urinary Diversion vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Among Patients With Bladder Cancer: A Randomized Clinical Trial. Jounal of the American Medical Association 10.1001/jama.2022.7393. (In press).

Chen, Jiacheng; Gao, Bin-Bin; Lu, Zongqing; Xue, Jing-Hao; Wang, Chengjie; Liao, Qingmin; (2022) APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation. IEEE Transactions on Multimedia 10.1109/tmm.2022.3174405. (In press).

Chen, Y; Wang, T; Samworth, R; (2022) High-dimensional, multiscale online changepoint detection. Journal of the Royal Statistical Society Series B: Statistical Methodology 10.1111/rssb.12447. (In press).

Cipriani, Alessandra; Hirsch, Christian; Vittorietti, Martina; (2022) Topology-based goodness-of-fit tests for sliced spatial data. Computational Statistics & Data Analysis , Article 107655. 10.1016/j.csda.2022.107655.

Cooles, Faye AH; Tarn, Jessica; Lendrem, Dennis W; Naamane, Najib; Lin, Chung Ma; Millar, Ben; Maney, Nicola J; ... Isaacs, John D; + view all Cooles, Faye AH; Tarn, Jessica; Lendrem, Dennis W; Naamane, Najib; Lin, Chung Ma; Millar, Ben; Maney, Nicola J; Anderson, Amy E; Thalayasingam, Nishanthi; Diboll, Julie; Bondet, Vincent; Duffy, Darragh; Barnes, Michael R; Smith, Graham R; Ng, Sandra; Watson, David; Henkin, Rafael; Cope, Andrew P; Reynard, Louise N; Pratt, Arthur G; RA-MAP Consortium; Isaacs, John D; - view fewer (2022) Interferon-α-mediated therapeutic resistance in early rheumatoid arthritis implicates epigenetic reprogramming. Annals of the Rheumatic Diseases 10.1136/annrheumdis-2022-222370. (In press).

Coullon, J; Pokern, Y; (2022) Markov chain Monte Carlo for a hyperbolic Bayesian inverse problem in traffic flow modeling. Data-Centric Engineering , 3 , Article e4. 10.1017/dce.2022.3.

Dellaportas, P; Alexopoulos, A; Papaspiliopoulos, O; (2022) Bayesian prediction of jumps in large panels of time series data. Bayesian Analysis 10.1214/21-BA1268. (In press).

Devlin, SM; Iasonos, A; O’Quigley, J; (2022) Stopping rules for phase I clinical trials with dose expansion cohorts. Statistical Methods in Medical Research , 31 (2) pp. 334-347. 10.1177/09622802211064996.

DiazOrdaz, K; (2022) Discussion on: Instrumented difference-in-differences, by Ting Ye, Ashkan Ertefaie, James Flory, Sean Hennessy and Dylan S. Small. Biometrics 10.1111/biom.13785. (In press).

Dogucu, Mine; Çetinkaya-Rundel, Mine; (2022) Tools and Recommendations for Reproducible Teaching. Journal of Statistics and Data Science Education , 30 (3) pp. 251-260. 10.1080/26939169.2022.2138645.

Ehara, Ayao; Salmanidou, Dimitra M; Heidarzadeh, Mohammad; Guillas, Serge; (2022) Multi-level emulation of tsunami simulations over Cilacap, South Java, Indonesia. Computational Geosciences 10.1007/s10596-022-10183-1. (In press).

Enne, Virve I; Aydin, Alp; Baldan, Rossella; Owen, Dewi R; Richardson, Hollian; Ricciardi, Federico; Russell, Charlotte; ... INHALE WP1 Study Group; + view all Enne, Virve I; Aydin, Alp; Baldan, Rossella; Owen, Dewi R; Richardson, Hollian; Ricciardi, Federico; Russell, Charlotte; Nomamiukor-Ikeji, Brenda O; Swart, Ann-Marie; High, Juliet; Colles, Antony; Barber, Julie; Gant, Vanya; Livermore, David M; O'Grady, Justin; INHALE WP1 Study Group; - view fewer (2022) Multicentre evaluation of two multiplex PCR platforms for the rapid microbiological investigation of nosocomial pneumonia in UK ICUs: the INHALE WP1 study. Thorax 10.1136/thoraxjnl-2021-216990. (In press).

