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المؤلفون: Kate Birnie, Rachael A. Hughes, Michael J. Crowther, Margaret T May, Elinor Curnow, Kate Tilling
المصدر: Curnow, E, Hughes, R A, Birnie, K, Crowther, M J, May, M T & Tilling, K 2021, ' Multiple imputation strategies for a bounded outcome variable in a competing risks analysis ', Statistics in Medicine, vol. 40, no. 8, pp. 1917-1929 . https://doi.org/10.1002/sim.8879
Statistics in Medicineمصطلحات موضوعية: Statistics and Probability, Matching (statistics), bounded data, multiple imputation, Epidemiology, Risk Assessment, 01 natural sciences, 010104 statistics & probability, 03 medical and health sciences, missing data, 0302 clinical medicine, Statistics, Humans, Computer Simulation, Cumulative incidence, 030212 general & internal medicine, Imputation (statistics), 0101 mathematics, Research Articles, Mathematics, Event (probability theory), competing risks, Likelihood Functions, Sampling (statistics), Missing data, Regression, Research Design, predictive mean matching, Data Interpretation, Statistical, Bounded function, Research Article
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https://hdl.handle.net/1983/aa21e070-cc83-4c92-9e1d-8a767f609934 -
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المؤلفون: Rachael A. Hughes, Jonathan W. Bartlett
المصدر: Bartlett, J & Hughes, R 2020, ' Bootstrap Inference for Multiple Imputation under Uncongeniality and Misspecification ', Statistical Methods in Medical Research . https://doi.org/10.1177/0962280220932189
Bartlett, J W & Hughes, R A 2020, ' Bootstrap Inference for Multiple Imputation under Uncongeniality and Misspecification ', Statistical Methods in Medical Research . https://doi.org/10.1177/0962280220932189
Statistical Methods in Medical Researchمصطلحات موضوعية: FOS: Computer and information sciences, Statistics and Probability, Statistics::Theory, Computer science, Epidemiology, Inference, Analysis models, 01 natural sciences, Methodology (stat.ME), 010104 statistics & probability, 03 medical and health sciences, 0302 clinical medicine, Health Information Management, Frequentist inference, Econometrics, Statistics::Methodology, 030212 general & internal medicine, Imputation (statistics), 0101 mathematics, bootstrap, Statistics - Methodology, Models, Statistical, Statistics::Applications, Articles, Variance (accounting), Missing data, Quantitative Biology::Genomics, Confidence interval, congeniality, Bootstrapping (electronics), Data Interpretation, Statistical, Multiple imputation
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URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8da12eed9035d8b45c5a090064cabd89
https://purehost.bath.ac.uk/ws/files/205488484/BootstrapMIPaper_2020_05_14.pdf -
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المؤلفون: Jon Heron, Rachael A. Hughes, Kate Tilling, Jonathan A C Sterne
المصدر: Hughes, R A, Heron, J, Sterne, J A C & Tilling, K 2019, ' Accounting for missing data in statistical analyses : multiple imputation is not always the answer ', International Journal of Epidemiology, vol. 48, no. 4, dyz032, pp. 1294-1304 . https://doi.org/10.1093/ije/dyz032
International Journal of Epidemiologyمصطلحات موضوعية: Biomedical Research, multiple imputation, Epidemiology, Computer science, 01 natural sciences, 010104 statistics & probability, 03 medical and health sciences, missing data, 0302 clinical medicine, Bias, Statistics, Covariate, Range (statistics), Methods, Humans, 030212 general & internal medicine, complete case analysis, 0101 mathematics, missing data mechanisms, Inverse probability weighting, Selection (genetic algorithm), Probability, Contrast (statistics), Regression analysis, General Medicine, Missing data, Outcome (probability), Data Accuracy, missing data patterns, Complete case analysis, Research Design, Data Interpretation, Statistical, inverse probability weighting
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URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ce4e9adcc247a28a4c33f5a458de15d1
https://hdl.handle.net/1983/24f62c82-f847-4d29-81bd-02f71045e759 -
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المصدر: The Stata Journal: Promoting communications on statistics and Stata. 17:573-599
مصطلحات موضوعية: Stochastic process, Autocorrelation, Derivative, Variance (accounting), Covariance, 01 natural sciences, 010104 statistics & probability, 03 medical and health sciences, 0302 clinical medicine, Mathematics (miscellaneous), Scoring algorithm, Convergence (routing), Trajectory, Econometrics, 030212 general & internal medicine, 0101 mathematics, Algorithm, Mathematics
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المؤلفون: Rachael A. Hughes, Mark J. Nieuwenhuijsen, Martine Vrijheid, Serena Fossati, Yesika Díaz, Talita Duarte-Salles, Jeroen de Bont, Montserrat de Castro, Marta Cirach, Kate Tilling
المصدر: de Bont, J, Hughes, R, Tilling, K M, Diaz, Y, de Castro, M, Cirach, M, Fossati, S, Nieuwenhuijsen, M, Duarte-Salles, T & Vrijheid, M 2020, ' Early life exposure to air pollution, green spaces and built environment, and body mass index growth trajectories during the first 5 years of life : a large longitudinal study ', Environmental Pollution, vol. 266, no. 3, 115266 . https://doi.org/10.1016/j.envpol.2020.115266
