On the public citation graph

Evaluation of software for multiple imputation of semi-continuous data

https://doi.org/10.1177/0962280206074464
0 signed · 122 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/(sici)1097-0258(19990330)18:6<681::aid-sim71>3.0.co;2-ropenalex-snapshot
Multiple imputation of missing blood pressure covariates in survival analysis
inferredcites →https://doi.org/10.1002/0470011815.b2a15138openalex-snapshot
Sample Size Determination
inferredcites →https://doi.org/10.1002/9780470316696openalex-snapshot
Multiple Imputation for Nonresponse in Surveys
inferredcites →https://doi.org/10.1002/hec.766openalex-snapshot
Missing.... presumed at random: cost‐analysis of incomplete data
inferredcites →https://doi.org/10.1007/978-1-4757-3462-1openalex-snapshot
Regression Modeling Strategies
inferredcites →https://doi.org/10.1007/978-1-4899-4541-9openalex-snapshot
An Introduction to the Bootstrap
inferredcites →https://doi.org/10.1016/s0140-6736(02)11314-6openalex-snapshot
International Subarachnoid Aneurysm Trial (ISAT) of neurosurgical clipping versus endovascular coiling in 2143 patients with ruptured intracranial aneurysms: a randomised trial
inferredcites →https://doi.org/10.1016/s0140-6736(05)67214-5openalex-snapshot
International subarachnoid aneurysm trial (ISAT) of neurosurgical clipping versus endovascular coiling in 2143 patients with ruptured intracranial aneurysms: a randomised comparison of effects on survival, dependency, seizures, rebleeding, subgroups, and aneurysm occlusion
inferredcites →https://doi.org/10.1037/1082-989x.6.4.330openalex-snapshot
A comparison of inclusive and restrictive strategies in modern missing data procedures.
inferredcites →https://doi.org/10.1037/1082-989x.6.4.352openalex-snapshot
The impact of nonnormality on full information maximum-likelihood estimation for structural equation models with missing data.
inferredcites →https://doi.org/10.1037/1082-989x.7.2.147openalex-snapshot
Missing data: Our view of the state of the art.
inferredcites →https://doi.org/10.1080/01621459.1986.10478280openalex-snapshot
Multiple Imputation for Interval Estimation From Simple Random Samples With Ignorable Nonresponse
inferredcites →https://doi.org/10.1080/01621459.1987.10478458openalex-snapshot
The Calculation of Posterior Distributions by Data Augmentation
inferredcites →https://doi.org/10.1080/10629360600810434openalex-snapshot
Fully conditional specification in multivariate imputation
inferredcites →https://doi.org/10.1093/aje/kwf110openalex-snapshot
Use of Multiple Imputation to Correct for Nonresponse Bias in a Survey of Urologic Symptoms among African-American Men
inferredcites →https://doi.org/10.1093/biomet/70.1.41openalex-snapshot
The central role of the propensity score in observational studies for causal effects
inferredcites →https://doi.org/10.1136/bmj.38441.429618.8fopenalex-snapshot
Surgical stabilisation of the spine compared with a programme of intensive rehabilitation for the management of patients with chronic low back pain: cost utility analysis based on a randomised controlled trial
inferredcites →https://doi.org/10.1177/0049124100028003003openalex-snapshot
Multiple Imputation for Missing Data
inferredcites →https://doi.org/10.1177/096228029900800102openalex-snapshot
Multiple imputation: a primer
inferredcites →https://doi.org/10.1177/1536867x0400400301openalex-snapshot
Multiple Imputation of Missing Values
inferredcites →https://doi.org/10.1177/1536867x0500500204openalex-snapshot
Multiple Imputation of Missing Values: Update
inferredcites →https://doi.org/10.1177/1536867x0500500404openalex-snapshot
Multiple Imputation of Missing Values: Update of Ice
inferredcites →https://doi.org/10.1198/000313001317098266openalex-snapshot
Multiple Imputation in Practice
inferredcites →https://doi.org/10.1198/016214503000000611openalex-snapshot
Multiple Imputation for Incomplete Data With Semicontinuous Variables
inferredcites →https://doi.org/10.1201/9781439821862openalex-snapshot
Analysis of Incomplete Multivariate Data
inferredcites →https://doi.org/10.2307/1269814openalex-snapshot
Statistical Analysis With Missing Data
inferredcites →https://doi.org/10.2307/2289883openalex-snapshot
Statistical Analysis With Missing Data
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.3017861openalex-extracted
Bachelor Diploma and Professional Achievement of Recent Graduates
inferred← citeshttps://doi.org/10.1002/9781119756118.refopenalex-snapshot
References
inferred← citeshttps://doi.org/10.1002/9781119942283.biblioopenalex-snapshot
Bibliography
inferred← citeshttps://doi.org/10.1002/hec.1531openalex-snapshot
Improving costing methods in multicentre economic evaluation: the use of multiple imputation for unit costs
inferred← citeshttps://doi.org/10.1002/ijc.70539openalex-snapshot
Early‐Life Exposures and Risk of Multiple Myeloma: A Population‐Based Case–Control Study in Australia
inferred← citeshttps://doi.org/10.1002/mpr.329openalex-snapshot
Multiple imputation by chained equations: what is it and how does it work?