Fabbri, Camilla; Powell-Jackson, Timothy; Leurent, Baptiste; Rodrigues, Katherine; Shayo, Elizabeth; Barongo, Vivien; Devries, Karen M; (2022) School violence, depression symptoms, and school climate: a cross-sectional study of Congolese and Burundian refugee children. Conflict and Health , 16 , Article 42. 10.1186/s13031-022-00475-9.

Filippou, P; Marra, G; Radice, R; Zimmer, D; (2022) Estimating the Impact of Medical Care Usage on Work Absenteeism by a Trivariate Probit Model with Two Binary Endogenous Explanatory Variables. AStA Advances in Statistical Analysis 10.1007/s10182-022-00464-6. (In press).

Follain, B; Wang, T; Samworth, RJ; (2022) High-dimensional changepoint estimation with heterogeneous missingness. Journal of the Royal Statistical Society: Series B (Statistical Methodology) , 84 (3) pp. 1023-1055. 10.1111/rssb.12540.

Fukui, Kazuhiro; Sogi, Naoya; Kobayashi, Takumi; Xue, Jing-Hao; Maki, Atsuto; (2022) Discriminant feature extraction by generalized difference subspace. IEEE Transactions on Pattern Analysis and Machine Intelligence 10.1109/tpami.2022.3168557. (In press).

Gabrio, A; Gunsoy, NB; Baio, G; Martin, A; Paly, VF; Risebrough, N; Halpin, DMG; ... Ismaila, AS; + view all Gabrio, A; Gunsoy, NB; Baio, G; Martin, A; Paly, VF; Risebrough, N; Halpin, DMG; Singh, D; Wise, RA; Han, MK; Martinez, FJ; Criner, GJ; Martin, N; Lipson, DA; Ismaila, AS; - view fewer (2022) Single-Inhaler Triple Therapy in Patients with Advanced COPD: Bayesian Modeling of the Healthcare Resource Utilization Data and Associated Costs from the IMPACT Trial. International Journal of COPD , 17 pp. 1633-1642. 10.2147/COPD.S342244.

Ghione, Paola; Palomba, M Lia; Ghesquieres, Hervé; Bobillo, Sabela; Patel, Anik R; Nahas, Myrna; Kanters, Steve; ... Gribben, John; + view all Ghione, Paola; Palomba, M Lia; Ghesquieres, Hervé; Bobillo, Sabela; Patel, Anik R; Nahas, Myrna; Kanters, Steve; Deighton, Kevin; Hatswell, Anthony; Ma, Long; Limbrick-Oldfield, Eve H; Snider, Julia Thornton; Wade, Sally W; Riberio, Maria Teresa; Radford, John; Beygi, Sara; Gribben, John; - view fewer (2022) Treatment patterns and outcomes in relapsed/refractory follicular lymphoma: results from the international SCHOLAR-5 study. Haematologica 10.3324/haematol.2022.281421. (In press).

Ghione, Paola; Palomba, M Lia; Patel, Anik R; Bobillo, Sabela; Deighton, Kevin; Jacobson, Caron A; Nahas, Myrna; ... Gribben, John G; + view all Ghione, Paola; Palomba, M Lia; Patel, Anik R; Bobillo, Sabela; Deighton, Kevin; Jacobson, Caron A; Nahas, Myrna; Hatswell, Anthony J; Jung, A Scott; Kanters, Steve; Snider, Julia Thornton; Neelapu, Sattva S; Ribeiro, Maria Teresa; Brookhart, M Alan; Ghesquieres, Herve; Radford, John; Gribben, John G; - view fewer (2022) Comparative effectiveness of ZUMA-5 (axi-cel) vs SCHOLAR-5 external control in relapsed/refractory follicular lymphoma. Blood , 140 (8) pp. 851-860. 10.1182/blood.2021014375.

