Geert Molenberghs

Geert Molenberghs's AcademicInfluence.com Rankings

Geert Molenberghs

Mathematics

#4233

World Rank

#6055

Historical Rank

Statistics

#212

World Rank

#265

Historical Rank

Measure Theory

#321

World Rank

#487

Historical Rank

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Mathematics

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Geert Molenberghs's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Linear Mixed Models for Longitudinal Data (2001) (2474)
Applied Longitudinal Analysis (2005) (2042)
The prevention and treatment of missing data in clinical trials. (2012) (1495)
Models for Discrete Longitudinal Data (2005) (1397)
Random Effects Models for Longitudinal Data (2010) (889)
The dysphonia severity index: an objective measure of vocal quality based on a multiparameter approach. (2000) (532)
The validation of surrogate endpoints in meta-analyses of randomized experiments. (2000) (506)
Missing Data in Clinical Studies (2007) (466)
Analyzing incomplete longitudinal clinical trial data. (2004) (431)
Linear Mixed Models in Practice (1997) (428)
Criteria for the validation of surrogate endpoints in randomized experiments. (1998) (426)
Linear Mixed Models in Practice: A SAS-Oriented Approach (1997) (420)
Relation between tumour response to first-line chemotherapy and survival in advanced colorectal cancer: a meta-analysis (2000) (419)
Missing data methods in longitudinal studies: a review (2009) (361)
Marginal Modeling of Correlated Ordinal Data Using a Multivariate Plackett Distribution (1994) (297)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient antibiotic use in Europe (1997-2009). (2011) (282)
The analysis of designed experiments and longitudinal data by using smoothing splines - Discussion (1999) (274)
Longitudinal data analysis (2008) (248)
Assessing and interpreting treatment effects in longitudinal clinical trials with missing data (2003) (232)
The analysis of multivariate longitudinal data: A review (2014) (228)
The Use of Score Tests for Inference on Variance Components (2003) (226)
The analysis of longitudinal ordinal data with nonrandom drop-out (1997) (213)
Handbook of Missing Data Methodology (2019) (207)
Likelihood Ratio, Score, and Wald Tests in a Constrained Parameter Space (2007) (207)
Sensitivity Analysis for Nonrandom Dropout: A Local Influence Approach (2001) (205)
Every missingness not at random model has a missingness at random counterpart with equal fit (2008) (201)
Validation of surrogate end points in multiple randomized clinical trials with failure time end points (2001) (195)
High prevalence of foot diseases in Europe: results of the Achilles Project (2003) (190)
Likelihood Based Frequentist Inference When Data Are Missing at Random (1998) (189)
Perinatal outcome of 12,021 singleton and 3108 twin births after non-IVF-assisted reproduction: a cohort study. (2006) (186)
Parametric modelling of growth curve data: An overview (2001) (169)
Regression Models for Longitudinal Binary Responses with Informative Drop‐Outs (1995) (161)
Analyses of the short- and long-term graft survival after kidney transplantation in Europe between 1986 and 2015. (2018) (158)
A Family of Generalized Linear Models for Repeated Measures With Normal and Conjugate Random Effects (pp.188) (2010) (157)
Direct likelihood analysis versus simple forms of imputation for missing data in randomized clinical trials (2005) (154)
Transformation of non positive semidefinite correlation matrices (1993) (152)
Ignorance and uncertainty regions as inferential tools in a sensitivity analysis (2006) (152)
Evaluation of Surrogate Endpoints (2006) (151)
Strategies to fit pattern-mixture models. (2002) (150)
Heterogeneity of symptom pattern, psychosocial factors, and pathophysiological mechanisms in severe functional dyspepsia. (2003) (144)
Quantile Regression Methods for Longitudinal Data with Drop‐outs: Application to CD4 Cell Counts of Patients Infected with the Human Immunodeficiency Virus (1997) (144)
Linear Mixed Models (2011) (143)