inferred← citeshttps://doi.org/10.1002/sim.3177openalex-snapshot
How should variable selection be performed with multiply imputed data?
inferred← citeshttps://doi.org/10.1002/sim.3731openalex-snapshot
Missing values in longitudinal dietary data: A multiple imputation approach based on a fully conditional specification
inferred← citeshttps://doi.org/10.1002/sim.4413openalex-snapshot
Diagnosing imputation models by applying target analyses to posterior replicates of completed data
inferred← citeshttps://doi.org/10.1002/sim.6969openalex-snapshot
Handling incomplete correlated continuous and binary outcomes in meta‐analysis of individual participant data
inferred← citeshttps://doi.org/10.1002/sim.9172openalex-snapshot
Multiple imputation of semi‐continuous exposure variables that are categorized for analysis
inferred← citeshttps://doi.org/10.1007/978-3-030-23756-1_40openalex-snapshot
Application of Multiple Imputation Using Fuzzy Archaeological Data
inferred← citeshttps://doi.org/10.1007/978-3-030-38164-6_5openalex-snapshot
Multiple Imputation: Application
inferred← citeshttps://doi.org/10.1007/978-3-030-38164-6_6openalex-snapshot
Multiple Imputation: New Developments
inferred← citeshttps://doi.org/10.1007/978-3-031-56318-8_24openalex-snapshot
Multiple Imputation of Incomplete Panel Data Based on a Piecewise Growth Curve Model: An Evaluation and Application to Juvenile Delinquency Data
inferred← citeshttps://doi.org/10.1007/978-981-10-3307-0_9openalex-snapshot
Hybrid Monte-Carlo in Multiple Missing Data Imputations with Application to a Bone Fracture Data
inferred← citeshttps://doi.org/10.1007/978-981-15-2810-1_51openalex-snapshot
Impact of Dimension and Sample Size on the Performance of Imputation Methods
inferred← citeshttps://doi.org/10.1007/s10182-011-0179-9openalex-snapshot
Efficient ways to impute incomplete panel data
inferred← citeshttps://doi.org/10.1007/s10198-008-0129-yopenalex-snapshot
Can we afford to ignore missing data in cost-effectiveness analyses?
inferred← citeshttps://doi.org/10.1007/s10198-015-0734-5openalex-snapshot
Multiple imputation strategies for zero-inflated cost data in economic evaluations: which method works best?
inferred← citeshttps://doi.org/10.1007/s11135-020-01030-5openalex-snapshot
The development of delinquency during adolescence: a comparison of missing data techniques revisited
inferred← citeshttps://doi.org/10.1007/s11136-014-0837-yopenalex-snapshot
Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index?
inferred← citeshttps://doi.org/10.1007/s11136-019-02327-1openalex-snapshot
PROMIS Global Health item nonresponse: is it better to impute missing item responses before computing T-scores?