Giles, Daniel; Gailler, Audrey; Dias, Frédéric; (2022) Automated Approaches for Capturing Localized Tsunami Response—Application to the French Coastlines. Journal of Geophysical Research: Oceans , 127 (6) , Article e2022JC018467. 10.1029/2022jc018467.

Gomes, Manuel; Latimer, Nick; Soares, Marta; Dias, Sofia; Baio, Gianluca; Freemantle, Nick; Dawoud, Dalia; ... Grieve, Richard; + view all Gomes, Manuel; Latimer, Nick; Soares, Marta; Dias, Sofia; Baio, Gianluca; Freemantle, Nick; Dawoud, Dalia; Wailoo, Allan; Grieve, Richard; - view fewer (2022) Target Trial Emulation for Transparent and Robust Estimation of Treatment Effects for Health Technology Assessment Using Real-World Data: Opportunities and Challenges. PharmacoEconomics , 40 pp. 577-586. 10.1007/s40273-022-01141-x.

Graham, Matthew M.; Thiery, Alexandre H.; Beskos, Alexandros; (2022) Manifold Markov chain Monte Carlo methods for Bayesian inference in diffusion models. Journal of the Royal Statistical Society: Series B (Statistical Methodology) , 84 (4) pp. 1229-1256. 10.1111/rssb.12497.

Green, Nathan; Agossa, Fiacre; Yovogan, Boulais; Oxborough, Richard; Kitau, Jovin; Muller, Pie; Constant, Edi; ... Sherrard-Smith, Ellie; + view all Green, Nathan; Agossa, Fiacre; Yovogan, Boulais; Oxborough, Richard; Kitau, Jovin; Muller, Pie; Constant, Edi; Rowland, Mark; Tchacaya, Emile FS; Benjamin, Koudou G; Churcher, Thomas S; Betancourt, Michael; Sherrard-Smith, Ellie; - view fewer (2022) An evidence synthesis approach for combining different data sources illustrated using entomological efficacy of insecticides for indoor residual spraying. PloS One , 17 (3) , Article e0263446. 10.1371/journal.pone.0263446.

Green, Nathan; Heath, Anna; Baio, Gianluca; (2022) BCEA: An R Package for Cost-Effectiveness Analysis. Journal of Open Source Software , 7 (77) , Article 4206. 10.21105/joss.04206.

Grey, Alistair DR; Scott, Rebecca; Shah, Bina; Acher, Peter; Liyanage, Sidath; Pavlou, Menelaos; Omar, Rumana; ... Ahmed, Hashim U; + view all Grey, Alistair DR; Scott, Rebecca; Shah, Bina; Acher, Peter; Liyanage, Sidath; Pavlou, Menelaos; Omar, Rumana; Chinegwundoh, Frank; Patki, Prasad; Shah, Taimur T; Hamid, Sami; Ghei, Maneesh; Gilbert, Kayleigh; Campbell, Diane; Brew-Graves, Chris; Arumainayagam, Nimalan; Chapman, Alex; McLeavy, Laura; Karatziou, Angeliki; Alsaadi, Zayneb; Collins, Tom; Freeman, Alex; Eldred-Evans, David; Bertoncelli-Tanaka, Mariana; Tam, Henry; Ramachandran, Navin; Madaan, Sanjeev; Winkler, Mathias; Arya, Manit; Emberton, Mark; Ahmed, Hashim U; - view fewer (2022) Multiparametric ultrasound versus multiparametric MRI to diagnose prostate cancer (CADMUS): a prospective, multicentre, paired-cohort, confirmatory study. The Lancet Oncology , 23 (3) pp. 428-438. 10.1016/S1470-2045(22)00016-X.

