A comparison of inclusive and restrictive strategies in modern missing data procedures

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A comparison of inclusive and restrictive strategies in modern missing data procedures is …
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scholarly articleQ13442814

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P356DOI10.1037/1082-989X.6.4.330
P698PubMed publication ID11778676
P5875ResearchGate publication ID11578765

P2093author name stringKam CM
Collins LM
Schafer JL
P433issue4
P921main subjectmissing dataQ6878417
P304page(s)330-351
P577publication date2001-12-01
P1433published inPsychological MethodsQ7256363
P1476titleA comparison of inclusive and restrictive strategies in modern missing data procedures
P478volume6

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Q50538292Multilevel mediation: cumulative contextual risk, maternal differential treatment, and children's behavior within families.
Q36400096Multilevel modeling in psychosomatic medicine research
Q91601147Multiple Imputation When Rate of Change is the Outcome of Interest
Q47429131Multiple Imputation for Incomplete Data in Epidemiologic Studies
Q101571309Multiple Imputation in Multilevel Models. A Revision of the Current Software and Usage Examples for Researchers
Q31023015Multiple imputation and analysis for high-dimensional incomplete proteomics data
Q34118688Multiple imputation and complete case analysis in logistic regression models: a practical assessment of the impact of incomplete covariate data
Q34178978Multiple imputation by chained equations: what is it and how does it work?
Q37576863Multiple imputation for an incomplete covariate that is a ratio
Q45851809Multiple imputation for completion of a national clinical audit dataset
Q33476068Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
Q57572740Multiple imputation in Cox regression when there are time-varying effects of covariates
Q30701294Multiple imputation in the presence of high-dimensional data
Q37169177Multiple imputation methods for bivariate outcomes in cluster randomised trials
Q60912440Multiple imputation methods for handling missing values in a longitudinal categorical variable with restrictions on transitions over time: a simulation study
Q35883590Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model
Q31118138Multiple imputation of discrete and continuous data by fully conditional specification
Q40977876Multiple imputation of missing covariate values in multilevel models with random slopes: a cautionary note
Q37207747Multiple imputation of missing covariates in NONMEM and evaluation of the method's sensitivity to η-shrinkage
Q33788057Multiple imputation of missing dual-energy X-ray absorptiometry data in the National Health and Nutrition Examination Survey
Q51857188Multiple imputation under the generalized lambda distribution.
Q47142415Multiple imputation using linked proxy outcome data resulted in important bias reduction and efficiency gains: a simulation study.
Q33421662Multiple imputation with large data sets: a case study of the Children's Mental Health Initiative
Q43526149Multiple imputation with non-additively related variables: Joint-modeling and approximations.
Q36244789Multiple lifestyle behaviours and mortality, findings from a large population-based Norwegian cohort study - The HUNT Study
Q59794964National health data linkage and the agreement between self-reports and medical records for middle-aged and older adults in Taiwan
Q34361215Negative emotions and alcohol use initiation in high-risk boys: the moderating effect of good inhibitory control
Q36968389Nonuse and dropout attrition for a web-based mental health intervention delivered in a post-disaster context
Q36394516Normal Theory GLS Estimator for Missing Data: An Application to Item-Level Missing Data and a Comparison to Two-Stage ML.
Q47251708Normal Theory Two-Stage ML Estimator When Data Are Missing at the Item Level
Q58823930O desafio da informação longitudinal: um "passeio guiado" sobre modelação hierárquica, "tracking" e informação omissa com um conjunto de dados do estudo de Muzambinho
Q34803029On the joys of missing data
Q39832184One good thing leads to another: cascades of positive youth development among American adolescents
Q33616327One-Year Results of a Synthetic Intervention Model for the Primary Prevention of T2D among Elderly Individuals with Prediabetes in Rural China
Q47617076Ontogeny of emotional and behavioral problems in a low-income, Mexican American sample
Q37656258Oral health conditions affect functional and social activities of terminally ill cancer patients
Q36110721Pain coping skills training for African Americans with osteoarthritis (STAART): study protocol of a randomized controlled trial.
Q46831458Parent and Child Trauma Symptoms During Child-Parent Psychotherapy: A Prospective Cohort Study of Dyadic Change
Q35684949Parent predictors of child weight change in family based behavioral obesity treatment
Q36462161Parenting Stress, Parental Reactions, and Externalizing Behavior From Ages 4 to 10
Q48084491Parenting as a Moderator of the Effects of Maternal Depressive Symptoms on Preadolescent Adjustment
Q64978889Parenting matters: Moderation of biological and community risk for obesity.
