Sensitivity analysis for clinical trials with missing continuous outcome data using controlled multiple imputation: A practical guide

Cited by (203)

Items 101–200 of 203

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3. Evaluating Reporting of Patient-Reported Outcomes in Randomized Controlled Trials Regarding Inflammatory Bowel Disease: A Methodological Study
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4. Design of a randomized clinical trial of brief couple therapy for PTSD augmented with intranasal oxytocin
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5. Mental health chatbot for young adults with depression symptoms during the COVID-19 pandemic: a single-blind, three-arm, randomized controlled trial (Preprint)
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6. Poor reporting quality and high proportion of missing data in economic evaluations alongside pragmatic trials: a cross-sectional survey
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7. Digitally delivered cognitive behavioral therapy for insomnia (CBT-I) for patients with chronic pain and insomnia (The Back2Sleep Trial): study protocol for a randomized controlled trial
   Maria Louise Stage Olsen, Jonas Bloch Thorlund, Robert Hugh Zachariae, Werner Vach, Laila Bendix, Julie Roed Jespersen, Preben Kidmose, Christine Elizabeth Parsons, Kristian Kidholm, Henrik Bjarke Vægter · 2025 · Trials
8. Sensitivity Analyses for Missing in Repeatedly Measured Outcome Data
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9. Melatonin for chronic back pain (the MOCHA trial): study protocol for a randomized, double-blind, placebo-controlled trial
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10. Digital support for chronic dyspnoea management in primary care: protocol for the BREATHE (Breathlessness Rapid Evaluation and Therapy) cluster randomised controlled trial
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11. Analysis of Multiple Imputation Techniques in Healthcare Data
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12. SCALE-UP II: protocol for a pragmatic randomised trial examining population health management interventions to increase the uptake of at-home COVID-19 testing in community health centres
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13. Protocol for a trial-based economic evaluation analysis of a complex digital health intervention including a computerised decision support tool: the iFraP intervention
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14. Distributional imputation for the analysis of censored recurrent events
    Sarah R. Fairfax, Shu Yang · 2024 · Statistics in Medicine
15. Statistical Analysis Plan for the Optimal Post rTpa-Iv Monitoring in Ischemic Stroke Trial (OPTIMIST)
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16. Sensitivity analysis for time-to-event data accounting for intra-individual variability in time-varying covariates with missing data
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17. Predicting mortality in intensive care unit patients with CAUTI using an interpretable machine learning model: a retrospective cohort study from MIMIC-IV database
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18. Comparing Cognitive Behavioral Therapy and Ericksonian Hypnotherapy for Obsessive–Compulsive Disorder: A Randomized Controlled Trial
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19. App-based cognitive therapy for social anxiety disorder: A randomized-controlled comparison of guided and unguided app-based treatment versus waitlist
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20. Ten year follow-up of a randomized trial of autologous chondrocyte implantation versus alternative forms of surgical cartilage management in the knee
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22. Attainment of NICE blood pressure targets among older people with newly diagnosed hypertension: nationwide linked electronic health records cohort study
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23. Upper limb sensorimotor recovery in Asian stroke survivors: a study protocol for the development and implementation of a Technology-Assisted dIgitaL biOmaRker (TAILOR) platform
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24. A Person-Centered eHealth Intervention for Patients With Common Mental Disorders: Cost-Effectiveness Analysis Within a Randomized Controlled Trial
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25. Handling Missing Outcome Data in Cluster Randomized Trials With Both Individual‐ and Cluster‐Level Dropout
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26. Weighted multiple blockwise imputation method for high-dimensional regression with blockwise missing data
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27. Reference‐Based Multiple Imputation for Longitudinal Binary Data
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28. Regulatory Experiences with the Use of Multiple Imputation for Missing Data in a Phase 3 Confirmatory Trial
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29. The efficacy and safety of lignocaine-embedded dissolvable microneedle versus EMLA for topical analgesia in adults undergoing venepuncture: A single-centre, parallel-group, double-blind randomised clinical trial protocol in a tertiary care setting
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30. Protocol for a randomized controlled trial of a combined motivational interviewing and behavioral couples therapy intervention to reduce intimate partner violence and alcohol use in south India
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31. Evaluating missing outcome data methods for the analysis of the MEL-SELF trial of patient-led surveillance for early-stage melanoma: A simulation study
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32. OneSTOP (One-Stop Telehealth Obesity Program): study protocol for an open-label randomized controlled trial on the use of telecare and digital platforms for multidisciplinary management of weight management and related comorbidities
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33. Adolescent Mental Health Care and Stigma
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34. Help-Seeking Self-Stigma and the Association Between Perceived Social Support and Psychological Distress Among Kuwait University Students: An Exploratory Cross-Sectional Moderation Analysis
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35. RANDOMIZED ATTENTION-PLACEBO CONTROLLED TRIAL OF A DIGITAL SELF-MANAGEMENT PLATFORM FOR ADULT ASTHMA
    Aaron A. Kandola, K. Edwards, Bettina Dührkoop, J. Straatman, Bettina Hein, Joseph Hayes · 2023 · Annals of Allergy Asthma & Immunology
36. Multiply robust estimators in longitudinal studies with missing data under control-based imputation
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37. Statistical Analysis Plan for the Motor Neuron Disease Systematic Multi-Arm Adaptive Randomised Trial (MND-SMART)