Griffin, James; Hinoveanu, Laurentiu; Hopker, James; (2022) Bayesian modelling of elite sporting performance with large databases. Journal of Quantitative Analysis in Sports , 18 (4) pp. 253-267. 10.1515/jqas-2021-0112.

Groner, V; Nicholas, O; Mabhaudhi, T; Slotow, R; Akçakaya, HR; Mace, GM; Pearson, R; (2022) Climate change, land cover change, and overharvesting threaten a widely used medicinal plant in South Africa. Ecological Applications , 32 (4) , Article e2545. 10.1002/eap.2545.

Hatswell, Anthony; (2022) Smaller science company? Tailor your CV for a manager, not HR. Nature 10.1038/d41586-022-00557-x.

Hatswell, Anthony J; Deighton, Kevin; Snider, Julia Thornton; Brookhart, M Alan; Faghmous, Imi; Patel, Anik R; (2022) Approaches to Selecting "Time Zero" in External Control Arms with Multiple Potential Entry Points: A Simulation Study of 8 Approaches. Medical Decision Making , 42 (7) pp. 893-905. 10.1177/0272989X221096070.

Heslin, Margaret; Jin, Huajie; Trevillion, Kylee; Ling, Xiaoxiao; Nath, Selina; Barrett, Barbara; Demilew, Jill; ... Byford, Sarah; + view all Heslin, Margaret; Jin, Huajie; Trevillion, Kylee; Ling, Xiaoxiao; Nath, Selina; Barrett, Barbara; Demilew, Jill; Ryan, Elizabeth G; O'Connor, Sheila; Sands, Polly; Milgrom, Jeannette; Bick, Debra; Stanley, Nicky; Hunter, Myra S; Howard, Louise M; Byford, Sarah; - view fewer (2022) Cost-effectiveness of screening tools for identifying depression in early pregnancy: a decision tree model. BMC Health Services Research , 22 (1) , Article 774. 10.1186/s12913-022-08115-x.

Hostettler, IC; Lange, N; Schwendinger, N; Ambler, G; Hirle, T; Frangoulis, S; Trost, D; ... Wostrack, M; + view all Hostettler, IC; Lange, N; Schwendinger, N; Ambler, G; Hirle, T; Frangoulis, S; Trost, D; Gempt, J; Kreiser, K; Meyer, B; Winter, C; Wostrack, M; - view fewer (2022) VPS dependency after aneurysmal subarachnoid haemorrhage and influence of admission hyperglycaemia. European Stroke Journal 10.1177/23969873221147087. (In press).

Irwandi, Rizky A; Kuswandani, Sandra O; Harden, Simon; Marletta, Debora; D'Aiuto, Francesco; (2022) Circulating inflammatory cell profiling and periodontitis: A systematic review and meta-analysis. Journal of Leukocyte Biology , 111 (5) pp. 1069-1096. 10.1002/JLB.5RU1021-524R.

Jackson, CH; Baio, G; Heath, A; Strong, M; Welton, NJ; Wilson, ECF; (2022) Value of Information Analysis in Models to Inform Health Policy. Annual Review of Statistics and Its Application , 9 (2022) 10.1146/annurev-statistics-040120-010730. (In press).

Jaskari, Joel; Sahlsten, Jaakko; Damoulas, THEODOROS; Knoblauch, Jeremias; Sarkka, Simo; Karkkainen, Leo; Hietala, Kustaa; Jaskari, Joel; Sahlsten, Jaakko; Damoulas, THEODOROS; Knoblauch, Jeremias; Sarkka, Simo; Karkkainen, Leo; Hietala, Kustaa; Kaski, Kimmok; - view fewer (2022) Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification. IEEE Access , 10 pp. 76669-76681. 10.1109/ACCESS.2022.3192024.