Q37397558Parenting practices and problem behavior across three generations: monitoring, harsh discipline, and drug use in the intergenerational transmission of externalizing behavior
Q30864002Partial F-tests with multiply imputed data in the linear regression framework via coefficient of determination
Q36303122Participation in Team Sports and Alcohol and Marijuana Use Initiation Trajectories.
Q39661786Passive imputation and parcel summaries are both valid to handle missing items in studies with many multi-item scales
Q91894199Pathways from early adversity to later adjustment: Tests of the additive and bidirectional effects of executive control and diurnal cortisol in early childhood
Q33545642Pattern Recognition of Longitudinal Trial Data with Nonignorable Missingness: An Empirical Case Study
Q88051297Patterns of Sensitivity to Parenting and Peer Environments: Early Temperament and Adolescent Externalizing Behavior
Q47985334Perceived Neighborhood Social Cohesion and Preventive Healthcare Use.
Q39663912Person mobility in the design and analysis of cluster-randomized cohort prevention trials.
Q37344837Phantom smoking among young adult bar patrons
Q39296640Physical attractiveness and the accumulation of social and human capital in adolescence and young adulthood: assets and distractions
Q35790914Physical therapy vs. internet-based exercise training (PATH-IN) for patients with knee osteoarthritis: study protocol of a randomized controlled trial
Q46747648Physician career satisfaction: examining perspectives of the working environment.
Q57460453Population-calibrated multiple imputation for a binary/categorical covariate in categorical regression models
Q90096692Positive Peers-The Neglected Stepchildren of Social Influence Theories of Crime
Q40978754Posterior predictive checking of multiple imputation models
Q31035780Postmodeling Sensitivity Analysis to Detect the Effect of Missing Data Mechanisms
Q37366151Postsurgical physical activity and fatigue-related daily interference in women with non-metastatic breast cancer
Q33855254Posttraumatic Growth and Dyadic Adjustment among War Veterans and their Wives
Q56890703Potential adjustment methodology for missing data and reporting delay in the HIV Surveillance System, European Union/European Economic Area, 2015
Q34297674Practical considerations for sensitivity analysis after multiple imputation applied to epidemiological studies with incomplete data
Q47244070Predicting Cognitive Functioning, Activities of Daily Living, and Participation 6 Months after Mild to Moderate Stroke
Q59807552Predicting posttraumatic stress and depression symptoms among adolescents in the extended postpartum period
Q36033812Predicting substance use behavior among South African adolescents: The role of leisure experiences across time
Q37139836Predictive validity of callous-unemotional traits measured in early adolescence with respect to multiple antisocial outcomes
Q38784947Predictors of Patterns of Alcohol-Related Blackouts Over Time in Youth From the Collaborative Study of the Genetics of Alcoholism: The Roles of Genetics and Cannabis
Q35108156Predictors of adherence to glaucoma treatment in a multisite study
Q36315388Preferences for arthritis interventions: identifying similarities and differences among African Americans and whites with osteoarthritis
Q46928233Prenatal programming of postnatal plasticity for externalizing behavior: Testing an integrated developmental model of genetic and temperamental sensitivity to the environment
Q31067270Principled Missing Data Treatments.
Q30655309Principled missing data methods for researchers
Q43418076Problem Gambling and the Youth-to-Adulthood Transition: Assessing Problem Gambling Severity Trajectories in a Sample of Young Adults
Q33276481Prognostic Factors and Survival Outcome in Patients with Chordoma in the United States: A Population-Based Analysis
Q42169146Project Towards No Drug Abuse: long-term substance use outcomes evaluation
Q51763925Prospective associations between pulse pressure and cognitive performance in Chinese middle-aged and older population across a 5-year study period.
Q92666627Prospective evaluation of the DSM-5 persistent complex bereavement disorder criteria in adults: dimensional and diagnostic approaches
Q43987583Pubertal timing and the onset of substance use in females during early adolescence
Q36637653Pulse Pressure Magnifies the Effect of COMT Val(158)Met on 15 Years Episodic Memory Trajectories
Q47765546Purpose in life and reduced incidence of stroke in older adults: 'The Health and Retirement Study'.
Q49368762Quality of Maternal Parenting of 9-Month-Old Infants Predicts Executive Function Performance at 2 and 3 Years of Age.