inferred← citeshttps://doi.org/10.1007/s11695-019-04372-8openalex-snapshot
Clinical Relevance of Overvaluation of Shape and Weight Among Bariatric Surgery Candidates
inferred← citeshttps://doi.org/10.1007/s13198-026-03359-wopenalex-snapshot
Groundwater level data recovery: a comparative analysis of statistical and AI-driven imputation strategies
inferred← citeshttps://doi.org/10.1007/s40572-019-00230-yopenalex-snapshot
Multiple Imputation for Incomplete Data in Environmental Epidemiology Research
inferred← citeshttps://doi.org/10.1016/j.addbeh.2018.06.011openalex-snapshot
Trajectories of impulsivity by sex predict substance use and heavy drinking
inferred← citeshttps://doi.org/10.1016/j.ejor.2019.06.042openalex-snapshot
The case for the use of multiple imputation missing data methods in stochastic frontier analysis with illustration using English local highway data
inferred← citeshttps://doi.org/10.1016/j.foodqual.2019.03.014openalex-snapshot
Revisiting French tomato data: Cluster analysis with incomplete data
inferred← citeshttps://doi.org/10.1016/j.heliyon.2023.e17077openalex-snapshot
Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking
inferred← citeshttps://doi.org/10.1016/j.ijchp.2018.07.003openalex-snapshot
Polydrug use trajectories and differences in impulsivity among adolescents
inferred← citeshttps://doi.org/10.1016/j.jvir.2010.03.012openalex-snapshot
Uterine Artery Embolization versus Abdominal Myomectomy: A Long-term Clinical Outcome Comparison
inferred← citeshttps://doi.org/10.1016/j.urology.2019.05.062openalex-snapshot
Chemoradiation Vs Radical Cystectomy for Muscle-invasive Bladder Cancer: A Propensity Score-weighted Comparative Analysis Using the National Cancer Database
inferred← citeshttps://doi.org/10.1027/1614-2241/a000141openalex-snapshot
Multiple Imputation by Predictive Mean Matching When Sample Size Is Small
inferred← citeshttps://doi.org/10.1080/00273171.2025.2606868openalex-snapshot
Multiple Imputation of Missing Data in Moderated Factor Analysis
inferred← citeshttps://doi.org/10.1080/00949655.2018.1520854openalex-snapshot
Strategies for handling missing data in longitudinal studies with questionnaires
inferred← citeshttps://doi.org/10.1080/02664763.2016.1168370openalex-snapshot
Multiple imputation for ordinal longitudinal data with monotone missing data patterns
inferred← citeshttps://doi.org/10.1080/03610910802677191openalex-snapshot
On the Performance of Sequential Regression Multiple Imputation Methods with Non Normal Error Distributions
inferred← citeshttps://doi.org/10.1080/03610918.2014.911894openalex-snapshot
Multiple Imputation of Predictor Variables Using Generalized Additive Models
inferred← citeshttps://doi.org/10.1080/17474086.2023.2255747openalex-snapshot
Modifiable lifestyle risk factors and survival after diagnosis with multiple myeloma
inferred← citeshttps://doi.org/10.1093/aje/kwp425openalex-snapshot
Multiple Imputation for Missing Data: Fully Conditional Specification Versus Multivariate Normal Imputation
inferred← citeshttps://doi.org/10.1093/aje/kwu224openalex-snapshot
Multiple Imputation in a Longitudinal Cohort Study: A Case Study of Sensitivity to Imputation Methods
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa082openalex-snapshot
A cautionary tale on using imputation methods for inference in matched-pairs design
inferred← citeshttps://doi.org/10.1093/icesjms/fsaa180openalex-snapshot
Imputation of missing data from time-lapse cameras used in recreational fishing surveys
inferred← citeshttps://doi.org/10.1093/pan/mpu007openalex-snapshot
Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches
inferred← citeshttps://doi.org/10.1097/aud.0000000000001654openalex-snapshot
Investigating the Role of Working Patterns in Tinnitus: Results From a Large UK Population
inferred← citeshttps://doi.org/10.1101/2025.02.02.25321536openalex-snapshot
ImputeBench: Benchmarking Single Imputation Methods
inferred← citeshttps://doi.org/10.1111/1475-6773.12704openalex-snapshot
