Flexible Imputation of Missing Data

Cited by (1,002)

Items 201–300 of 1,002

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2. Using multiple imputation to estimate missing data in meta‐regression
   E. Hance Ellington, Guillaume Bastille‐Rousseau, Cayla Austin, Kristen N. Landolt, Bruce A. Pond, Erin E. Rees, Nicholas Robar, Dennis L. Murray · 2014 · Methods in Ecology and Evolution
3. Missing data
   Shinichi Nakagawa · 2015 · Oxford University Press eBooks
4. Sensitivity analysis for a partially missing binary outcome in a two-arm randomized clinical trial
   Victoria Liublinska, Donald B. Rubin · 2014 · Statistics in Medicine
5. Addressing Missing Data in Clinical Studies of Kidney Diseases
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6. Family socioeconomic position in early life and onset of depressive symptoms and depression: a prospective cohort study
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7. Detecting Mild Cognitive Deficits in P arkinson's D isease: C omparison of N europsychological T ests
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8. Father absence and depressive symptoms in adolescence: findings from a UK cohort
   Iryna Culpin, Jon Heron, Ricardo Araya, Roberto Melotti, Carol J. Joinson · 2013 · Psychological Medicine
9. Bedtime in Preschool-Aged Children and Risk for Adolescent Obesity
   Sarah E. Anderson, Rebecca Andridge, Robert C. Whitaker · 2016 · The Journal of Pediatrics
10. A Community-Based Physical Activity Counselling Program for People With Knee Osteoarthritis: Feasibility and Preliminary Efficacy of the Track-OA Study
    Li, Linda C, Sayre, Eric C, Xie, Hui, Clayton, Cam, Feehan, Lynne M · 2017 · JMIR mHealth and uHealth
11. The MIDAS Touch: Accurate and Scalable Missing-Data Imputation with Deep Learning
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12. Significance Tests and Estimates for R2 for Multiple Regression in Multiply Imputed Datasets: A Cautionary Note on Earlier Findings, and Alternative Solutions
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13. Multiple Imputation by Predictive Mean Matching When Sample Size Is Small
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14. Machine learning enhances prediction of illness course: a longitudinal study in eating disorders
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15. Health and Well-Being of Adolescents in Different Family Structures in Germany and the Importance of Family Climate
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16. How and when financial incentives crowd out pro-environmental motivation: A longitudinal quasi-experimental study
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17. Prevalence, age-of-onset, and course of mental disorders among 72,288 first-year university students from 18 countries in the World Mental Health International College Student (WMH-ICS) initiative
    Andre Mason, Charlene M. Rapsey, Nancy A. Sampson, Sue Lee, Yesica Albor, Ahmad N. AlHadi, Jordi Alonso, Nouf K. Al-Saud, Yasmin A. Altwaijri, Claes R. Andersson et al. · 2025 · Journal of Psychiatric Research
18. Predictors of Recanalization of the Great Saphenous Vein in Randomized Controlled Trials 1 Year After Endovenous Thermal Ablation
    Simone K. van der Velden, Martin Lawaetz, Marianne G. De Maeseneer, Loes M. Hollestein, Tamar E. C. Nijsten, Renate Ruth van den Bos, Anke Biemans, Rosie Darwood, Ben C. V. M. Disselhoff, K. Helmy El Kaffas et al. · 2016 · European Journal of Vascular and Endovascular Surgery
19. Efficacy and Safety of Individualized Coaching After Stroke: the LAST Study (Life After Stroke)
    Torunn Askim, Birgitta Langhammer, Hege Ihle‐Hansen, Mari Gunnes, Stian Lydersen, Bent Indredavik, Torgeir A Engstad, Jon Magnussen, Anne Hansen, Rune Schjørlien et al. · 2017 · Stroke
20. Bayesian imputation of time-varying covariates in linear mixed models
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21. Implicit and explicit anti-fat bias: The role of weight-related attitudes and beliefs
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22. AgeWell.de – study protocol of a pragmatic multi-center cluster-randomized controlled prevention trial against cognitive decline in older primary care patients
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23. Physical activity, aerobic fitness, and brain white matter: Their role for executive functions in adolescence
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24. Missing-data analysis: socio- demographic, clinical and lifestyle determinants of low response rate on self- reported psychological and nutrition related multi- item instruments in the context of the ATTICA epidemiological study
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25. Relationships between personal values, micro-contextual factors and residents’ pro-environmental behaviors: An explorative study
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26. Weight suppression increases odds for future onset of anorexia nervosa, bulimia nervosa, and purging disorder, but not binge eating disorder
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27. Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview
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28. The dynamics of recent refugees’ language acquisition: how do their pathways compare to those of other new immigrants?