Q47790431Race, Offense Type, and Suicide Ideation: Tests of the Interpersonal-Psychological Theory in Juvenile Offenders
Q36517104Racial and ethnic variation in the predictors of maternal parenting stress
Q36276631Racial discrimination, response to unfair treatment, and depressive symptoms among pregnant black and African American women in the United States
Q38748267Randomized trial of an uncertainty self-management telephone intervention for patients awaiting liver transplant
Q34956475Rationale and design of REWARD (revving-up exercise for sustained weight loss by altering neurological reward and drive): a randomized trial in obese endometrial cancer survivors
Q47772762Reactive aggression and peer victimization from pre-kindergarten to first grade: accounting for hyperactivity and teacher-child conflict
Q36949533Receptive language and educational attainment for sexually abused females
Q47555445Reciprocal associations of pain and post-traumatic stress symptoms after whiplash injury: A longitudinal, cross-lagged study
Q36531691Recovery of information from multiple imputation: a simulation study
Q35032519Regional brain shrinkage over two years: individual differences and effects of pro-inflammatory genetic polymorphisms.
Q40546208Relations Between Baseline and Nonlinear Longitudinal Changes in Children's Body Mass Index and Internalizing Symptoms.
Q102209089Relations between child self-control, maternal relational frustration, and teacher-child conflict: a longitudinal study with children from dual-earner families
Q33954799Relations between children's metamemory and strategic performance: time-varying covariates in early elementary school.
Q35220533Relations of growth in effortful control to family income, cumulative risk, and adjustment in preschool-age children
Q30061958Relationship between women's characteristics and continuum of care for maternal health in Kenya: Complex survey analysis using structural equation modeling
Q33856400Relationships between level and change in family, school, and peer factors during two periods of adolescence and problem behavior at age 19.
Q54705867Religious Involvement, Beliefs About God, and the Sense of Mattering Among Older Adults
Q46628528Reply to Young et al.
Q36627151Reproductive Health CHOICES for Young Adults with Sickle Cell Disease or Trait: Randomized Controlled Trial Outcomes over Two Years.
Q30572071Results from the Xylitol for Adult Caries Trial (X-ACT)
Q53597227Results of a 3-year study of two methods of delivery of life skills training.
Q37340249Results of a type 2 translational research trial to prevent adolescent drug use and delinquency: a test of Communities That Care
Q47779718Resurrecting the Empathy-Bullying Relationship with a Pro-Bullying Attitudes Mediator: the Lazarus Effect in Mediation Research
Q33789752Review of inverse probability weighting for dealing with missing data
Q35028241Risk factors for suicide attempt in an Arab kindred
Q58111673Risky Interactions: Relational and Developmental Moderators of Substance Use and Dating Aggression
Q48075782Role of physical activity in the relationship between mastery and functional health.
Q57100063Rounding non-binary categorical variables following multivariate normal imputation: evaluation of simple methods and implications for practice
Q31037098SEM with Missing Data and Unknown Population Distributions Using Two-Stage ML: Theory and Its Application
Q35843541Safety and Utility of Quantitative Sensory Testing among Adults with Sickle Cell Disease: Indicators of Neuropathic Pain?
Q35584745Satisfaction with aging and use of preventive health services
Q35702266Satisfaction with weight loss: examining the longitudinal covariation between people's weight-loss-related outcomes and experiences and their satisfaction
Q59481045Scale development: ten main limitations and recommendations to improve future research practices
Q47787473Secondary Traumatization and Differentiation Among the Wives of Former POWs: A Reciprocal Association
Q50253133Secondary traumatization and attachment among wives of former POWs: a longitudinal study.
Q40242517Self-Disclosing Trauma and Post-Traumatic Stress Symptoms in Couples: A Longitudinal Study
Q30851146Sensitivity Analysis of Multiple Informant Models When Data are Not Missing at Random
Q35891542Sensitivity analysis in multiple imputation in effectiveness studies of psychotherapy
Q30994022Sensitivity to imputation models and assumptions in receiver operating characteristic analysis with incomplete data
Q91958969Severity and Variability of Depression Symptoms Predicting Suicide Attempt in High-Risk Individuals
Q37171275Sexual behaviour in a rural high HIV prevalence South African community: time trends in the antiretroviral treatment era
Q31151970Should multiple imputation be the method of choice for handling missing data in randomized trials?
Q44375476Simple generalized estimating equations (GEEs) and weighted generalized estimating equations (WGEEs) in longitudinal studies with dropouts: guidelines and implementation in R.
