Fully conditional specification in multivariate imputation

No abstract is available for this paper.

• Publication year

  2006

• Venue

  Journal of Statistical Computation and Simulation

• Publication date

  2006-12-01

• Fields of study

  Mathematics

• Identifiers
  DOI 10.1080/10629360600810434
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Applied Logistic Regression: Hosmer/Applied Logistic Regression

  2005cited by this paper
• Multiple Imputation of Missing Values

  2004cited by this paper
• Nested multiple imputation of NMES via partially incompatible MCMC

  2003cited by this paper
• A toolkit in SAS for the evaluation of multiple imputation methods

  2003cited by this paper
• Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data

  2002cited by this paper
• Multiple imputation versus data enhancement for dealing with missing data in observational health care outcome analyses.

  2002cited by this paper
• A multivariate technique for multiply imputing missing values using a sequence of regression models

  2001cited by this paper
• Conditionally Specified Distributions: An Introduction (with comments and a rejoinder by the authors)

  2001cited by this paper
• Analysis of Incomplete Multivariate Data

  2000cited by this paper
• Multivariate imputation of coarsened survey data on household wealth.

  2000cited by this paper
• Treatments of Missing Data: A Monte Carlo Comparison of RBHDI, Iterative Stochastic Regression Imputation, and Expectation-Maximization

  2000cited by this paper
• Multivariate Imputation by Chained Equations : Mice V1.0 User's manual

  2000cited by this paper
• Multiple imputation of missing blood pressure covariates in survival analysis.

  1999cited by this paper
• Flexibele multiple imputation by chained equations of the AVO-95 Survey

  1999cited by this paper
• Conditional specification of statistical models

  1999cited by this paper
• Development, Implementation and Evaluation of Multiple Imputation Strategies for the Statistical Analysis of Incomplete Data Sets

  1999cited by this paper
• Imputation of the 1989 Survey of Consumer Finances: Stochastic Relaxation and Multiple Imputation

  1997cited by this paper
• Multiple Imputation After 18+ Years

  1996influential reference
• A multiple-imputation analysis of a case-control study of the risk of primary cardiac arrest among pharmacologicallytreated hypertensives

  1996cited by this paper
• Inference from Iterative Simulation Using Multiple Sequences

  1992cited by this paper
• Conditionally Specified Distributions

  1992cited by this paper
• Multiple Imputation of Industry and Occupation Codes in Census Public-use Samples Using Bayesian Logistic Regression

  1991cited by this paper
• Applied Logistic Regression, Second Edition

  1989cited by this paper
• Effect on Secondary Data Analysis of Common Imputation Methods

  1989cited by this paper
• Compatible Conditional Distributions

  1989cited by this paper
• Statistical Analysis With Missing Data

  1988cited by this paper
• Multiple Imputation for Nonresponse in Surveys

  1988cited by this paper
• A Comparison of Methods for Treating Incomplete Data in Selection Research

  1987cited by this paper
• Space-time modeling with long-memory dependence: assessing Ireland's wind-power resource. Technical report

  1987cited by this paper
• Estimation for the multiple factor model when data are missing

  1979cited by this paper
• INFERENCE AND MISSING DATA

  1975cited by this paper
• A proposal for handling missing data

  1975cited by this paper
• Spatial Interaction and the Statistical Analysis of Lattice Systems

  1974cited by this paper
• Characterizing the Estimation of Parameters in Incomplete-Data Problems

  1974cited by this paper
• A Method of Estimation of Missing Values in Multivariate Data Suitable for Use with an Electronic Computer

  1960cited by this paper

• Developing a Weight Management and Metabolic Health Program to support patient-centred, effective, and efficient treatment for veterans with overweight or obesity: protocol for a quality improvement programme

  2026cites this paper
• High Flow Nasal Cannula Use in Bronchiolitis: Predicting Need for Early Escalation of Care.

