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Missing Data

https://doi.org/10.1097/ede.0b013e3182576cdb
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.jclinepi.2006.01.014openalex-snapshot
Review: A gentle introduction to imputation of missing values
inferredcites →https://doi.org/10.1016/j.jclinepi.2007.11.008openalex-snapshot
The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies
inferredcites →https://doi.org/10.1016/j.jsp.2009.10.001openalex-snapshot
An introduction to modern missing data analyses
inferredcites →https://doi.org/10.1023/a:1004782230065openalex-snapshot
Imputation of Missing Item Responses: Some Simple Techniques
inferredcites →https://doi.org/10.1027/1614-2241/a000003openalex-snapshot
Incidence of Missing Item Scores in Personality Measurement, and Simple Item-Score Imputation
inferredcites →https://doi.org/10.1027/1614-2241/a000004openalex-snapshot
Item Imputation Without Specifying Scale Structure
inferredcites →https://doi.org/10.1038/sj.bjc.6601907openalex-snapshot
Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines
inferredcites →https://doi.org/10.1080/00273170701360803openalex-snapshot
Multiple Imputation of Item Scores in Test and Questionnaire Data, and Influence on Psychometric Results
inferredcites →https://doi.org/10.1080/10543400903242795openalex-snapshot
An Overview of Practical Approaches for Handling Missing Data in Clinical Trials
inferredcites →https://doi.org/10.1093/biomet/63.3.581openalex-snapshot
Inference and missing data
inferredcites →https://doi.org/10.1093/oxfordjournals.aje.a117592openalex-snapshot
A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses
inferredcites →https://doi.org/10.1111/j.1744-6570.1994.tb01736.xopenalex-snapshot
MISSING DATA: A CONCEPTUAL REVIEW FOR APPLIED PSYCHOLOGISTS
inferredcites →https://doi.org/10.1136/bmj.b2393openalex-snapshot
Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
inferredcites →https://doi.org/10.1146/annurev.psych.58.110405.085530openalex-snapshot
Missing Data Analysis: Making It Work in the Real World
inferredcites →https://doi.org/10.1177/014662167700100306openalex-snapshot
The CES-D Scale
inferredcites →https://doi.org/10.1191/1740774504cn032oaopenalex-snapshot
Are missing outcome data adequately handled? A review of published randomized controlled trials in major medical journals
inferredcites →https://doi.org/10.1207/s15327906mbr3804_4openalex-snapshot
Investigation and Treatment of Missing Item Scores in Test and Questionnaire Data
inferredcites →https://doi.org/10.1207/s15328007sem0803_5openalex-snapshot
The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models
inferredcites →https://doi.org/10.6339/jds.2003.01(3).132openalex-snapshot
Comparison of Two Multiple Imputation Procedures in a Cancer Screening Survey

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Application and Comparison of the Full Information Maximum Likelihood of System Equations of 4 Spot Exchange Rates in Terms of CAD/USD, DKK/USD, CHF/USD and JPY/USD
inferred← citeshttps://doi.org/10.2139/ssrn.3331865openalex-extracted
Estimation of the Residuals and the Coefficients Test of the Full Information Maximum Likelihood of System Equations of 4 Spot Exchange Rates in Terms of CAD/USD, DKK/USD, CHF/USD and JPY/USD.
inferred← citeshttps://doi.org/10.2139/ssrn.4197091openalex-extracted
inferred← citeshttps://doi.org/10.1001/jamanetworkopen.2021.1793openalex-snapshot
Prevalence of Missing Data in the National Cancer Database and Association With Overall Survival
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Stomach-Preserving Surgery for Early Gastric Cancer
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Outcome and Exposure Polygenic Risk Scores Can Help Reduce Information Bias and Selection Bias in Regression Estimates From Biobank Data
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A systematic review of how missing data are handled and reported in multi‐database pharmacoepidemiologic studies
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Reference‐based sensitivity analysis for time‐to‐event data
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The application of subset correspondence analysis to address the problem of missing data in a study on asthma severity in childhood
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A comparison of multiple imputation strategies for handling missing data in multi‐item scales: Guidance for longitudinal studies
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Accounting for nonmonotone missing data using inverse probability weighting
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Application of Multiple Imputation, Inverse Probability Weighting, and Double Robustness in Determining Blood Donor Deferral Characteristics in Malawi
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ICU Mechanical Ventilation Data Imputation
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Multiple imputation: a mature approach to dealing with missing data
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Distribution system state estimation with Transformer-Bi-LSTM-based imputation model for missing measurements
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Multiple imputation of multibeam angular response data for high resolution full coverage seabed mapping
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Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index?