مصطلحات موضوعية: Longitudinal study, 010504 meteorology & atmospheric sciences, growth, Health, Toxicology and Mutagenesis, air pollution, Nitrogen Dioxide, Air pollution, body mass index, green spaces, 010501 environmental sciences, Toxicology, medicine.disease_cause, 01 natural sciences, Body Mass Index, Air Pollution, Political science, medicine, Humans, Longitudinal Studies, Built Environment, Child, Environmental planning, Índex de massa corporal, Built environment, childhood, 0105 earth and related environmental sciences, Strategic planning, Air Pollutants, Aire -- Contaminació, Foundation (engineering), Environmental Exposure, General Medicine, built environment, Pollution, Early life, Spain, Child, Preschool, Particulate Matter, Zones verdes, Infants, Body mass index
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المؤلفون: Rachael A. Hughes, Shaun R. Seaman
المساهمون: Seaman, Shaun [0000-0003-3726-5937], Apollo - University of Cambridge Repository
المصدر: Statistical Methods in Medical Research
Seaman, S R & Hughes, R A 2018, ' Relative efficiency of joint-model and full-conditional-specification multiple imputation when conditional models are compatible : The general location model ', Statistical Methods in Medical Research, vol. 27, no. 6, pp. 1603-1614 . https://doi.org/10.1177/0962280216665872مصطلحات موضوعية: Statistics and Probability, informative margins, Biomedical Research, linear discriminant analysis, Epidemiology, log linear model, Compatibility, 01 natural sciences, 010104 statistics & probability, 03 medical and health sciences, symbols.namesake, missing data, 0302 clinical medicine, Health Information Management, Discriminative model, Bias, Gibbs sampler, Econometrics, Statistics::Methodology, 030212 general & internal medicine, 0101 mathematics, Mathematics, Randomized Controlled Trials as Topic, chained equations, Models, Statistical, Statistics::Applications, Location model, Regression analysis, Articles, Linear discriminant analysis, Missing data, Quantitative Biology::Genomics, congeniality, Efficiency, Data Interpretation, Statistical, symbols, Regression Analysis, Log-linear model, Algorithms, Gibbs sampling
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4e9dbf465d3a1fd9393d6b35fa776b58
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المؤلفون: Neil M Davies, Rachael A. Hughes, Kate Tilling, George Davey Smith
مصطلحات موضوعية: Selection bias, Mechanism (biology), media_common.quotation_subject, Instrumental variable, Directed acyclic graph, 01 natural sciences, Confidence interval, 010104 statistics & probability, 03 medical and health sciences, 0302 clinical medicine, Statistics, Range (statistics), 030212 general & internal medicine, 0101 mathematics, Association (psychology), Selection (genetic algorithm), Mathematics, media_common
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::60ff9ae1ba938282e6c3530fbd7fc02f
https://doi.org/10.1101/192237 -
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المصدر: Hughes, R, Kenward, M, Sterne, J A C & Tilling, K 2017, ' Estimation of the linear mixed integrated Ornstein-Uhlenbeck model ', Journal of Statistical Computation and Simulation, vol. 87, no. 8, pp. 1541-1558 . https://doi.org/10.1080/00949655.2016.1277425
Journal of Statistical Computation and Simulationمصطلحات موضوعية: Statistics and Probability, Mixed model, Integrated Ornstein-Uhlenbeck process, Mathematical optimization, Restricted maximum likelihood, 01 natural sciences, Generalized linear mixed model, Article, 010104 statistics & probability, 03 medical and health sciences, repeated measures, 0302 clinical medicine, random effects, 030212 general & internal medicine, 0101 mathematics, Mathematics, Fixed effects, Applied Mathematics, Autocorrelation, Ornstein–Uhlenbeck process, Original Articles, Missing data, Data structure, Random effects model, Integrated Ornstein–Uhlenbeck process, Random effects, Modeling and Simulation, 62P10, Newton Raphson, 62M10, Repeated measures, Statistics, Probability and Uncertainty, 62J99, Algorithm, Jean Golding, 62F99
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المؤلفون: Jackowski S, Ahmed Elhakeem, Li Z, Tim J Cole, Struan F.A. Grant, Debbie A Lawlor, Baxter-Jones A, Babette S. Zemel, Rachael A. Hughes, Kwong Asf, Kate Tilling, Diana L. Cousminer
المصدر: medRxiv
Elhakeem, A, Hughes, R, Tilling, K M, Cousminer, D L, Jackowski, S, Cole, T J, Kwong, A S F, Li, Z, Grant, S F A, Baxter-Jones, A, Zemel, B S & Lawlor, D A 2022, ' Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies ', BMC Medical Research Methodology, vol. 22, no. 1, 68 . https://doi.org/10.1186/s12874-022-01542-8
Elhakeem, A, Hughes, R A, Tilling, K, Cousminer, D L, Jackowski, S A, Cole, T J, Kwong, A S F, Li, Z, Grant, S F A, Baxter-Jones, A D G, Zemel, B S & Lawlor, D A 2022, ' Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies ', BMC Medical Research Methodology, vol. 22, no. 1, 68 . https://doi.org/10.1186/s12874-022-01542-8مصطلحات موضوعية: Adult, Male, Adolescent, Rotation, Bone mineral content, Computer science, Epidemiology, Health Informatics, Translation (geometry), 01 natural sciences, Cohort Studies, PBMAS, Young Adult, 010104 statistics & probability, 03 medical and health sciences, 0302 clinical medicine, Life-course, Bone Density, BMDCS, Mixed-effects, Growth models, Tutorial, Humans, Applied mathematics, 030212 general & internal medicine, 0101 mathematics, Child, Bone growth, Models, Statistical, Statistical model, Replicate, ALSPAC, Visualization, Nonlinear system, Child, Preschool, Linear Models, Trajectory, Female, Rotation (mathematics)
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