Jersakova, Radka; Lomax, James; Hetherington, James; Lehmann, Brieuc; Nicholson, George; Briers, Mark; Holmes, Chris; (2022) Bayesian imputation of COVID-19 positive test counts for nowcasting under reporting lag. Journal of the Royal Statistical Society: Series C (Applied Statistics) , 71 (4) pp. 834-860. 10.1111/rssc.12557.

Jiang, Runqing; Yan, Yan; Xue, Jing-Hao; Wang, Biao; Wang, Hanzi; (2022) When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework. IEEE Transactions on Neural Networks and Learning Systems pp. 1-15. 10.1109/tnnls.2022.3188799. (In press).

Jones, E; Palmer, T; (2022) A review of group-based methods for teaching statistics in higher education. Teaching Mathematics and its Applications , 41 (1) pp. 69-86. 10.1093/teamat/hrab002.

Kanai, Ryuichi; Kamogawa, Masashi; Nagao, Toshiyasu; Smith, Alan; Guillas, Serge; (2022) Robust uncertainty quantification of the volume of tsunami ionospheric holes for the 2011 Tohoku-Oki earthquake: towards low-cost satellite-based tsunami warning systems. Natural Hazards and Earth System Sciences , 22 (3) pp. 849-868. 10.5194/nhess-22-849-2022.

Kayyali El-Alem, Yara; Maier, Sebastian; Seifert, Ralf W; (2022) A machine learning-based framework for forecasting sales of new products with short life cycles using deep neural networks. International Journal of Forecasting 10.1016/j.ijforecast.2022.09.005. (In press).

Keeney, Edna; Memtsa, Maria; Goodhart, Venetia; Jurkovic, Davor; Ambler, Gareth; Khan, Nazim; Round, Jeff; (2022) An observational cohort study of health outcomes and costs associated with early pregnancy assessment units in the UK. BMC Health Services Research , 22 (1) , Article 319. 10.1186/s12913-022-07709-9.

Kelleher, Dan; Kharroubi, Samer; Doherty, Edel; Baio, Gianluca; O'Neill, Ciaran; (2022) Examining the Association between Polish Migrant Status and Health Preferences Using a Novel Application of a Smaller Design EQ-5D-5L Valuation Study. PharmacoEconomics - Open 10.1007/s41669-021-00314-2.

Kelleher, Daniel; Lord, Kathryn; Duffy, Larisa; Rapaport, Penny; Barber, Julie; Manthorpe, Jill; Leverton, Monica; ... Cooper, Claudia; + view all Kelleher, Daniel; Lord, Kathryn; Duffy, Larisa; Rapaport, Penny; Barber, Julie; Manthorpe, Jill; Leverton, Monica; Dow, Briony; Budgett, Jessica; Banks, Sara; Duggan, Sandra; Cooper, Claudia; - view fewer (2022) Time to reflect is a rare and valued opportunity; a pilot of the NIDUS-professional dementia training intervention for homecare workers during the Covid-19 pandemic. Health and Social Care in the Community 10.1111/hsc.13737.

Kharytaniuk, Natallia; Lim, EA; Chan, E; Pavlou, M; Werring, DJ; Bamiou, DE; (2022) Olfactory dysfunction is common in classical infratentorial superficial siderosis of the central nervous system. Journal of Neurology 10.1007/s00415-022-11329-y. (In press).

Kharytaniuk, Natallia; Mazaheri, Amir Ala; Pavlou, Menelaos; Werring, David; Bamiou, Doris-Eva; (2022) Health-Related Quality of Life in Adults With Classical Infratentorial Superficial Siderosis: A Cross-sectional Study. Neurology , 99 (19) e2201-e2211. 10.1212/WNL.0000000000201115.

