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The rise of multiple imputation: a review of the reporting and implementation of the method in medical research
Background Missing data are common in medical research, which can lead to a loss in
statistical power and potentially biased results if not handled appropriately. Multiple …
statistical power and potentially biased results if not handled appropriately. Multiple …
[كتاب][B] Flexible imputation of missing data
S Van Buuren, S Van Buuren - 2012 - jstatsoft.org
Treatment of missing data is usually included in a section of its own in most textbooks,
presenting best or most convenient practices, based on the methods presented and the …
presenting best or most convenient practices, based on the methods presented and the …
The reporting and handling of missing data in longitudinal studies of older adults is suboptimal: a methodological survey of geriatric journals
Background Missing data are common in longitudinal studies, and more so, in studies of
older adults, who are susceptible to health and functional decline that limit completion of …
older adults, who are susceptible to health and functional decline that limit completion of …
Sensitivity analysis for clinical trials with missing continuous outcome data using controlled multiple imputation: a practical guide
Missing data due to loss to follow‐up or intercurrent events are unintended, but unfortunately
inevitable in clinical trials. Since the true values of missing data are never known, it is …
inevitable in clinical trials. Since the true values of missing data are never known, it is …
The treatment of incomplete data: reporting, analysis, reproducibility, and replicability
Proper analysis and reporting of incomplete data continues to be a challenging task for
practitioners from various research areas. Recently Nguyen, Strazdins, Nicholson and …
practitioners from various research areas. Recently Nguyen, Strazdins, Nicholson and …
Comparative effectiveness of second line oral antidiabetic treatments among people with type 2 diabetes mellitus: emulation of a target trial using routinely collected …
Objective To compare the effectiveness of three commonly prescribed oral antidiabetic
drugs added to metformin for people with type 2 diabetes mellitus requiring second line …
drugs added to metformin for people with type 2 diabetes mellitus requiring second line …
[كتاب][B] The trials of evidence-based education: The promises, opportunities and problems of trials in education
S Gorard, BH See, N Siddiqui - 2017 - taylorfrancis.com
The Trials of Evidence-based Education explores the promise, limitations and achievements
of evidence-based policy and practice, as the attention of funders moves from a sole focus …
of evidence-based policy and practice, as the attention of funders moves from a sole focus …
Effect of a four-week virtual reality-based training versus conventional therapy on upper limb motor function after stroke: A multicenter parallel group randomized trial
Background Virtual reality-based training has found increasing use in neurorehabilitation to
improve upper limb training and facilitate motor recovery. Objective The aim of this study …
improve upper limb training and facilitate motor recovery. Objective The aim of this study …
[HTML][HTML] Cost-effectiveness of a collaborative dementia care management—results of a cluster-randomized controlled trial
Introduction The purpose of this study was to determine the cost-effectiveness of
collaborative dementia care management (DCM). Methods The cost-effectiveness analysis …
collaborative dementia care management (DCM). Methods The cost-effectiveness analysis …
[HTML][HTML] Considerations to address missing data when deriving clinical trial endpoints from digital health technologies
Digital health technologies (DHTs) enable us to measure human physiology and behavior
remotely, objectively and continuously. With the accelerated adoption of DHTs in clinical …
remotely, objectively and continuously. With the accelerated adoption of DHTs in clinical …