    Richard Anthony Parker, Christopher John Weir, Tra My Pham, Ian R. White, Nigel Stallard, Mahesh Parmar, Robert J Swingler, Rachel S. Dakin, Suvankar Pal, Siddharthan Chandran · 2022 · Research Square
38. Statistical Analysis Plan for the INTEnsive ambulance-delivered blood pressure Reduction in hyper-Acute stroke Trial (INTERACT4)
    Laurent Billot, Chen Chen, Lili Song, Yapeng Lin, Feifeng Liu, Xiaoying Chen, Hisatomi Arima, Philip M. Bath, Gary A. Ford, Thompson Gordon Robinson et al. · 2023
39. Comment on “Effects of Vivifrail multicomponent intervention on functional capacity” by Casas‐Herrero et al.—The authors reply
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40. Statistical Analysis Plan for the Early & Intensive SCI-MT Trial
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41. Statistical Analysis Plan (SAP): A randomized controlled trial of intensive blood pressure control on cardiovascular risk reduction in patients with atrial fibrillation: the CRAFT trial
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42. Impute the Missing Data Using Retrieved Dropouts
    Shuai Wang, Haoyan Hu · 2021 · Research Square
43. Reference-based imputation methods based on conditional mean imputation.
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44. References
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45. Statistical Analysis Plan for the INTEnsive care bundle with blood pressure Reduction in Acute Cerebral haemorrhage Trial (INTERACT3)
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46. Statistical Analysis Plan for the second ENhanced Control of Hypertension And Thrombectomy strokE stuDy (ENCHANTED2)
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47. Statistical Analysis Plan for the SMART Mental Health study
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48. Estimating the prevalence of anemia and its association with perioperative blood transfusion in patients who have no haemoglobin measurement using multiple imputation and inverse probability of treatment weighting
    Matthew W. Miller, Ilana Delroy-Buelles, Kate Congreve, Shir‐Jing Ho, Richard Morris · 2022
49. Multiple imputation of missing data under missing at random: compatible imputation models are not sufficient to avoid bias
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50. References
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51. การเปรยบเทยบประสทธภาพของวธทดแทนคาสญหายในขอมลพหระดบ: การประยกตใชกบการวเคราะหความเหลอมลำทางการศกษา
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52. Sequential linear regression for conditional mean imputation of longitudinal continuous outcomes under reference-based assumptions
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53. Web-based portal for Telerehabilitation monitoring and Lifestyle Modification Program after Total Knee Arthroplasty: A Randomized Controlled Trial (Preprint)
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54. Dynamic Weighted Multidimensional Similarity Matrix Data Grafting Algorithm
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55. Randomised trial of Mentored ‘Planning to be Active+Family’ [MPBA+F] for Appalachian youth at risk for diabetes: virtual delivery protocol
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56. A single-site randomized controlled trial of partner navigation to HCV treatment for people who inject drugs: a study protocol for the You’re Empowered for Treatment Initiation (YETI) partner trial
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57. Multiple Imputation Approaches for Missing Time-to-Event Outcomes with Informative Censoring: Practical Considerations from a Simulation Study Based on Real Data
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58. An online Parenting Intervention to Prevent affective disorders in high-risk Adolescents: The PIPA Trial (Preprint)
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59. A cluster randomised trial of a complex intervention to reduce anaemia and cardiometabolic risk during pregnancy and in the first year following birth in women living in rural India
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60. Statistical analysis plan for the STatin TReatment for COVID-19 to Optimise NeuroloGical recovERy (STRONGER) study: a randomised, open label, controlled trial in subjects with persistent neurological symptoms after COVID-19 infection
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61. The Design of Large‐Scale Plasma Donation Trials
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62. Digitally-delivered Cognitive Behavioural Therapy for Insomnia (CBT-I) for Patients with Chronic Pain and Insomnia (The Back2Sleep Trial): A Randomized Controlled Trial
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63. ARTEMIS: A Community-Based Cluster Randomized Controlled Trial to Improve the Mental Health of Adolescents in Slums in India
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64. Anxiety unplugged: Effectiveness of an unguided, transdiagnostic, web-based intervention for anxiety disorders—A randomized controlled trial
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65. A Systematic Survey of the Optimal Strategy for Dealing With Missing Binary Outcomes in Simulation Studies of Randomized Controlled Trials
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66. Statistical Analysis Plan for a Randomized Controlled Trial of Intensive Blood Pressure Control on Cardiovascular Risk Reduction in Patients with Atrial Fibrillation
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67. A cognitive behavioral therapy program designed for low-literacy end-users with perinatal depression in Sierra Leone: an investigator- and outcomes assessor-blinded, controlled randomized trial
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69. A randomised controlled trial of a low-carbohydrate digitally-supported weight loss programme for type 2 diabetes
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72. Additional file 1 of The performance of a Bayesian value-based sequential clinical trial design in the presence of an equivocal cost-effectiveness signal: evidence from the HERO trial
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73. Additional file 2 of A review of the use of controlled multiple imputation in randomised controlled trials with missing outcome data
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74. Additional file 1 of A review of the use of controlled multiple imputation in randomised controlled trials with missing outcome data
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75. Additional file 1 of Impute the missing data using retrieved dropouts
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76. Additional file 2 of Statistical analysis plan for the motor neuron disease systematic multi-arm adaptive randomised trial (MND-SMART)
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77. Additional file 1 of Statistical analysis plan for the motor neuron disease systematic multi-arm adaptive randomised trial (MND-SMART)
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