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Nursing home resident quality of life: testing for measurement equivalence across resident, family, and staff perspectives
inferred← citeshttps://doi.org/10.1007/s11136-015-1206-1openalex-snapshot
The current practice of handling and reporting missing outcome data in eight widely used PROMs in RCT publications: a review of the current literature
inferred← citeshttps://doi.org/10.1007/s11356-023-27659-xopenalex-snapshot
Selection of statistical technique for imputation of single site-univariate and multisite–multivariate methods for particulate pollutants time series data with long gaps and high missing percentage
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The role of social media use in improving cancer survivors’ emotional well-being: a moderated mediation study
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Prognostic Value of Admission D-dimer Levels and Total Bleeding Volume in Aneurysmal Subarachnoid Hemorrhage: A Retrospective Cohort Study with Machine Learning-Based Modeling
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Age as a risk factor for early onset of natalizumab-related progressive multifocal leukoencephalopathy
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An Educational Review of the Statistical Issues in Analysing Utility Data for Cost-Utility Analysis
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Multiple Imputation for Incomplete Data in Environmental Epidemiology Research
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The influence of missing data mechanisms and simple missing data handling techniques on fairness
inferred← citeshttps://doi.org/10.1007/s41666-018-0021-1openalex-snapshot
Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges
inferred← citeshttps://doi.org/10.1016/b978-0-12-804203-8.00028-6openalex-snapshot
Phase III Placebo-Controlled, Randomized Clinical Trial With Synthetic Crohn's Disease Patients to Evaluate Treatment Response
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CT Radiomics for Predicting Outcomes in HER2-Positive Surgically Resectable Advanced Gastric Cancer: A Preliminary Study
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Pièges et mésusages en analyse de données
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Age-Related Differences in the Presentation, Management, and Clinical Outcomes of 100,000 Patients With Venous Thromboembolism in the RIETE Registry
inferred← citeshttps://doi.org/10.1016/j.atmosenv.2014.11.049openalex-snapshot
Imputation of missing data in time series for air pollutants
inferred← citeshttps://doi.org/10.1016/j.bjae.2026.07.001openalex-snapshot
Core concepts in statistics and research methods. Part 8: randomised trials
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Previous Use of Antithrombotic Agents Reduces Mortality and Length of Hospital Stay in Patients With High-risk Upper Gastrointestinal Bleeding
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Securing online privacy: An empirical test on Internet scam victimization, online privacy concerns, and privacy protection behaviors
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Targeting the underlying causes of undernutrition. Cost-effectiveness of a multifactorial personalized intervention in community-dwelling older adults: A randomized controlled trial
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110603openalex-snapshot
ChAT-BiGRU-NBEATS: An efficient and robust deep learning model for time series weather data prediction
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An investigation of the imputation techniques for missing values in ordinal data enhancing clustering and classification analysis validity
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A linear programming-based framework for handling missing data in multi-granular data warehouses
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Frailty and its associated factors among older adults with cancer undergoing chemotherapy as outpatients: A cross-sectional study
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Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements
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The impact of mortality underreporting on the association of ambient temperature and PM10 with mortality risk in time series study
inferred← citeshttps://doi.org/10.1016/j.ijrobp.2019.08.024openalex-snapshot
A Novel Nomogram and Risk Classification System Predicting Radiation Pneumonitis in Patients With Esophageal Cancer Receiving Radiation Therapy
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2013.09.009openalex-snapshot