Konstantinoudis, Garyfallos; Cameletti, Michela; Gomez-Rubio, Virgilio; Gomez, Inmaculada Leon; Pirani, Monica; Baio, Gianluca; Larrauri, Amparo; ... Blangiardo, Marta; + view all Konstantinoudis, Garyfallos; Cameletti, Michela; Gomez-Rubio, Virgilio; Gomez, Inmaculada Leon; Pirani, Monica; Baio, Gianluca; Larrauri, Amparo; Riou, Julien; Egger, Matthias; Vineis, Paolo; Blangiardo, Marta; - view fewer (2022) Regional excess mortality during the 2020 COVID-19 pandemic in five European countries. Nature Communications , 13 , Article 482. 10.1038/s41467-022-28157-3.

Li, Vivien; Leurent, Baptiste; Barkhof, Frederik; Braisher, Marie; Cafferty, Fay; Ciccarelli, Olga; Eshaghi, Arman; ... Chataway, Jeremy; + view all Li, Vivien; Leurent, Baptiste; Barkhof, Frederik; Braisher, Marie; Cafferty, Fay; Ciccarelli, Olga; Eshaghi, Arman; Gray, Emma; Nicholas, Jennifer M; Parmar, Mahesh; Peryer, Guy; Robertson, Jenny; Stallard, Nigel; Wason, James; Chataway, Jeremy; - view fewer (2022) Designing Multi-arm Multistage Adaptive Trials for Neuroprotection in Progressive Multiple Sclerosis. Neurology 10.1212/WNL.0000000000200604. (In press).

Li, W; Rubio, FJ; (2022) On a prior based on the Wasserstein information matrix. Statistics and Probability Letters , 190 , Article 109645. 10.1016/j.spl.2022.109645.

Ling, Xiaoxiao; Gabrio, Andrea; Mason, Alexina; Baio, Gianluca; (2022) A Scoping Review of Item-Level Missing Data in Within-Trial Cost-Effectiveness Analysis. Value in Health , 25 (9) pp. 1654-1662. 10.1016/j.jval.2022.02.009.

Ling, Y; Zhou, F; Guo, K; Xue, J-H; (2022) ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment. Neurocomputing , 493 pp. 568-582. 10.1016/j.neucom.2021.12.098.

Ling, Yurong; Liu, Zijing; Xue, Jing-Hao; (2022) Survival Analysis of High-Dimensional Data With Graph Convolutional Networks and Geometric Graphs. IEEE Transactions on Neural Networks and Learning Systems pp. 1-11. 10.1109/TNNLS.2022.3190321. (In press).

Liu, Y; Fearn, T; Strlič, M; (2022) Photodegradation of iron gall ink affected by oxygen, humidity and visible radiation. Dyes and Pigments , 198 , Article 109947. 10.1016/j.dyepig.2021.109947.

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Yang, Xiaochen; Guo, Yiwen; Dong, Mingzhi; Xue, Jing-Hao; (2022) Toward Certified Robustness of Distance Metric Learning. IEEE Transactions on Neural Networks and Learning Systems pp. 1-11. 10.1109/tnnls.2022.3199902. (In press).

Yonekura, S; Beskos, A; (2022) Online Smoothing for Diffusion Processes Observed with Noise. Journal of Computational and Graphical Statistics , 31 (4) pp. 1344-1360. 10.1080/10618600.2022.2027243.

Zhao, Pengyang; Chen, Zhiquan; Xue, Jing-Hao; Feng, Jianjiang; Yang, Wenming; Liao, Qingmin; Zhou, Jie; (2022) Single-Sample Finger Vein Recognition via Competitive and Progressive Sparse Representation. IEEE Transactions on Biometrics, Behavior, and Identity Science 10.1109/tbiom.2022.3226270. (In press).