Q48419616Social cognition and externalizing psychopathology: an investigation of the mediating role of language
Q37692945Social cognitive determinants of dietary behavior change in university employes
Q36093223Social information processing mediates the intergenerational transmission of aggressiveness in romantic relationships
Q36587805Social roles, basic need satisfaction, and psychological health: the central role of competence
Q31075496Statistical analysis of longitudinal psychiatric data with dropouts
Q35211283Strategies for handling missing data in electronic health record derived data
Q90323063Structural Models for Binary Repeated Measures: Linking Modern Longitudinal Structural Equation Models to Conventional Categorical Data Analysis for Matched Pairs
Q36316828Students Left Behind: Measuring 10(th) to 12(th) Grade Student Persistence Rates in Texas High Schools
Q44421796Substance use and sexual risk prevention in Cape Town, South Africa: an evaluation of the HealthWise program
Q47645633Survival analysis with time-dependent covariates subject to missing data or measurement error: Multiple Imputation for Joint Modeling (MIJM).
Q37626791Survival in out-of-hospital cardiac arrests with initial asystole or pulseless electrical activity and subsequent shockable rhythms
Q39989848THE RELATIONSHIP OF EMERGING ADULTHOOD TRAJECTORIES TO DRUG USE, AND OTHER CORRELATES.
Q35421622Temperament variation in sensitivity to parenting: predicting changes in depression and anxiety
Q34047747Testing the universality of the effects of the communities that care prevention system for preventing adolescent drug use and delinquency
Q38809500Tests of Simple Slopes in Multiple Regression Models with an Interaction: Comparison of Four Approaches
Q55294833The (Ir)Responsibility of (Under)Estimating Missing Data.
Q30377315The Associations between Types of Ambient PM2.5 and Under-Five and Maternal Mortality in Africa.
Q37225827The Black-White difference in age trajectories of functional health over the life course.
Q49471891The Efficacy of a Home-School Intervention for Preschoolers With Challenging Behaviors: A Randomized Controlled Trial of Preschool First Step to Success
Q50697448The Five Cs model of positive youth development: a longitudinal analysis of confirmatory factor structure and measurement invariance.
Q55328936The Impact of Partial Measurement Invariance on Testing Moderation for Single and Multi-Level Data.
Q34564207The Interaction between Negative Emotionality and Effortful Control in Early Social-emotional Development
Q56028664The Missing Dimension of the Political Resource Curse Debate
Q47906258The Past Is Present: Representations of Parents, Friends, and Romantic Partners Predict Subsequent Romantic Representations
Q90271451The Performance of Multivariate Methods for Two-Group Comparisons with Small Samples and Incomplete Data
Q45070454The Role of Authoritative Parenting in Adolescent Type 1 Diabetes Management
Q47778539The Role of Parental Posttraumatic Stress, Marital Adjustment, and Dyadic Self-Disclosure in Intergenerational Transmission of Trauma: A Family System Approach
Q36463652The Temporal Association Between Traditional and Cyber Dating Abuse Among Adolescents
Q31083842The Use of Multiple Imputation for Data Subject to Limits of Detection.
Q35051459The Use of Sample Weights in Hot Deck Imputation
Q37375830The effect of school-based kindergarten transition policies and practices on child academic outcomes.
Q39558347The effectiveness of internet cognitive behavioural therapy for generalized anxiety disorder in clinical practice
Q38777157The effects of trait and state affect on diurnal cortisol slope among children affected by parental HIV/AIDS in rural China.
Q33901286The handling of missing data in molecular epidemiology studies
Q36978264The impact of continued intervention on weight: Five-year results from the weight loss maintenance trial
Q47152115The impact of daily and trait loneliness on diurnal cortisol and sleep among children affected by parental HIV/AIDS.
Q37401629The incidence and course of depression in bereaved youth 21 months after the loss of a parent to suicide, accident, or sudden natural death
Q92785593The moderating effects of traumatic stress on vulnerability to emotional distress during pregnancy
Q48034338The moderating role of centrality on associations between ethnic identity affirmation and ethnic minority college students' mental health
Q34995778The parallel development of ODD and CD symptoms from early childhood to adolescence
Q37315720The patterns of drug and alcohol use and associated problems over 30 years in 397 men.
Q37677907The phenomenology and course of depression in parentally bereaved and non-bereaved youth
Q63353263The proportion of missing data should not be used to guide decisions on multiple imputation
Q34475306The reciprocal relationship between alliance and symptom improvement across the treatment of childhood anxiety
Q39354406The role of bullying in depressive symptoms from adolescence to emerging adulthood: A growth mixture model
Q89744537The role of negative affect in the persistence of nicotine dependence among alternative high school students: A latent growth curve analysis
Q55025333The role of posttraumatic stress symptoms on chronic pain outcomes in chronic pain patients referred to rehabilitation.