Missing data in a multi-item instrument were best handled by multiple imputation at the item score level
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2015.01.012openalex-snapshot
Including auxiliary item information in longitudinal data analyses improved handling missing questionnaire outcome data
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2020.11.006openalex-snapshot
Approaches to addressing missing values, measurement error, and confounding in epidemiologic studies
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2021.01.008openalex-snapshot
Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2022.08.016openalex-snapshot
Handling missing data in clinical research
inferred← citeshttps://doi.org/10.1016/j.jocn.2026.111899openalex-snapshot
Development and validation of interpretable machine learning models for predicting long-term functional outcomes in elderly patients with aneurysmal subarachnoid hemorrhage
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Improvement of Nutritional Care After Colon Surgery: The Impact of Early Oral Nutrition in the Postanesthesia Care Unit
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Does attrition affect estimates of association: A longitudinal study
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Predictors of recurrence of cancer-associated venous thromboembolism after discontinuation of anticoagulant therapy: a multicenter cohort study
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Retrospectively Collected EQ-5D-5L Data as Valid Proxies for Imputing Missing Information in Longitudinal Studies
inferred← citeshttps://doi.org/10.1016/j.jval.2022.02.009openalex-snapshot
A Scoping Review of Item-Level Missing Data in Within-Trial Cost-Effectiveness Analysis
inferred← citeshttps://doi.org/10.1016/j.mad.2025.112114openalex-snapshot
Clinical data-driven classification of pre-frailty reveals sex-specific patterns – Data from the Berlin Aging Study II (BASE-II)
inferred← citeshttps://doi.org/10.1016/j.midw.2026.104991openalex-snapshot
Association between preferred and documented mode of birth and birth experiences in low- and middle-income countries: a multisite cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.ress.2021.108119openalex-snapshot
Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice
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Stressful life experiences and mental health symptoms in adults with down syndrome
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Identification of risk factors on rabies vaccine efficacy from censored data: Pre-travel tests for dogs and cats from Yaoundé (2005–2015)
inferred← citeshttps://doi.org/10.1016/j.sapharm.2023.12.010openalex-snapshot
Does missing data matter in the revised Patients’ Attitudes Towards Deprescribing questionnaire? A systematic review and two case analyses
inferred← citeshttps://doi.org/10.1016/j.socscimed.2018.05.037openalex-snapshot
The treatment of incomplete data: Reporting, analysis, reproducibility, and replicability
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Assessing the Risk Perception of Soil Degradation Using a College Student Sample
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How to Develop Statistical Predictive Risk Models in Oncology Nursing to Enhance Psychosocial and Supportive Care
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Data Integration Protocol In Ten-steps (DIPIT): A new standard for medical researchers
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Does working with the Veder Contact Method influence the job satisfaction of caregivers? A non-randomized controlled trial in nursing homes for people with dementia
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Health and social factors key to understanding attrition in longitudinal aging research
inferred← citeshttps://doi.org/10.1017/s1368980014002389openalex-snapshot
Missing portion sizes in FFQ – alternatives to use of standard portions
inferred← citeshttps://doi.org/10.1017/s1368980016000288openalex-snapshot
Factors associated with (risk of) undernutrition in community-dwelling older adults receiving home care: a cross-sectional study in the Netherlands
inferred← citeshttps://doi.org/10.1038/s41366-022-01154-8openalex-snapshot
Learning from missing data: examining nonreporting patterns of height, weight, and BMI among Canadian youth
inferred← citeshttps://doi.org/10.1038/s41598-020-64850-3openalex-snapshot
Implications of personality and parental education on healthy lifestyles among adolescents
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Disorder predispositions and protections of Labrador Retrievers in the UK