The ER Stress Sensor PERK Coordinates ER-Plasma Membrane Contact Site Formation through Interaction with Filamin-A and F-Actin Remodeling. (2017) (138)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient penicillin use in Europe (1997-2009). (2011) (134)
Attitudes and stigma in relation to help-seeking intentions for psychological problems in low and high suicide rate regions (2014) (133)
Monotone missing data and pattern‐mixture models (1998) (130)
An extended random-effects approach to modeling repeated, overdispersed count data (2007) (130)
Topics in Modelling of Clustered Data (2002) (130)
Type I and Type II Error Under Random‐Effects Misspecification in Generalized Linear Mixed Models (2007) (129)
The impact of a misspecified random‐effects distribution on the estimation and the performance of inferential procedures in generalized linear mixed models (2008) (127)
Shared parameter models under random effects misspecification (2008) (127)
Choice of the primary analysis in longitudinal clinical trials (2004) (122)
Sensitivity analysis for incomplete contingency tables: the Slovenian plebiscite case (2001) (122)
Sexual dysfunction associated with protease inhibitor containing highly active antiretroviral treatment (2001) (120)
Assessing Response Profiles from Incomplete Longitudinal Clinical Trial Data Under Regulatory Considerations (2003) (117)
Statistical challenges in the evaluation of surrogate endpoints in randomized trials. (2002) (112)
Pattern‐mixture models with proper time dependence (2003) (112)
An application of maximum likelihood and generalized estimating equations to the analysis of ordinal data from a longitudinal study with cases missing at random. (1994) (112)
A review on linear mixed models for longitudinal data, possibly subject to dropout (2001) (110)
Pseudolikelihood Modeling of Multivariate Outcomes in Developmental Toxicology (1999) (110)
Multicollinearity in prognostic factor analyses using the EORTC QLQ‐C30: identification and impact on model selection (2002) (108)
A pairwise likelihood approach to estimation in multilevel probit models (2004) (108)
A Method for Evaluating Mode Effects in Mixed-mode Surveys (2010) (105)
Multivariate probit analysis: a neglected procedure in medical statistics. (1991) (98)
Ocular blood flow in glaucoma – the Leuven Eye Study (2016) (98)
Dynamic predictions with time‐dependent covariates in survival analysis using joint modeling and landmarking (2013) (97)
The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA (2004) (97)
Random-effects models for multivariate repeated measures (2007) (95)
Graphical Exploration of Gene Expression Data: A Comparative Study of Three Multivariate Methods (2003) (95)
In Utero Fine Particle Air Pollution and Placental Expression of Genes in the Brain-Derived Neurotrophic Factor Signaling Pathway: An ENVIRONAGE Birth Cohort Study (2015) (95)
Evaluation of surrogate endpoints in randomized experiments with mixed discrete and continuous outcomes (2001) (95)
Longitudinal Data Analysis. Handbooks of Modern Statistical Methods (2009) (94)
Applying Concepts of Generalizability Theory on Clinical Trial Data to Investigate Sources of Variation and Their Impact on Reliability (2005) (94)
Efficacy of daily intake of Lactobacillus casei Shirota on respiratory symptoms and influenza vaccination immune response: a randomized, double-blind, placebo-controlled trial in healthy elderly nursing home residents. (2012) (93)
Last Observation Carried Forward: A Crystal Ball? (2009) (90)
A Latent‐Class Mixture Model for Incomplete Longitudinal Gaussian Data (2008) (87)
The validation of surrogate end points by using data from randomized clinical trials: a case‐study in advanced colorectal cancer (2004) (85)
Risk factors for bovine herpesvirus-1 seropositivity. (2005) (84)
EVERY MISSING NOT AT RANDOM MODEL HAS GOT A MISSING AT RANDOM COUNTERPART WITH EQUAL FIT (2008) (84)
Identifying the types of missingness in quality of life data from clinical trials. (1998) (83)