Q34553419The structure of executive function in 3-year-olds
Q35554886The use of complete-case and multiple imputation-based analyses in molecular epidemiology studies that assess interaction effects
Q47338578Think Positive? Examining the Impact of Optimism on Academic Achievement in Early Adolescents.
Q34063188Timing, social support, and the effects of physical limitations on psychological distress in late life
Q41145619To what degree does the missing-data technique influence the estimated growth in learning strategies over time? A tutorial example of sensitivity analysis for longitudinal data.
Q92734292Towards a 'smart' cost-benefit tool: using machine learning to predict the costs of criminal justice policy interventions
Q30591603Towards a measurement instrument for determinants of innovations.
Q36285924Translational methods in biostatistics: linear mixed effect regression models of alcohol consumption and HIV disease progression over time
Q47561410Traumatization, Loneliness, and Suicidal Ideation among Former Prisoners of War: A Longitudinally Assessed Sequential Mediation Model
Q37059141Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions
Q40189645Treatment for preschool children with interpersonal sexual behavior problems: a pilot study.
Q33744110Treatment techniques and outcomes in multidimensional family therapy for adolescent behavior problems
Q58795632Trends in dementia diagnosis rates in UK ethnic groups: analysis of UK primary care data
Q37126326Two-method measurement for adolescent obesity epidemiology: reducing the bias in self-report of height and weight
Q36483420Two-year trends in psychosocial functioning after adolescent Roux-en-Y gastric bypass
Q53649116US cultural involvement and its association with suicidal behavior among youths in the Dominican Republic.
Q58278842Understanding how social networking influences perceived satisfaction with conference experiences
Q36753788Understanding the relation of low income to HPA-axis functioning in preschool children: cumulative family risk and parenting as pathways to disruptions in cortisol
Q36492516Use of multiple imputation method to improve estimation of missing baseline serum creatinine in acute kidney injury research
Q34373763Using AIC in Multiple Linear Regression framework with Multiply Imputed Data
Q27333636Using Classification and Regression Trees (CART) and random forests to analyze attrition: Results from two simulations
Q35853591Using Principal Components as Auxiliary Variables in Missing Data Estimation.
Q33657429Using a shared parameter mixture model to estimate change during treatment when termination is related to recovery speed
Q33335474Using multiple imputation and propensity scores to test the effect of car seats and seat belt usage on injury severity from trauma registry data
Q40976327Using social and mobile tools for weight loss in overweight and obese young adults (Project SMART): a 2 year, parallel-group, randomised, controlled trial
Q46139470Using the theory of planned behaviour to predict nurses' intention to integrate research evidence into clinical decision-making
Q40088263Variable selection and regression analysis for the prediction of mortality rates associated with foodborne diseases
Q30832650Variable selection under multiple imputation using the bootstrap in a prognostic study
Q39305896Variable- and Person-Centered Approaches to Examining Temperament Vulnerability and Resilience to the Effects of Contextual Risk
Q50529439Vocational interests of intellectually gifted and highly achieving young adults.
Q45091611Volunteering and trajectories of depression
Q55106461WM in Adolescence: What Is the Relationship With Emotional Regulation and Behavioral Outcomes?
Q30951461Weekly Cycles in Daily Report Data: An Overlooked Issue.
Q46202421Weighing in on the issue: a longitudinal analysis of the influence of selected individual factors and the sports context on the developmental trajectories of eating pathology among adolescents
Q40198339Weight loss and improved metabolic outcomes amongst rural African American women in the Deep South: six-month outcomes from a community-based randomized trial.
Q24644737Weight loss during the intensive intervention phase of the weight-loss maintenance trial
Q36746554Weight loss history as a predictor of weight loss: results from Phase I of the weight loss maintenance trial
Q40406786What Accounts for the Relationship Between Internet Use and Suicidal Ideation of Korean Older Adults? A Mediation Analysis
Q47318753Why is Meaning-Centered Group Psychotherapy (MCGP) effective? Enhanced sense of meaning as the mechanism of change for advanced cancer patients
Q33571770Why missing data matter in the longitudinal study of adolescent development: using the 4-H Study to understand the uses of different missing data methods
Q92736168dynr.mi: An R Program for Multiple Imputation in Dynamic Modeling
Q45991120simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data.

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