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The impact of imputation quality on machine learning classifiers for datasets with missing values
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Rebutting Existing Misconceptions About Multiple Imputation as a Method for Handling Missing Data
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Strategies for handling missing data in longitudinal studies with questionnaires
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The clinical consequences of variable selection in multiple regression models: a case study of the Norwegian Opioid Maintenance Treatment program
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Aphasia friendly Canada: The aphasia friendly business campaign
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Analyzing Incomplete Item Scores in Longitudinal Data by Including Item Score Information as Auxiliary Variables
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Exposure to critical incidents at work and development of posttraumatic stress among police officers: a 2-year prospective cohort study
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Treatment and reporting of item-level missing data in social science research
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Assessing the impact of missing data in youth overweight and obesity research: complete case analysis versus multiple imputation
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Improvement in the Analysis of Vaccine Adverse Event Reporting System Database
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Childhood trauma and the role of self-blame on psychological well-being after deployment in male veterans
inferred← citeshttps://doi.org/10.1080/23737484.2022.2115430openalex-snapshot
Assessing alternative imputation strategies for infrequently missing items on multi-item scales
inferred← citeshttps://doi.org/10.1088/1748-9326/acfd42openalex-snapshot
The untold story of missing data in disaster research: a systematic review of the empirical literature utilising the Emergency Events Database (EM-DAT)
inferred← citeshttps://doi.org/10.1093/aje/kwac179openalex-snapshot
Missing Outcome Data in Epidemiologic Studies
inferred← citeshttps://doi.org/10.1093/aje/kwac207openalex-snapshot
The M-Value: A Simple Sensitivity Analysis for Bias Due to Missing Data in Treatment Effect Estimates
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Resurrecting complete-case analysis: a defense
inferred← citeshttps://doi.org/10.1093/aje/kwv114openalex-snapshot
Asymptotically Unbiased Estimation of Exposure Odds Ratios in Complete Records Logistic Regression
inferred← citeshttps://doi.org/10.1093/aje/kwx348openalex-snapshot
Principled Approaches to Missing Data in Epidemiologic Studies
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Exploring the midline soft tissue surface changes from 12 to 15 years of age in three distinct country population cohorts
inferred← citeshttps://doi.org/10.1093/geronb/gbu044openalex-snapshot
Missing Data in Wave 2 of NSHAP: Prevalence, Predictors, and Recommended Treatment
inferred← citeshttps://doi.org/10.1093/gigascience/giaf140openalex-snapshot
NApy: efficient statistics in Python for large-scale heterogeneous data with enhanced support for missing data
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Reflection on modern methods: shared-parameter models for longitudinal studies with missing data
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98Framework for the Treatment And Reporting of Missing data in Observational Studies: The TARMOS framework
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Addressing Missing Data in Substance Use Research: A Review and Data Justice-based Approach
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Attrition Bias Related to Missing Outcome Data
inferred← citeshttps://doi.org/10.1097/jom.0b013e31827db970openalex-snapshot
Different Approaches to Estimate Exposure to Work Stressors, Using Repeated Measurements, and the Association With Cardiovascular Disease
inferred← citeshttps://doi.org/10.1097/mao.0b013e31828bb523openalex-snapshot
A Nonrandomized Comparison of Stapes Surgery With and Without a Vein Graft in Patients With Otosclerosis
inferred← citeshttps://doi.org/10.1097/nnr.0000000000000092openalex-snapshot
Leadership and Cultural Competence of Healthcare Professionals
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Missing, But Not Forgotten: Commission on Cancer Center Accreditation and the Impact of Missing Data in Surveillance, Epidemiology, and End Results Studies
inferred← citeshttps://doi.org/10.1101/2024.10.28.24316286openalex-snapshot