A simulation study comparing weighted estimating equations with multiple imputation based estimating equations for longitudinal binary data (2008) (81)
Efficacy and Safety of Alirocumab 150 mg Every 4 Weeks in Patients With Hypercholesterolemia Not on Statin Therapy: The ODYSSEY CHOICE II Study (2016) (78)
Effects of soft drink and table beer consumption on insulin response in normal teenagers and carbohydrate drink in youngsters. (1999) (78)
Do diligent students perform better? Complex relations between student and course characteristics, study time, and academic performance in higher education (2014) (78)
Incomplete quality of life data in randomized trials: missing forms. (1998) (78)
Statistical evaluation of surrogate endpoints with examples from cancer clinical trials (2016) (78)
Marginal modelling of multivariate categorical data. (1999) (78)
Evaluation of Chromogenic Media for Detection of Methicillin-Resistant Staphylococcus aureus (2010) (77)
Parametric models for incomplete continuous and categorical longitudinal data (1999) (75)
The Shape of Correlation Matrices (1994) (74)
The Effective Sample Size and an Alternative Small-Sample Degrees-of-Freedom Method (2009) (73)
Applying linear mixed models to estimate reliability in clinical trial data with repeated measurements. (2004) (72)
Goodness-of-fit Tests for Ordinal Response Regression Models (1996) (72)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient quinolone use in Europe (1997-2009). (2011) (71)
The nature of sensitivity in monotone missing not at random models (2006) (70)
Multiple‐Imputation‐Based Residuals and Diagnostic Plots for Joint Models of Longitudinal and Survival Outcomes (2010) (69)
Repeated Measures (2011) (68)
GEE with Gaussian Estimation of the Correlations When Data Are Incomplete (2000) (68)
Surrogate Marker Evaluation from an Information Theory Perspective (2007) (68)
Analyzing Incomplete Discrete Longitudinal Clinical Trial Data (2006) (67)
Sensitivity analysis for incomplete categorical data (2001) (65)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient cephalosporin use in Europe (1997-2009). (2011) (64)
Selection models and pattern‐mixture models to analyse longitudinal quality of life data subject to drop‐out (2002) (64)
Prentice's Approach and the Meta‐Analytic Paradigm: A Reflection on the Role of Statistics in the Evaluation of Surrogate Endpoints (2004) (64)
Nonrandom Missingness in Categorical Data: Strengt hs and Limitations (1999) (64)
Model selection for incomplete and design‐based samples (2006) (63)
Generalized Estimating Equations (2010) (62)
Patterns of opportunistic infections in patients with HIV infection. (1996) (61)
Model Averaging Using Fractional Polynomials to Estimate a Safe Level of Exposure (2007) (61)
Modelling age‐dependent force of infection from prevalence data using fractional polynomials (2006) (61)
A perspective on surrogate endpoints in controlled clinical trials (2004) (61)
The gradient function as an exploratory goodness-of-fit assessment of the random-effects distribution in mixed models. (2013) (58)
On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: Sequential trials, random sample sizes, and missing data (2014) (57)
Obstetric and perinatal outcome of 1655 ICSI and 3974 IVF singleton and 1102 ICSI and 2901 IVF twin births: a comparative analysis. (2005) (57)
Tests for homogeneity of the risk difference when data are sparse. (1998) (57)
A unifying approach for surrogate marker validation based on Prentice's criteria (2006) (56)
A Local Influence Approach Applied to Binary Data from a Psychiatric Study (2003) (56)
Evidence for a substantial role of sharing of injecting paraphernalia other than syringes/needles to the spread of hepatitis C among injecting drug users (2006) (56)
Validation of Surrogate Endpoints in Multiple Randomized Clinical Trials with Discrete Outcomes (2002) (55)
A local influence approach to sensitivity analysis of incomplete longitudinal ordinal data (2001) (55)
An exponential family model for clustered multivariate binary data (1999) (53)