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29. An interactive method to select a set of sustainable urban development indicators
    Liem T. Tran · 2015 · Ecological Indicators
30. Effects of mindfulness-based stress reduction on distressed (type D) personality traits: a randomized controlled trial
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31. Multiple imputation in the presence of non-normal data
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32. Effectiveness of a Web-Based Tailored Intervention With Virtual Assistants Promoting the Acceptability of HPV Vaccination Among Mothers of Invited Girls: Randomized Controlled Trial
    Pot, Mirjam, Paulussen, Theo GWM, Ruiter, Robert AC, Eekhout, Iris, de Melker, Hester E, Spoelstra, Maxine EA, van Keulen, Hilde M · 2017 · Journal of Medical Internet Research
33. A Step-by-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling, Second Edition
    Norm O’Rourke, Larry Hatcher · 2013
34. Imagery enhancements increase the effectiveness of cognitive behavioural group therapy for social anxiety disorder: A benchmarking study
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35. An exploration of the associations between facets of interoceptive awareness and body image in adolescents
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36. On the use of the not‐at‐random fully conditional specification (NARFCS) procedure in practice
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37. A machine learning based decision aid for lameness in dairy herds using farm-based records
    D. Warner, E. Vasseur, Daniel M. Lefebvre · 2020 · Computers and Electronics in Agriculture
38. Near-term climate change impacts on sub-national malaria transmission
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39. International study of perceived neighbourhood environmental attributes and Body Mass Index: IPEN Adult study in 12 countries
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40. A multiple imputation approach for MNAR mechanisms compatible with Heckman's model
    Jacques‐Emmanuel Galimard, Sylvie Chevret, Camélia Protopopescu, Matthieu Resche‐Rigon · 2016 · Statistics in Medicine
41. Propensity score analysis with missing data.
    Heining Cham, Stephen G. West · 2016 · Psychological Methods
42. Statistical Inference in Missing Data by MCMC and Non-MCMC Multiple Imputation Algorithms: Assessing the Effects of Between-Imputation Iterations
    Masayoshi Takahashi · 2017 · Data Science Journal
43. Multiple imputation of multilevel missing data: An introduction to the R package pan
    Simon Grund, Oliver Lüdtke, Alexander Robitzsch · 2016 · arXiv (Cornell University)
44. ADHD Comorbidity Structure and Impairment: Results of the WHO World Mental Health Surveys International College Student Project (WMH-ICS)
    Arthur D. P. Mak, Sue Lee, Nancy A. Sampson, Yesica Albor, Jordi Alonso, Randy Patrick Auerbach, Harald Baumeister, Corina L. Benjet, Ronny Bruffaerts, Pim J. Cuijpers et al. · 2021 · Journal of Attention Disorders
45. Maximum Likelihood for Social Science
    M. Ward, John Ahlquist · 2018 · Cambridge University Press eBooks
46. The Impact of Learning Demands, Work-Related Resources, and Job Stressors on Creative Performance and Health
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47. The effects of an unsupervised water exercise program on low back pain and sick leave among healthy pregnant women – A randomised controlled trial
    Mette Grønbæk Backhausen, Ann Tabor, H Albert · 2017 · PLoS ONE
48. Where to go and how to get there: Goal clarification, process feedback and students’ need satisfaction and frustration from lesson to lesson
    Christa Krijgsman, Tim Mainhard, Jan van Tartwijk, Lars B. Borghouts, Maarten Vansteenkiste, Nathalie Aelterman, Leen Liesbeth Haerens · 2019 · Learning and Instruction
49. Clinical and pathological associations of PTEN expression in ovarian cancer: a multicentre study from the Ovarian Tumour Tissue Analysis Consortium
    Filipe Correia Martins, Dominique‐Laurent Couturier, Anna Paterson, Anthony Nicholas Karnezis, Christine Chow, Tayyebeh M. Nazeran, Adekunle Odunsi, Aleksandra Gentry‐Maharaj, Aleksandra Vrvilo, Alexander Hein et al. · 2020 · British Journal of Cancer
50. Associations between a mixture of phenols and phthalates and child behaviour in a French mother–child cohort with repeated assessment of exposure
    Ariane Guilbert, Matthieu Rolland, Isabelle Pin, Cathrine Thomsen, Amrit Kaur Sakhi, Azemira Sabaredzovic, Rémy Slama, Karine Guichardet, Claire Philippat · 2021 · Environment International
51. Clinical and biomechanical changes following a 4-month toe-out gait modification program for people with medial knee osteoarthritis: a randomized controlled trial
    Michael A. Hunt, Jesse M. Charlton, Natasha M. Krowchuk · 2018 · Osteoarthritis and Cartilage
52. Narrowed Gaps and Persistent Challenges: Examining Rural-Nonrural Disparities in Postsecondary Outcomes over Time
    Ryan S. Wells, Catherine A. Manly, Suzan Kommers, Ezekiel W. Kimball · 2019 · American Journal of Education
53. The Political Economy of Bilateral Bailouts
    Christina J. Schneider, Jennifer Tobin · 2020 · International Organization
54. Factors Associated With Workplace Bullying and the Mental Health of Construction Industry Apprentices: A Mixed Methods Study
    Victoria L. Ross, Sharna L. Mathieu, Rachmania Wardhani, Jorgen Gullestrup, Kairi Kõlves · 2021 · Frontiers in Psychiatry