Reducing Information and Selection Bias in EHR-Linked Biobanks via Genetics-Informed Multiple Imputation and Sample Weighting
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Occupant trust in indoor air quality in a large office building after an emergent wildfire
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From smart factories to sustainable futures: how Industry 4.0 enhances green supply chains
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A Novel Mixed-Method Approach to Missing Value Imputation: An Introduction to MissMixed
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Fuzzy-Based Information Decomposition for Incomplete and Imbalanced Data Learning
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Decision‐Support Framework for Nutritional Risk in Small Cell Lung Cancer: A Time‐Series Model Using Imputation Strategies for Incomplete Clinical Data
inferred← citeshttps://doi.org/10.1111/aas.14138openalex-snapshot
Optimizing an existing prediction model for quality of life one‐year post‐intensive care unit: An exploratory analysis
inferred← citeshttps://doi.org/10.1111/aas.14250openalex-snapshot
Non‐response for health‐related quality of life outcomes in ICU patients: A systematic review of the reporting in randomised trials
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Guidelines for statistical reporting in theBritish Journal of Dermatology
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Social anxiety in people with facial palsy: The role of fear of negative evaluation and appearance‐fixing behaviour
inferred← citeshttps://doi.org/10.1111/cch.70099openalex-snapshot
Validating the Depression Anxiety Stress Scales‐21 in Community Mothers and Fathers Across the Infant's First Year
inferred← citeshttps://doi.org/10.1111/ina.12303openalex-snapshot
The associations of indoor environment and psychosocial factors on the subjective evaluation of Indoor Air Quality among lower secondary school students: a multilevel analysis
inferred← citeshttps://doi.org/10.1111/jdv.12180openalex-snapshot
Atopic dermatitis burden scale: creation of a specific burden questionnaire for families
inferred← citeshttps://doi.org/10.1111/jebm.70058openalex-snapshot
A Systematic Survey of the Optimal Strategy for Dealing With Missing Binary Outcomes in Simulation Studies of Randomized Controlled Trials
inferred← citeshttps://doi.org/10.1111/jhn.70185openalex-snapshot
Food Insecure Pregnant Women Expect and Are Comfortable With Food Insecurity Screening and Support Within Routine Antenatal Healthcare: A Cross‐Sectional Study
inferred← citeshttps://doi.org/10.1111/jonm.13588openalex-snapshot
The development of nurse prescribing in mental health services: Outcomes from five national surveys 2004–2019
inferred← citeshttps://doi.org/10.1111/jpm.12533openalex-snapshot
The nurse consultant in mental health services: A national, mixed methods study of an advanced practice role
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The prevalence and impact of overuse injuries in five N orwegian sports: Application of a new surveillance method
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Ensuring Supply for Emergency Services – Modeling Supply Chains with Incomplete Sets of Data
inferred← citeshttps://doi.org/10.1123/jmld.2020-0018openalex-snapshot
Missing Data Reporting and Analysis in Motor Learning and Development: A Systematic Review of Past and Present Practices
inferred← citeshttps://doi.org/10.1136/annrheumdis-2021-221477openalex-snapshot
Accounting for missing data caused by drug cessation in observational comparative effectiveness research: a simulation study
inferred← citeshttps://doi.org/10.1136/bmjgh-2022-009489openalex-snapshot
Profile of COVID-19 in Brazil—risk factors and socioeconomic vulnerability associated with disease outcome: retrospective analysis of population-based registers
inferred← citeshttps://doi.org/10.1136/bmjopen-2017-019088openalex-snapshot
Is there a social gradient of sarcopenia? A meta-analysis and systematic review protocol
inferred← citeshttps://doi.org/10.1136/bmjopen-2022-069212openalex-snapshot
Evaluation of the reported data linkage process and associated quality issues for linked routinely collected healthcare data in multimorbidity research: a systematic methodology review
inferred← citeshttps://doi.org/10.1136/ijgc-2022-003801openalex-snapshot
Proportions and incidence of locally advanced cervical cancer: a global systematic literature review
inferred← citeshttps://doi.org/10.1136/rmdopen-2019-000994openalex-snapshot
Imputing missing data of function and disease activity in rheumatoid arthritis registers: what is the best technique?