Missing data mechanisms and pattern-mixture models (1998) (52)
Summary measures and statistics in the analysis of quality of life data: an example from an EORTC-NCIC-SAKK locally advanced breast cancer study. (2000) (52)
Causal Inference in a Placebo-Controlled Clinical Trial with Binary Outcome and Ordered Compliance (1996) (51)
A Multiple-Imputation-Based Approach to Sensitivity Analyses and Effectiveness Assessments in Longitudinal Clinical Trials (2014) (51)
Influence analysis to assess sensitivity of the dropout process (2001) (49)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient macrolide, lincosamide and streptogramin (MLS) use in Europe (1997-2009). (2011) (49)
Forward Asteroseismic Modeling of Stars with a Convective Core from Gravity-mode Oscillations: Parameter Estimation and Stellar Model Selection (2018) (48)
European Surveillance of Antimicrobial Consumption (ESAC): outpatient use of tetracyclines, sulphonamides and trimethoprim, and other antibacterials in Europe (1997-2009). (2011) (48)
Tomato cultivar grouping based on firmness change, shelf life and variance during postharvest storage (2004) (46)
Regression modelling of weighted κ by using generalized estimating equations (2000) (45)
THE SURFACE NITROGEN ABUNDANCE OF A MASSIVE STAR IN RELATION TO ITS OSCILLATIONS, ROTATION, AND MAGNETIC FIELD (2013) (45)
On the relationship between the causal‐inference and meta‐analytic paradigms for the validation of surrogate endpoints (2015) (45)
Selection Models and Pattern‐Mixture Models for Incomplete Data with Covariates (1999) (44)
A structured approach to choosing estimands and estimators in longitudinal clinical trials (2012) (44)
The effects of foot disease on quality of life: results of the Achilles Project (2005) (43)
Estimating precision, repeatability, and reproducibility from Gaussian and non- Gaussian data: a mixed models approach (2010) (43)
The correlated and shared gamma frailty model for bivariate current status data: An illustration for cross‐sectional serological data (2009) (43)
Analysis of incomplete quality-of-life data in clinical trials (1998) (42)
Measuring trends of outpatient antibiotic use in Europe: jointly modelling longitudinal data in defined daily doses and packages. (2014) (42)
Analysis of incomplete data (2005) (42)
Choosing estimands in clinical trials with missing data (2017) (41)
A family of tests to detect misspecifications in the random-effects structure of generalized linear mixed models (2008) (41)
Analysis of clustered binary data with covariates specific to each observation (2002) (41)
Mixed models for multicategorical repeated response: modelling the time effect of physical treatments on strawberry sepal quality (2003) (41)
Pseudo-likelihood inference for clustered binary data (1997) (41)
Modeling actor and partner effects in dyadic data when outcomes are categorical. (2013) (41)
Missing Data: Turning Guidance Into Action (2013) (41)
Linear Mixed Models for Longitudinal Data (Paperback Edition) (2009) (41)
Simplified hierarchical linear models for the evaluation of surrogate endpoints (2003) (40)
Help-seeking, stigma and attitudes of people with and without a suicidal past. A comparison between a low and a high suicide rate country. (2015) (40)
Local multiple imputation (2002) (40)
Recent Developments in the Prevention and Treatment of Missing Data (2014) (39)
Belgian Covid-19 Mortality, Excess Deaths, Number of Deaths per Million, and Infection Fatality Rates (8 March - 9 May 2020) (2020) (39)
Comparison of the guaranteed analysis with the measured nutrient composition of commercial pet foods. (2009) (39)
Estimating the causal effect of compliance on binary outcome in randomized controlled trials. (1998) (38)
Maternal venous hemodynamics in gestational hypertension and preeclampsia (2014) (38)
The Milk Protein Trial: Influence Analysis of the Dropout Process (2000) (38)
GEE for longitudinal ordinal data: Comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN (2014) (37)
A Sensitivity Analysis for Shared‐Parameter Models for Incomplete Longitudinal Outcomes (2009) (37)
