Principled Missing Data Treatments
Bibliographic Data
| ID | 23344441 |
|---|---|
| Authors | Kyle M Lang (0000-0001-5340-7849, Texas Tech University, corresponding author), Todd D Little (0000-0002-4146-4712, Texas Tech University, corresponding author) |
| Year | 2018 |
| Volume | 19 |
| Issue | 3 |
| Pages | 284-294 |
| Publication date | 2018-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Prevention Science (JOURNAL) |
| Journal identifiers | ISSN: 1389-4986 • E-ISSN: 1573-6695 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s11121-016-0644-5 |
| PMID | 27040106 |
| OpenAlex | W2319889034 |
| Language | EN |
| Citations received | 61 |
| References cited | 44 |
Causal inference · Data mining · Data science · Econometrics · Imputation (statistics) · Inference · Machine learning · Missing data · Pairwise comparison · Statistical inference · Statistics · Advanced Causal Inference Techniques · Artificial Intelligence · Computer Science · Mathematics · Statistical Methods and Bayesian Inference · Statistical Methods and Inference
Prospective Associations Between Pornography Viewing and Sexual Aggression Among Adolescents
The Impact of Multiple Marginalized Social Statuses
Impact of missing data strategies in studies of parental employment and health
Emotion regulation and self‐control
Negative life events, self-efficacy, and social support
The development of loneliness through adolescence and young adulthood
Russia's invasion of Ukraine and perceived intergenerational mobility in Europe
Traumatic Brain Injury and Health-Related Quality of Life
Self-reported changes in physical activity, sedentary behavior, and screen time among informal caregivers during the Covid-19 pandemic
Maternal Depressive Symptoms in the First Year after Childbirth Predict Long-Term Developmental Risks in Sons and Daughters
Latent profile transition analyses and growth mixture models
Dental problems and chronic diseases in mentally ill homeless adults
Effectiveness of a multidisciplinary treatment with youth-initiated mentoring for youths with mental health needs from multi-problem families
Sociodemographic and Regional Determinants of Dietary Patterns in Russia
Best Practices in Handling Missing Data in Psychological Research
The Role of Parental Education on College Students’ Participation in Outside-the-Classroom Activities
Mental health, gender, and higher education attainment
Three-Month Polysubstance Use Patterns Among People Enrolled in Outpatient Treatment for Methamphetamine Use
Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data
The Forms of Self-Criticising & Self-Reassuring Scale - Short Form for Adolescents
Romantic Relationship Quality and Mental Health in Pregnancy During the Covid-19 Pandemic
Introduction to the special section on developmental approaches to prevention science
Family socioeconomic status and parental expectations affect mathematics achievement in a national sample of Chilean students
Validation of the Geriatric Anxiety Inventory in younger adults
Solutions for latent growth modeling following Covid-19-related discontinuities in change and disruptions in longitudinal data collection
An NCLEX-RN Improvement Project
How does cross‐sectional sampling bias our understanding of adolescent romantic relationships
Intersectional microaggressions, depressive symptoms, and the role of LGBTQ‐specific parental support in a sample of Latinx sexual and gender minority youth
Probing gaps in educational outcomes within the U.S
Bidirectional associations between biased language exposure and school-based relationships across gender
Mediating role of social skills in the longitudinal relationship between intrapersonal perfectionism and psychological well-being of preadolescents
Research Review
The role of child negative emotionality in parenting and child adjustment
Weather, Values, Capacity and Concern
Adolescents’ developing awareness of inequality
Disability, Federal Disability Benefits, and Health Care Access After the Affordable Care Act
Marketing to the foodshed
Perceived Balance, Balance Performance, and Falls Among Community-Dwelling Older Adults
A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions
The Early Emergence of SES Achievement Gaps
Local Food and Civic Engagement
Children’s utilization of toys is moderated by age-appropriateness, toy category, and child age
Development of Selective Attention and Vocabulary in a Socio-Economically Diverse Sample of Preschoolers
Randomized trial of PMTO in foster care
Modeling Disability-Free Life Expectancy With Duration Dependence
Victimization by Friends and Victimization by Other Peers
Bystanders to Prevent Peer Sexual Violence
Emerging Adulthood and Prospective Depression
Youth Suicide and Self-Harm
Holding anti-feminist gender role beliefs mediate the relationship between family-related adverse childhood experiences and different forms of intimate partner violence perpetration in adulthood
Being Spiritual but Not Religious (SBNR)
The Outcomes of the American Renaissance Student
Concurrent and Longitudinal Associations Between In-Person and Online Sexual Behaviors and Sexual Subjectivity in Heterosexual, Cisgender, and Sexual and Gender Minority Adolescents
The Role of Future Orientation and Self-Mastery After Bullying Victimization
Widowhood, widowhood duration, and loneliness among older adults in China
Believing in conspiracy theories in Spain during the Covid-19 pandemic
Contact and role modeling predict bias against lesbian and gay individuals among early-career physicians
Adverse Childhood Experiences, Suicidal/Self-Harming Thoughts, and Suicide Attempts Among LGB and Heterosexual Utahns
Study and Scale Quality in Second Language Survey Research, 2009-2019
Origins, belonging, and expectations
Is unit cohesion a double-edged sword? A moderated mediation model of combat exposure, work stressors, and marital satisfaction
Statistical analysis with missing data
Analysis of Incomplete Multivariate Data
Missing Data
Advanced Structural Equation Modeling
Missing Data
Modeling the Drop-Out Mechanism in Repeated-Measures Studies
Adding Missing-Data-Relevant Variables to Fiml-Based Structural Equation Models
A comparison of inclusive and restrictive strategies in modern missing data procedures.
On the Joys of Missing Data
Amelia II
Missing Data in Educational Research
A Review of Hot Deck Imputation for Survey Non‐response
Fully conditional specification in multivariate imputation
The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models
Sample Selection Bias as a Specification Error
Mice
How Many Imputations are Really Needed? Some Practical Clarifications of Multiple Imputation Theory
The Performance of the Full Information Maximum Likelihood Estimator in Multiple Regression Models With Missing Data
Multiple Imputation for Nonresponse in Surveys
A Comparison of Imputation Strategies for Ordinal Missing Data on Likert Scale Variables
Using Principal Components as Auxiliary Variables in Missing Data Estimation
Missing Data
Missing Data
Statistical methods in psychology journals
How to Impute Interactions, Squares, and other Transformed Variables
Regression with Missing Ys
What to Do about Missing Values in Time‐Series Cross‐Section Data
| Unique citing works | 61 |
|---|---|
| Citations per year | 7,63 |
| Citation span | 2018 - 2026 (9) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 54 |