inferred← citeshttps://doi.org/10.1145/3797903openalex-snapshot
Spatio-Temporal Missing Data Imputation: A Systematic Literature Review with a Focus on Statistical and Machine Learning-Based Approaches
inferred← citeshttps://doi.org/10.1155/2019/4039758openalex-snapshot
A Method for Improving Imputation and Prediction Accuracy of Highly Seasonal Univariate Data with Large Periods of Missingness
inferred← citeshttps://doi.org/10.1155/2020/8810143openalex-snapshot
An Efficient and Effective Model to Handle Missing Data in Classification
inferred← citeshttps://doi.org/10.1161/hcg.0000000000000101openalex-snapshot
Detecting and Mitigating Bias for Inclusive and Trustworthy Clinical Research: A Scientific Statement From the American Heart Association
inferred← citeshttps://doi.org/10.1177/00144029251410299openalex-snapshot
Missing Data Reporting and Handling in Special Education Group Intervention Research
inferred← citeshttps://doi.org/10.1177/00332941211026851openalex-snapshot
Missing Data in Research on Youth and Family Programs
inferred← citeshttps://doi.org/10.1177/0165025419880609openalex-snapshot
Missing data treatments in intervention studies: What was, what is, and what should be
inferred← citeshttps://doi.org/10.1177/0272989x251376026openalex-snapshot
A Bayesian Modeling Framework for Health Care Resource Use and Costs in Trial-Based Economic Evaluations
inferred← citeshttps://doi.org/10.1177/03611981221104802openalex-snapshot
Assessing and Comparing Data Imputation Techniques for Item Nonresponse in Household Travel Surveys
inferred← citeshttps://doi.org/10.1177/0759106320939893openalex-snapshot
Methodological Uncertainty and Multi-Strategy Analysis: Case Study of the Long-Term Effects of Government Sponsored Youth Training on Occupational Mobility
inferred← citeshttps://doi.org/10.1177/0962280214556794openalex-snapshot
Handling incomplete smoking history data in survival analysis
inferred← citeshttps://doi.org/10.1177/0962280216654511openalex-snapshot
Passive imputation and parcel summaries are both valid to handle missing items in studies with many multi-item scales
inferred← citeshttps://doi.org/10.1177/09622802221104238openalex-snapshot
MISL: Multiple imputation by super learning
inferred← citeshttps://doi.org/10.1177/1077699016640224openalex-snapshot
Protecting Oneself Online
inferred← citeshttps://doi.org/10.1177/15598276261430291openalex-snapshot
Characterizing the Profile of Individuals Who Undergo Flotation-REST: A Cross-Sectional Survey
inferred← citeshttps://doi.org/10.1177/1753193414540083openalex-snapshot
The Korean version of the Carpal Tunnel Questionnaire. Cross cultural adaptation, reliability, validity and responsiveness
inferred← citeshttps://doi.org/10.1177/2050312118822912openalex-snapshot
How handling missing data may impact conclusions: A comparison of six different imputation methods for categorical questionnaire data
inferred← citeshttps://doi.org/10.1185/03007995.2013.876978openalex-snapshot
The burden of osteoarthritis: development and validation of a new assessment tool (BONe’S)
inferred← citeshttps://doi.org/10.1186/1742-7622-10-6openalex-snapshot
The impact of missing data on analyses of a time-dependent exposure in a longitudinal cohort: a simulation study
inferred← citeshttps://doi.org/10.1186/s12874-020-00944-wopenalex-snapshot
Analytical methods used in estimating the prevalence of HIV/AIDS from demographic and cross-sectional surveys with missing data: a systematic review
inferred← citeshttps://doi.org/10.1186/s12874-020-01038-3openalex-snapshot
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
inferred← citeshttps://doi.org/10.1186/s12874-022-01605-wopenalex-snapshot
The reporting and handling of missing data in longitudinal studies of older adults is suboptimal: a methodological survey of geriatric journals
inferred← citeshttps://doi.org/10.1186/s12874-022-01637-2openalex-snapshot
Managing missing items in the Fagerström Test for Nicotine Dependence: a simulation study
inferred← citeshttps://doi.org/10.1186/s12874-024-02173-xopenalex-snapshot
Comparison of the effects of imputation methods for missing data in predictive modelling of cohort study datasets
inferred← citeshttps://doi.org/10.1186/s12874-024-02330-2openalex-snapshot
Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study
inferred← citeshttps://doi.org/10.1186/s12874-025-02630-1openalex-snapshot
Reporting and handling of missing data in published studies of co-morbid hypertension and diabetes among people living with HIV/AIDS: a systematic review