Proceedings paper

Aminian, Gholamali; Vega, Roberto; Rivasplata, Omar; Toni, Laura; Rodrigues, Miguel; (2022) Semi-Counterfactual Risk Minimization Via Neural Networks. In: Proceedings of the 15th European Workshop on Reinforcement Learning (EWRL 2022). (pp. pp. 1-20). European Workshop on Reinforcement Learning

Clivio, Oscar; Falck, Fabian; Lehmann, Brieuc; Deligiannidis, George; Holmes, Chris; (2022) Neural Score Matching for High-Dimensional Causal Inference. In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.) Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022. (pp. pp. 1-35). PMLR

Daskalakis, C; Dellaportas, P; Panos, A; (2022) How Good are Low-Rank Approximations in Gaussian Process Regression? In: Proceedings of 36th AAAI conference on Artificial intelligence. (pp. pp. 6463-6470). AAAI (Association for the Advancement of Artificial Intelligence): Palo Alto, CA, USA.

Dellaporta, Charita; Knoblauch, Jeremias; Damoulas, Theodoros; Briol, François-Xavier; (2022) Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap. In: AISTATS 2022 Accepted Papers. AISTATS (In press).

Dogucu, Mine; Johnson, Alicia; (2022) Supporting Bayesian Modeling With Visualizations. In: Proceedings of the 11th International Conference on Teaching Statistics (ICOTS11 2022). International Association for Statistical Education: Rosario, Argentina.

Fong, Edwin; Lehmann, Brieuc; (2022) A Predictive Approach to Bayesian Nonparametric Survival Analysis. In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.) Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. (pp. pp. 6990-7013). PMLR 151

Hird, M; Livingstone, S; Zanella, G; (2022) A fresh take on 'Barker dynamics' for MCMC. In: Monte Carlo and Quasi-Monte Carlo Methods. (pp. pp. 169-184). Springer Nature: Cham, Switzerland.

Honnor, Thomas; Abourashchi, Niloufar; Rassias, Matina; (2022) Empowering Non-specialists to Interpret and Disseminate Statistics Through Structured Assessments. In: Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics. International Association for Statistical Education: Rosario, Argentina.

Husain, H; Knoblauch, J; (2022) Adversarial Interpretation of Bayesian Inference. In: Proceedings of The 33rd International Conference on Algorithmic Learning Theory. (pp. pp. 553-572). Proceedings of Machine Learning Research (PMLR): Paris, France.

Jackson, J; Mitra, R; Francis, B; Dove, I; (2022) On Integrating the Number of Synthetic Data Sets m into the a priori Synthesis Approach. In: Privacy in Statistical Databases. PSD 2022. (pp. pp. 205-219). Springer International Publishing: Cham, Switzerland.

Jendoubi, Takoua; Abourashchi, Niloufar; (2022) Fostering Collaborative Learning Through Postgraduate Group Projects in Statistics Education. In: Peters, Susan, (ed.) Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics. International Association for Statistical Education (IASE): Rosario, Argentina.

Kaddour, Jean; Linqing, Liu; Silva, Ricardo; Kusner, Matt; (2022) When Do Flat Minima Optimizers Work? In: NeurIPS Proceedings. NeurIPS: New Orleans, LA, USA.

Ling, Y; Liu, Z; Xue, J; (2022) Dimension reduction for data with heterogeneous missingness. In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence (UAI 2021). (pp. pp. 1310-1320). MLResearchPress

Ling, Yurong; Xue, Jinghao; (2022) Dimension Reduction for High-dimensional Small Counts with KL Divergence. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). (pp. pp. 1-11). UAI (In press).

Saibene, Yanina Bellini; Dogucu, Mine; Palopoli, Nicolás; Campitelli, Elio; Acion, Laura; Corrales, Paola; Loto, Patricia; (2022) MetaDocencia: Teaching Statistics And Data Science Online. In: Bridging the Gap: Empowering & Educating Today’s Learners in Statistics. Proceedings of the 11th International Conference on Teaching Statistics (ICOTS11 2022). International Association for Statistical Education: Rosario, Argentina.