  2026cites this paper
• bigMICE: Multiple Imputation of Big Data

  2026cites this paper
• Estimators of the AIC and BIC in multiply imputed data

  2026cites this paper
• Multiple imputation of multilevel data with single-level models: A fully conditional specification approach using adjusted group means

  2026cites this paper
• Generative conditional missing imputation networks

  2026cites this paper
• Coal-gas risk fusion identification and warning based on deep explainable expert learning networks: A case study in mining information systems

  2026cites this paper
• Ultraprocessed Food Consumption and Behavioral Outcomes in Canadian Children.

  2026cites this paper
• Multiple Imputation of Missing Data in Moderated Factor Analysis.

  2026cites this paper
• Multi-variable wind power anomaly correction using Physics-Aware Transformer with adaptive temporal encoding

  2026cites this paper
• Substituting ultra-processed food intake with minimally processed foods is associated with lower diastolic blood pressure in children.

  2026cites this paper
• Development of a prognostic scoring system for chronic myeloid leukemia in blast phase.

  2026cites this paper
• The relation among tertiary education, technical designs and patents

  2025cites this paper
• Beyond intentions: Transaction uncertainties and developers’ adoption of nonconventional housebuilding technologies

  2025cites this paper
• Multiple imputation under missing not at random: incorporating response indicators into sequential imputation

  2025cites this paper
• Awake Prone Positioning in Adults With COVID-19: An Individual Participant Data Meta-Analysis.

  2025cites this paper
• Bias and Efficiency Comparison between Multiple Imputation and Available-Case Analysis for Missing Data in Longitudinal Models.

  2025cites this paper
• The fallacy of single imputation for trait databases: Use multiple imputation instead

  2025cites this paper
• Missing Value Treatments for Machine Learning-Based Misbehavior Detection Systems: Survey, Evaluation, and Challenges

  2025cites this paper
• Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study

  2025cites this paper
• Social inequalities at the transition to higher education: the role of personality for graduates from vocational and general schools

  2025cites this paper
• A Mixed-Methods Study on Out-Group Hostility and Religiosity Among Muslims in German Youth Prisons: The Role of Religious Discrimination and Opportunity Structure

  2025cites this paper
• Estimation of COVID-19 Incidence based on PM2.5 in Chiang Mai, Thailand using New Transformed Estimators in the Presence of Missing Observations

  2025cites this paper
• Two-stage multiple imputation with a longitudinal composite variable

  2025cites this paper
• Oral Health Disparities between LGB and non-LGB Individuals in the United States

  2025cites this paper
• The response to individualized treatment after a standardized treatment protocol among neck pain sufferers: a secondary analysis of a randomized controlled trial

  2025cites this paper
• Hierarchical imputation of categorical variables in the presence of systematically and sporadically missing data

  2025cites this paper
• Parental separation and children's genetic influences on education

  2025cites this paper
• Are nurse-led patient consultations acceptable for the general practitioners and practice nurses in Germany? Results from a cross-sectional survey in two federal states

  2025cites this paper
• Chronic Pain Locations, Characteristics, and Associations With Other Symptoms in Adults Receiving Maintenance Hemodialysis: Findings From the HOPE Consortium Trial.

  2025cites this paper
• Linking spatial variations in life‐history traits to environmental conditions across American black bear populations

  2025cites this paper
• Association between catastrophic health expenditure and mortality in older people in 11 European health systems: a longitudinal analysis between 2006 and 2020

  2025cites this paper
• Multiple Imputation to Estimate Hierarchical Models From Data Missing at Random: Latent Covariates, Random Coefficients, and Statistical Interactions

  2025cites this paper
• Phylogenetic and ecological drivers of dietary preferences in lizards: a comparative analysis

  2025cites this paper
• Missing data approaches for longitudinal neuroimaging research: Examples from the Adolescent Brain and Cognitive Development (ABCD) Study®

  2025cites this paper
• Different Metabolic Phenotypes of Obesity and 2 Decades Risk of Cardio–Renal–Metabolic Multimorbidity: Tehran Lipid and Glucose Study

  2025cites this paper
• Data-driven air quality prediction: deep learning solutions for pollution forecasting in Ho Chi Minh City

  2025cites this paper
• Missing data in ecology: Syntheses, clarifications, and considerations

  2025cites this paper
• Vocational Pathways to Higher Education: Real or False Chances?