inferred← citeshttps://doi.org/10.1186/s12911-021-01543-5openalex-snapshot
Characteristics of hospital differences in missing of clinical laboratory test results in a multi-hospital observational database contributing to MID-NET® in Japan
inferred← citeshttps://doi.org/10.1186/s12911-023-02345-7openalex-snapshot
Dealing with missing data in laboratory test results used as a baseline covariate: results of multi-hospital cohort studies utilizing a database system contributing to MID-NET® in Japan
inferred← citeshttps://doi.org/10.1186/s12916-025-04199-4openalex-snapshot
Evaluating the agreement between sensitivity and primary analyses in observational studies using routinely collected healthcare data: a meta-epidemiology study
inferred← citeshttps://doi.org/10.1186/s13104-016-1853-5openalex-snapshot
Multiple imputation of multiple multi-item scales when a full imputation model is infeasible
inferred← citeshttps://doi.org/10.1186/s40795-016-0114-2openalex-snapshot
Association between dietary polyphenols intake and an oxidative stress biomarker: interest of multiple imputation for handling missing covariates and outcomes
inferred← citeshttps://doi.org/10.1186/s41927-025-00527-6openalex-snapshot
Interchangeability of patient pain, fatigue and global scores in patients with spondyloarthritis - a registry-based simulation study
inferred← citeshttps://doi.org/10.1214/22-aoas1711openalex-snapshot
Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to nonrandom missingness
inferred← citeshttps://doi.org/10.1371/journal.pone.0146065openalex-snapshot
Missing Oral Health-Related Data in the interRAI-HC - Associations with Selected Variables of General Health and the Effect of Multiple Imputation on the Relationship between Oral and General Health
inferred← citeshttps://doi.org/10.1371/journal.pone.0258807openalex-snapshot
Academic student satisfaction and perceived performance in the e-learning environment during the COVID-19 pandemic: Evidence across ten countries
inferred← citeshttps://doi.org/10.1371/journal.pone.0260829openalex-snapshot
Development and internal validation of prediction models for future hospital care utilization by patients with multimorbidity using electronic health record data
inferred← citeshttps://doi.org/10.1371/journal.pone.0332963openalex-snapshot
Detection of rare medical events in electronic health records using machine learning: Current practices and suggestions – A scoping review
inferred← citeshttps://doi.org/10.14288/1.0073856openalex-snapshot
Health outcome measures in an aging population : validity, reliability and interpretability
inferred← citeshttps://doi.org/10.15123/pub.5382openalex-snapshot
First Time Mothers: Exploring the Relationship between Shame Memories, and Experience of Shame, Compassion and Motherhood
inferred← citeshttps://doi.org/10.1586/14737167.2014.912133openalex-snapshot
Quantitative challenges facing patient-centered outcomes research
inferred← citeshttps://doi.org/10.1590/1982-021620151764715openalex-snapshot
Tradução e adaptação brasileira do Questionnaire D'Alimentation
inferred← citeshttps://doi.org/10.17760/d20449633openalex-snapshot
MISL
inferred← citeshttps://doi.org/10.17863/cam.101654openalex-snapshot
Classification of datasets with imputed missing values: does imputation quality matter?
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1824087/v1openalex-snapshot
Evaluation of the reported data linkage process and associated quality issues for linked routinely collected healthcare data in Multimorbidity research: a systematic review
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6786612/v1openalex-snapshot
Assessing the average causal effect of maternal postpartum depression diagnosis on subsequent child development at age five years: A causal analysis using the All Our Families cohort and administrative data in Alberta, Canada
inferred← citeshttps://doi.org/10.21203/rs.3.rs-9441649/v1openalex-snapshot
Repeated Measures of Burnout and Well-Being as Early Indicators of Later Athlete Burnout
inferred← citeshttps://doi.org/10.21203/rs.3.rs-9662270/v1openalex-snapshot
The Influence of Missing Data Handling Methods on CES-D Analysis in the China Health and Retirement Longitudinal Study (CHARLS)
inferred← citeshttps://doi.org/10.2147/prom.s147790openalex-snapshot
Comparison of statistical approaches for analyzing incomplete longitudinal patient-reported outcome data in randomized controlled trials
inferred← citeshttps://doi.org/10.2147/tcrm.s504745openalex-snapshot