Watson, David; (2022) Rational Shapley Values. In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. (pp. pp. 1083-1094). ACM

Watson, DS; Silva, R; (2022) Causal Discovery Under a Confounder Blanket. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). (pp. pp. 2096-2106). PMLR 180

Zou, X; Yan, Y; Xue, J; Chen, S; Wang, H; (2022) When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework. In: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22). AAAI (In press).

Working / discussion paper

Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna; (2022) Interpretable Deep Causal Learning for Moderation Effects. arXiv

Franzolini, Beatrice; Beskos, Alexandros; Iorio, Maria De; Koziell, Warrick Poklewski; Grzeszkiewicz, Karolina; (2022) Change point detection in dynamic Gaussian graphical models: the impact of COVID-19 pandemic on the US stock market. arXiv: Ithaca, NY, USA.

Hardcastle, Luke; Livingstone, Samuel; Black, Claire; Ricciardi, Federico; Baio, Gianluca; (2022) A Bayesian hierarchical model for improving exercise rehabilitation in mechanically ventilated ICU patients. ArXiv: Ithaca, NY, USA.

Iguchi, Yuga; Beskos, Alexandros; Graham, Matthew M; (2022) Parameter Estimation with Increased Precision for Elliptic and Hypo-elliptic Diffusions. arXiv: Ithaca, NY, USA.

Li, Kaiyu; Giles, Daniel; Karvonen, Toni; Guillas, Serge; Briol, François-Xavier; (2022) Multilevel Bayesian Quadrature. arXiv: Ithaca, NY, USA.

Marra, Giampiero; Radice, Rosalba; Zimmer, David; (2022) A Unifying Switching Regime Regression Framework with Applications in Health Economics. UCL Department of Statistical Science: London, UK.

Matsubara, Takuo; Knoblauch, Jeremias; Briol, François-Xavier; Oates, Chris J; (2022) Generalised Bayesian Inference for Discrete Intractable Likelihood. arXiv: Ithaca (NY), USA.

Xia, Weihao; Xue, Jing-Hao; (2022) A Survey on Deep Generative 3D-aware Image Synthesis. ArXiv: Ithaca, NY, USA.

Zhang, Mingtian; Key, Oscar; Hayes, Peter; Barber, David; Paige, Brooks; Briol, François-Xavier; (2022) Towards Healing the Blindness of Score Matching. arXiv: Ithaca (NY), USA.

Thesis

Barnes, Clair; (2022) Bayesian Post-Processing of Multi-Model Ensemble Forecasts. Doctoral thesis (Ph.D), UCL (University College London).

Chilinski, Pawel; (2022) Cumulative Distribution Functions As The Foundation For Probabilistic Models. Doctoral thesis (Ph.D), UCL (University College London).

Hallgren, Fredrik; (2022) Kernel PCA and the Nyström method. Doctoral thesis (Ph.D), UCL ( University College London).

Ling, Yurong; (2022) High-dimensional non-Gaussian data analysis based on sample relationship. Doctoral thesis (Ph.D), University College London.

Pan, Shengning; (2022) Joint models for bivariate discrete longitudinal outcome and survival. Doctoral thesis (Ph.D), UCL (University College London).

Remiro Azócar, Antonio; (2022) Population-Adjusted Indirect Treatment Comparisons with Limited Access to Patient-Level Data. Doctoral thesis (Ph.D), UCL (University College London).

Rivasplata, Omar; (2022) PAC-Bayesian Computation. Doctoral thesis (Ph.D), UCL (University College London).

Toha, Nurul Ain binti; (2022) A Machine Learning view of Distribution Estimation: Efficient Computation of Empirical Proper Losses, Mixed in/out-of-sample Asymptotics of Empirical Proper Losses, a Unified Machine Learning Interface for Density Estimation, and a Systematic Benchmarking Experiment. Doctoral thesis (Ph.D), UCL (University College London).

Wang, Wenyu; (2022) Multi-state Markov models with fixed and random effects. Doctoral thesis (Ph.D), UCL (University College London).

This list was generated on Mon Oct 21 01:52:02 2024 BST.