  2025cites this paper
• From Concurrent to Push-To-Web Mixed-Mode: Experimental Design Change in the German Social Cohesion Panel

  2025cites this paper
• Veal calves management in Québec, Canada: Part II. Association between passive immunity transfer at arrival and average daily gain.

  2025cites this paper
• Ultraprocessed Food Consumption and Obesity Development in Canadian Children

  2025cites this paper
• Harmonized Cognitive Assessment Protocol in the English Longitudinal Study of Ageing: Contrasting approaches to evaluation of factor structure.

  2025cites this paper
• Transfer learning for predicting of gross domestic product growth based on remittance inflows using RNN-LSTM hybrid model: a case study of The Gambia

  2025cites this paper
• LGBTQ+ Inclusive Policies, Nurse Job Outcomes, and Quality of Care in Hospitals

  2025cites this paper
• Long COVID and Associated Factors Among Chinese Residents Aged 16 Years and Older in Canada: A Cross-Sectional Online Study

  2025cites this paper
• Missing Data Handling via EM and Multiple Imputation in Network Analysis using Glasso and Atan Regularization

  2025cites this paper
• Mobile Telehealth Intervention to Support Care Partners of Patients With Alzheimer Disease and Related Dementias (I-CARE 2): Protocol for a Randomized Effectiveness Clinical Trial

  2025cites this paper
• The Effect of Missing Item Data on the Relative Predictive Accuracy of Intimate Partner Violence Risk Assessment Tools.

  2025cites this paper
• Biplot visualisations of the differences between multiple imputation techniques for simulated categorical data

  2025cites this paper
• Bridging Traditional-Statistics and Machine-Learning Approaches in Psychology: Navigating Small Samples, Measurement Error, Nonindependent Observations, and Missing Data

  2025cites this paper
• Evaluation of Generative Adversarial Imputation Nets’ Performance in Handling Missing Data in Structural Equation Modeling

  2025cites this paper
• Identifying lifelong factors that impact brain health and functional outcomes in adults with childhood-onset type 1 diabetes: the cognition and longitudinal assessments of risk factors over 30 years (CLARiFY) – diabetes complications study protocol

  2025cites this paper
• Pursuing weak paths: a performance evaluation of multiple imputation in PLS

  2025cites this paper
• Advances in Biomedical Missing Data Imputation: A Survey

  2025cites this paper
• Measuring Regional Variations in US Population-Level Health-Related Quality of Life During COVID-19 Using the EQ-5D-5L

  2025cites this paper
• Associations of dietary patterns and obesity development in school‐aged children: results from the CHILD Cohort Study

  2025cites this paper
• Comparing imputation approaches to handle systematically missing inputs in risk calculators

  2025cites this paper
• A Multiple Imputation Workflow for Handling Missing Covariate Data in Pharmacometrics Modeling

  2025cites this paper
• Patient-Centered mHealth Intervention to Improve Self-Care in Patients With Chronic Heart Failure: Phase 1 Randomized Controlled Trial

  2025cites this paper
• Project HERO: a randomized trial of Tai Chi qigong versus intensity-matched exercise and usual care for fatigue in older male cancer survivors

  2025cites this paper
• A general semiparametric maximum likelihood method for Cox regression models with nonmonotone missing at random covariates

  2025cites this paper
• Childhood events as factors in continued cannabis use in adulthood: a longitudinal study of a 30-year follow-up cohort

  2025influential citation
• Prior Authorization of Medication and Its Influence on Provider Behavior: Latent Class Analysis

  2025cites this paper
• Post-Concussion Symptoms in Older Adults Following a Mild Traumatic Brain Injury.

  2025cites this paper
• The association between neighborhood social cohesion and poor sleep health in Latinxs: Exploration of moderation by nativity status and English language proficiency.

  2025cites this paper
• Unpaid Caregiver Characteristics Associated With Retirement From the Labor Force: A Matched Case-Control Study Using CLSA Data.

  2025cites this paper
• The Many Whispers From Yesteryear: How Has China’s History of Centrally Planned Socialism Shaped People’s Divergent Views of Justice Today?