55. Patient Characteristics and Outcomes by GN Subtype in ESRD
    Michelle Marie O'Shaughnessy, Maria E. Montez‐Rath, Richard A. Lafayette · 2015 · Clinical Journal of the American Society of Nephrology
56. Approach and avoidant emotion regulation prevent depressive symptoms in children with an Autism Spectrum Disorder
    Carolien J. Rieffe, Marieke de Bruine, Mark de Rooij, Lex Stockmann · 2014 · International Journal of Developmental Neuroscience
57. Changes in Sleep Duration, Quality, and Medication Use Are Prospectively Associated With Health and Well-being: Analysis of the UK Household Longitudinal Study
    Nicole K. Y. Tang, Mark Joseph A. Fiecas, Esther F. Afolalu, Dieter Wolke C · 2017 · SLEEP
58. Risk of myocardial infarction with use of selected non-steroidal anti-inflammatory drugs in patients with spondyloarthritis and osteoarthritis
    Maureen Dubreuil, Qiong Louie‐Gao, Christine E. Peloquin · 2018 · Annals of the Rheumatic Diseases
59. Heckman imputation models for binary or continuous MNAR outcomes and MAR predictors
    Jacques‐Emmanuel Galimard, Sylvie Chevret, Emmanuel Curis, Matthieu Resche‐Rigon · 2018 · BMC Medical Research Methodology
60. Effects of a Brief Mindfulness Curriculum on Self-reported Executive Functioning and Emotion Regulation in Hong Kong Adolescents
    Ka Nei Lam, Douglas Y. Seiden · 2019 · Mindfulness
61. Missing data and prediction: the pattern submodel
    Sarah Mercaldo, Jeffrey D. Blume · 2018 · Biostatistics
62. International Physical Activity and Built Environment Study of adolescents: IPEN Adolescent design, protocol and measures
    Kelli L. Cain, Jo Salmon, Terry L. Conway, Ester Cerin, Erica Aneke Hinckson, Josef Mitáš, Jasper Schipperijn, Lawrence Douglas Frank, Ranjit Mohan Anjana, Anthony H Barnett et al. · 2021 · BMJ Open
63. Metformin use and incidence cancer risk: evidence for a selective protective effect against liver cancer
    Harvey J. Murff, Christianne L. Roumie, Robert A. Greevy, Amber J. Hackstadt, Lucy D’Agostino McGowan, Adriana M. Hung, Carlos Gabriel Grijalva, Marie R. Griffin · 2018 · Cancer Causes & Control
64. Model selection to improve multiple imputation for handling high rate missingness in a water quality dataset
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65. Longitudinal Study of music Therapy’s Effectiveness for Premature infants and their caregivers (LongSTEP): protocol for an international randomised trial
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66. Selecting the model for multiple imputation of missing data: Just use an IC!
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67. Prediction of vitamin D deficiency by simple patient characteristics
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68. A comparison of outcomes between bovine pericardial and porcine valves in 38 040 patients in England and Wales over 10 years
    Graeme L. Hickey, Stuart W Grant, Ben J. M. Bridgewater · 2014 · European Journal of Cardio-Thoracic Surgery
69. Multiple imputation of missing covariate values in multilevel models with random slopes: a cautionary note
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70. Consensus on Hearing Aid Candidature and Fitting for Mild Hearing Loss, With and Without Tinnitus
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71. A comparison of model selection methods for prediction in the presence of multiply imputed data
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72. Correlates of excessive daytime sleepiness in obstructive sleep apnea: Results from the nationwide SESAR cohort including 34,684 patients
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73. Pooling ANOVA Results From Multiply Imputed Datasets
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77. Evaluating the Performance of Iterative Proportional Fitting for Spatial Microsimulation: New Tests for an Established Technique
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78. Obesity, Diabetes, and the Risk of Invasive Group B Streptococcal Disease in Nonpregnant Adults in the United States
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79. A General Method for Simultaneously Accounting for Phylogenetic and Species Sampling Uncertainty via Rubin’s Rules in Comparative Analysis
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80. The ability of different imputation methods for missing values in mental measurement questionnaires
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81. Predicting the Risk of a Second Basal Cell Carcinoma
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82. Missing data imputation of questionnaires by means of genetic algorithms with different fitness functions
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84. On the consistency of supervised learning with missing values
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85. Group metacognitive therapy for repetitive negative thinking in primary and non-primary generalized anxiety disorder: An effectiveness trial
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90. Racial Differences in Perceptions of Air Pollution Health Risk: Does Environmental Exposure Matter?
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91. Regression imputation in the functional linear model with missing values in the response
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98. Missing Network Data A Comparison of Different Imputation Methods
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