The HCUP SID Imputation Project: Improving Statistical Inferences for Health Disparities Research by Imputing Missing Race Data
inferred← citeshttps://doi.org/10.1111/j.1469-7610.2010.02316.xopenalex-snapshot
Closing the gap in academic readiness and achievement: the role of early childcare
inferred← citeshttps://doi.org/10.1111/j.1524-4733.2010.00711.xopenalex-snapshot
Cost–Utility Analysis of Topical Intranasal Steroids for Otitis Media with Effusion Based on Evidence from the GNOME Trial
inferred← citeshttps://doi.org/10.1111/j.1541-0420.2010.01538.xopenalex-snapshot
Multiple Imputation for Missing Values through Conditional Semiparametric Odds Ratio Models
inferred← citeshttps://doi.org/10.1111/rssa.12140openalex-snapshot
A Comparison of Multiple-Imputation Methods for Handling Missing Data in Repeated Measurements Observational Studies
inferred← citeshttps://doi.org/10.1111/stan.12009openalex-snapshot
Multiple imputation of incomplete zero‐inflated count data
inferred← citeshttps://doi.org/10.1111/stan.12023openalex-snapshot
Predictive mean matching imputation of semicontinuous variables
inferred← citeshttps://doi.org/10.1136/bmjopen-2011-000332openalex-snapshot
Rationing of total knee replacement: a cost-effectiveness analysis on a large trial data set
inferred← citeshttps://doi.org/10.1136/bmjopen-2022-065607openalex-snapshot
Practical guidance to handle missing values in the 25-question Geriatric Locomotive Function Scale (GLFS-25): a simulation study
inferred← citeshttps://doi.org/10.1136/ip.2007.017129openalex-snapshot
Clustered and missing data in the US National Trauma Data Bank: implications for analysis
inferred← citeshttps://doi.org/10.1161/circoutcomes.109.875658openalex-snapshot
Missing Data Analysis Using Multiple Imputation
inferred← citeshttps://doi.org/10.1177/0272989x13492203openalex-snapshot
Multiple Imputation Methods for Handling Missing Data in Cost-effectiveness Analyses That Use Data from Hierarchical Studies
inferred← citeshttps://doi.org/10.1177/0272989x17691771openalex-snapshot
Handling Protest Responses in Contingent Valuation Surveys
inferred← citeshttps://doi.org/10.1177/0962280208101273openalex-snapshot
Multiple imputation in a large-scale complex survey: a practical guide
inferred← citeshttps://doi.org/10.1177/0962280214531684openalex-snapshot
Comparison of models for analyzing two-group, cross-sectional data with a Gaussian outcome subject to a detection limit
inferred← citeshttps://doi.org/10.1177/1538192715597739openalex-snapshot
Impact of the Environment
inferred← citeshttps://doi.org/10.1186/1471-2288-10-112openalex-snapshot
Comparison of imputation methods for handling missing covariate data when fitting a Cox proportional hazards model: a resampling study
inferred← citeshttps://doi.org/10.1186/1471-2288-14-28openalex-snapshot
Joint modelling rationale for chained equations
inferred← citeshttps://doi.org/10.1186/1745-6215-9-51openalex-snapshot
A review of RCTs in four medical journals to assess the use of imputation to overcome missing data in quality of life outcomes
inferred← citeshttps://doi.org/10.1186/s12874-017-0372-yopenalex-snapshot
A comparison of multiple imputation methods for handling missing values in longitudinal data in the presence of a time-varying covariate with a non-linear association with time: a simulation study
inferred← citeshttps://doi.org/10.1186/s12874-018-0542-6openalex-snapshot
Multiple imputation for patient reported outcome measures in randomised controlled trials: advantages and disadvantages of imputing at the item, subscale or composite score level
inferred← citeshttps://doi.org/10.1186/s12874-021-01411-wopenalex-snapshot
COVID-19 impact on mental health
inferred← citeshttps://doi.org/10.1186/s12874-026-02984-0openalex-snapshot
Imputing longitudinal PROM data at the item and score level in clinical trials
inferred← citeshttps://doi.org/10.1200/jco.2016.67.3434openalex-snapshot
How Does Caregiver Well-Being Relate to Perceived Quality of Care in Patients With Cancer? Exploring Associations and Pathways