  2025cites this paper
• Sexual dimorphism and reproductive ecology of the South American rattlesnake Crotalus durissus (Squamata: Viperidae) in the Brazilian Cerrado

  2025cites this paper
• Association between proximity to a lead releasing facility and cognition in diverse cohorts

  2025cites this paper
• Comparison of the Multiple Imputation Approaches for Imputing Rainfall Data: A Humid Tropical River Basin Case Study

  2025cites this paper
• Modifiable factors associated with cognitive health trajectories among Indigenous, Hispanic, Black, and White older adults: an exploratory longitudinal panel analysis of the health and retirement study with a focus on Indigenous peoples

  2025cites this paper
• Modelling in-hospital length of stay: A comparison of linear and ensemble models for competing risk analysis

  2025cites this paper
• Comparison of bonding failure rates of mandibular retainers after 2 enamel preparations - sandblasting vs pumicing: An 18-month randomized controlled trial.

  2025cites this paper
• Human Telephone vs Text Message Counseling and Physical Activity Among Midlife and Older Adults

  2025cites this paper
• Incorporating subjective survival information in mortality and change in health status predictions: A Bayesian approach

  2024cites this paper
• Association of LIfestyle for BRAin health risk score (LIBRA) and genetic susceptibility with incident dementia and cognitive decline

  2024cites this paper
• An Analgesic Technique for Orogastric Tube Insertion in Newborns

  2024cites this paper
• Preventing postpartum insomnia: findings from a three-arm randomized-controlled trial of cognitive behavioral therapy for insomnia, a responsive bassinet, and sleep hygiene

  2024cites this paper
• Childhood Adversities and Caregiving for Older Parents: Building Capacity for a Caring Society

  2024cites this paper
• Identifying interactions among factors related to death occurred at the scene of traffic accidents: Application of “logic regression” method

  2024cites this paper
• Multiple Imputation for Longitudinal Data: A Tutorial

  2024cites this paper
• A comparison of different measures of the proportion of explained variance in multiply imputed data sets.

  2024cites this paper
• De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods

  2024cites this paper
• Fitting copulas in the case of missing data

  2024cites this paper
• Efficacy of supervised immersive virtual reality-based training for the treatment of chronic fatigue in post-COVID syndrome: study protocol for a double-blind randomized controlled trial (IFATICO Trial)

  2024cites this paper
• What influences mentors’ satisfaction with social work practical training in Slovenia?

  2024cites this paper
• Missing data approaches for longitudinal neuroimaging research: Examples from the Adolescent Brain and Cognitive Development (ABCD) Study

  2024cites this paper
• Restricted Time Win Ratio: From Estimands to Estimation

  2024cites this paper
• Differential cognitive and behavioral development from 6 to 24 months in autism and fragile X syndrome

  2024cites this paper
• An Adaptive Combined Learning of Grading System for Early Stage Emerging Diseases

  2024cites this paper
• Implicit and Explicit Weight Bias among Midwives: Variations Across Demographic Characteristics.

  2024cites this paper
• Meta-analysis on studies with heterogeneous and partially observed covariates

  2024cites this paper
• Centre-level variation in the survival of patients receiving haemodialysis in India: findings from a nationwide private haemodialysis network

  2024cites this paper
• Accounting for bias due to outcome data missing not at random: comparison and illustration of two approaches to probabilistic bias analysis: a simulation study

  2024cites this paper
• Effects of single and multiple imputation strategies on addressing over-fitting issues caused by imbalanced data from various scenarios

  2024cites this paper
• The Effect of Missing Item Data on the Relative Predictive Accuracy of Correctional Risk Assessment Tools

  2024cites this paper
• Physical Activity Intervention for Urban Black Women With Asthma: Protocol for a Randomized Controlled Efficacy Study

  2024cites this paper
• Predicting Gross Domestic Product (GDP) using a PC-LSTM-RNN model in urban profiling areas

  2024cites this paper
• Adapting tree-based multiple imputation methods for multi-level data? A simulation study

  2024cites this paper