Development and Validation of Machine Learning Models for Outcome Prediction in Patients with Poor-Grade Aneurysmal Subarachnoid Hemorrhage Following Endovascular Treatment
inferred← citeshttps://doi.org/10.21865/ridep66.5.05openalex-snapshot
Evaluación de Valores Perdidos en Modelos de Crecimiento Latente
inferred← citeshttps://doi.org/10.2196/64239openalex-snapshot
Evaluation of the MyFertiCoach Lifestyle App for Subfertile Couples: Single-Center Evaluation of Augmented Standard Care
inferred← citeshttps://doi.org/10.2217/cer-2017-0071openalex-snapshot
Handling missing data in propensity score estimation in comparative effectiveness evaluations: a systematic review
inferred← citeshttps://doi.org/10.2340/00015555-1847openalex-snapshot
Haemangioma Family Burden: Creation of a Specific Questionnaire
inferred← citeshttps://doi.org/10.23919/eusipco47968.2020.9287343openalex-snapshot
Novel Imputation Method Using Average Code from Autoencoders in Clinical Data
inferred← citeshttps://doi.org/10.24095/hpcdp.43.5.03openalex-snapshot
Using classification and regression trees to model missingness in youth BMI, height and body mass data
inferred← citeshttps://doi.org/10.24095/hpcdp.43.5.03fopenalex-snapshot
Utilisation des arbres de classification et de régression pour modéliser les données manquantes sur l’IMC, la taille et la masse corporelle chez les jeunes
inferred← citeshttps://doi.org/10.2478/sjcapp-2024-0014openalex-snapshot
Normative reference interval for youths on the Difficulties in Emotion Regulation Scale (DERS)
inferred← citeshttps://doi.org/10.31234/osf.io/43yaeopenalex-snapshot
Preprint - Meta-Analyzing the Multiverse: A Peek Under the Hood of Selective Reporting
inferred← citeshttps://doi.org/10.3233/jad-170947openalex-snapshot
Neuropsychiatric and Cognitive Subtypes among Community-Dwelling Older Persons and the Association with DSM-5 Mild Neurocognitive Disorder: Latent Class Analysis
inferred← citeshttps://doi.org/10.3389/fcvm.2022.911845openalex-snapshot
Comprehensive metabolomic characterization of atrial fibrillation
inferred← citeshttps://doi.org/10.3389/fendo.2026.1649881openalex-snapshot
Global research trends, reporting and handling of missing data in observational studies of type 2 diabetes mellitus with mild cognitive impairment from 2020 to 2025: a systematic review
inferred← citeshttps://doi.org/10.3389/fenvs.2022.1014021openalex-snapshot
A Study on China coal Price forecasting based on CEEMDAN-GWO-CatBoost hybrid forecasting model under Carbon Neutral Target
inferred← citeshttps://doi.org/10.3389/fnagi.2022.857521openalex-snapshot
Comparison of Conventional Logistic Regression and Machine Learning Methods for Predicting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage: A Multicentric Observational Cohort Study
inferred← citeshttps://doi.org/10.3389/fneur.2022.791547openalex-snapshot
A Comparison of LASSO Regression and Tree-Based Models for Delayed Cerebral Ischemia in Elderly Patients With Subarachnoid Hemorrhage
inferred← citeshttps://doi.org/10.3389/fneur.2022.999595openalex-snapshot
Speed up discharge planning at the acute stroke unit: A development and external validation study for the early prediction of discharge home
inferred← citeshttps://doi.org/10.3389/fpain.2026.1994046openalex-snapshot
Receipt of needed care coordination and emergency department utilization among US children with chronic physical pain: a pooled analysis of the 2022–2024 National Survey of Children's Health
inferred← citeshttps://doi.org/10.3389/fpsyt.2020.00673openalex-snapshot
A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder
inferred← citeshttps://doi.org/10.3390/ijerph17051776openalex-snapshot
Cluster Analysis of Health-Related Lifestyles in University Students
inferred← citeshttps://doi.org/10.3390/s20030873openalex-snapshot
Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data
inferred← citeshttps://doi.org/10.3390/su12208438openalex-snapshot
Impacts of the COVID-19 Pandemic on Life of Higher Education Students: A Global Perspective
inferred← citeshttps://doi.org/10.3390/su132111765openalex-snapshot
The Use of ICT by Local General Administrative Authorities during COVID-19 for a Sustainable Future: Comparing Five European Countries
inferred← citeshttps://doi.org/10.3390/w12123446openalex-snapshot
Water Loss Management in Small Municipalities: The Situation in Tyrol
inferred← citeshttps://doi.org/10.34626/dcry-7k32openalex-snapshot
Dealing with Missing Data: an application in the study of family history of hypertension
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