inferred← citeshttps://doi.org/10.1201/b11826-16openalex-snapshot
References
inferred← citeshttps://doi.org/10.1245/s10434-025-18490-4openalex-snapshot
Analysis of the Current Status of De Novo Metastatic Breast Cancer Surgery in China and the USA: A Multicenter Real-World Study
inferred← citeshttps://doi.org/10.12930/nacada-15-048openalex-snapshot
Frequency of First-Year Student Interactions With Advisors
inferred← citeshttps://doi.org/10.1302/0301-620x.95b4.29454openalex-snapshot
Five-year results of a randomised controlled trial comparing mobile and fixed bearings in total knee replacement
inferred← citeshttps://doi.org/10.13140/rg.2.1.2185.3927openalex-snapshot
Multiple Imputation of Incomplete Ordinary and Overdispersed Count Data
inferred← citeshttps://doi.org/10.1371/journal.pone.0301155openalex-snapshot
Look-alike modelling in violence-related research: A missing data approach
inferred← citeshttps://doi.org/10.1521/pedi_2015_29_210openalex-snapshot
Cost-Effectiveness of Short-Term Inpatient Psychotherapy Based on Transactional Analysis in Patients With Personality Disorder
inferred← citeshttps://doi.org/10.1590/s0102-311x2009000500021openalex-snapshot
Fatores de risco para diabetes mellitus gestacional na coorte de nascimentos de Pelotas, Rio Grande do Sul, Brasil, 2004
inferred← citeshttps://doi.org/10.18637/jss.v045.i03openalex-snapshot
mice: Multivariate Imputation by Chained Equations inR
inferred← citeshttps://doi.org/10.18778/0208-6018.339.05openalex-snapshot
Comparison of Selected Multiple Imputation Methods for Continuous Variables – Preliminary Simulation Study Results
inferred← citeshttps://doi.org/10.2106/jbjs.j.00725openalex-snapshot
Patellar Resurfacing in Total Knee Replacement: Five-Year Clinical and Economic Results of a Large Randomized Controlled Trial
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/10.3102/1076998616687084openalex-snapshot
Multiple Imputation Under Violated Distributional Assumptions: A Systematic Evaluation of the Assumed Robustness of Predictive Mean Matching
inferred← citeshttps://doi.org/10.3310/hta13370openalex-snapshot
A double-blind randomised placebo-controlled trial of topical intranasal corticosteroids in 4- to 11-year-old children with persistent bilateral otitis media with effusion in primary care
inferred← citeshttps://doi.org/10.3310/hta19780openalex-snapshot
A randomised controlled trial to assess the clinical effectiveness and cost-effectiveness of alternative treatments to Inhibit VEGF in Age-related choroidal Neovascularisation (IVAN)
inferred← citeshttps://doi.org/10.3389/fpsyg.2020.594675openalex-snapshot
Statements About the Pervasiveness of Behavior Require Data About the Pervasiveness of Behavior
inferred← citeshttps://doi.org/10.5334/jcaa.20openalex-snapshot
A Model-Based Statistical Classification Analysis for Karamattepe Arrowheads
inferred← citeshttps://doi.org/10.5705/ss.202017.0225openalex-snapshot
Classification and regression trees and forests for incomplete data from sample surveys
inferred← citeshttps://doi.org/10.5964/meth.2317openalex-snapshot
Quantile regression-based multiple imputation of missing values — An evaluation and application to corporal punishment data
inferred← citeshttps://doi.org/10.6084/m9.figshare.18393281openalex-snapshot
Additional file 1 of COVID-19 impact on mental health
inferred← citeshttps://doi.org/10.70675/0775ee00z03a2z40d8z88d9ze2b4cfe84f99openalex-snapshot
Traitement des données manquantes en épidémiologie : application de l’imputation multiple à des données de surveillance et d’enquêtes
inferred← citeshttps://doi.org/10.7282/t3cv4htmopenalex-snapshot
Trends in cancer and development of AIDS in HIV-infected individuals before and after implementation of highly active antiretroviral therapy
inferred← citeshttps://doi.org/10.7554/elife.58487openalex-snapshot
A stepped-wedge randomised trial on the impact of early ART initiation on HIV-patients’ economic outcomes in Eswatini
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.