Perinatal outcome of ICSI pregnancies compared with a matched group of natural conception pregnancies in Flanders (Belgium): a cohort study. (2005) (37)
Evaluating Mode Effects in Mixed-Mode Survey Data Using Covariate Adjustment Models (2014) (37)
Maternal hepatic vein Doppler velocimetry during uncomplicated pregnancy and pre-eclampsia. (2009) (36)
Remote Monitoring of Hypertension Diseases in Pregnancy: A Pilot Study (2017) (36)
Evaluation of Molecular Assays for Rapid Detection of Methicillin-Resistant Staphylococcus aureus (2010) (36)
Testing for misspecification in generalized linear mixed models. (2010) (35)
Sensitivity Analysis of Continuous Incomplete Longitudinal Outcomes (2003) (35)
A mixed effects least squares support vector machine model for classification of longitudinal data (2012) (35)
Doppler Measurement of Renal Interlobar Vein Impedance Index in Uncomplicated and Preeclamptic Pregnancies (2009) (35)
Estimation and software (2004) (34)
Geographical differences in cancer incidence in the Belgian province of Limburg. (2003) (34)
Occurrence of both bladder and prostate cancer in five cancer registries in Belgium, The Netherlands and the United Kingdom. (2007) (34)
A review of electrocochleography: instrumentation settings and meta-analysis of criteria for diagnosis of endolymphatic hydrops. (1997) (34)
Type I error rates from likelihood‐based repeated measures analyses of incomplete longitudinal data (2004) (34)
Doubly Robust and Multiple-Imputation-Based Generalized Estimating Equations (2011) (34)
Vertical structure of herbaceous canopies: the importance of plant growth-form and species-specific traits (2004) (34)
MEANINGFUL STATISTICAL MODEL FORMULATIONS FOR REPEATED MEASURES (2004) (34)
Maternal renal interlobar vein impedance index is higher in early‐ than in late‐onset pre‐eclampsia (2010) (34)
Arbitrariness of models for augmented and coarse data, with emphasis on incomplete data and random effects models (2010) (33)
Nonlinear Models for Longitudinal Data (2009) (33)
A semiparametric method of multiple imputation (1998) (33)
THE STATISTICAL ANALYSIS OF CATEGORICAL DATA (3rd edn). (1996) (33)
Generalized shared-parameter models and missingness at random (2011) (32)
A high‐dimensional joint model for longitudinal outcomes of different nature (2008) (32)
Using a Box–Cox transformation in the analysis of longitudinal data with incomplete responses (2000) (32)
Shared‐Parameter Models (2007) (32)
Modelling forces of infection by using monotone local polynomials (2003) (32)
Asteroseismic masses, ages, and core properties of γ Doradus stars using gravito-inertial dipole modes and spectroscopy (2019) (32)
Two latent variable risk assessment approaches for mixed continuous and discrete outcomes from developmental toxicity data (2001) (31)
Design and analysis of clinical trials for small rare disease populations (2016) (31)
Validation of Surrogate Markers in Multiple Randomized Clinical Trials with Repeated Measurements: Canonical Correlation Approach (2004) (31)
Binary asteroseismic modelling: isochrone-cloud methodology and application toKeplergravity mode pulsators (2018) (31)
A generalized Poisson-gamma model for spatially overdispersed data. (2012) (31)
Joint models for longitudinal data: Introduction and overview (2008) (31)
Maternal body fluid composition in uncomplicated pregnancies and preeclampsia: a bioelectrical impedance analysis. (2016) (31)
An Exact Trend Test for Correlated Binary Data (2001) (31)
Analysing the composition of outpatient antibiotic use: a tutorial on compositional data analysis. (2011) (31)
The variable mass loss of the AGB star WX Piscium as traced by the CO J=1-0 through 7-6 lines and the dust emission (2007) (30)
Advances in longitudinal data analysis: An historical perspective (2008) (30)
Simple Fitting Algorithms for Incomplete Categorical Data (1997) (30)
Consumption of antibiotics in the community, European Union/European Economic Area, 1997–2017 (2021) (30)
Marginalized multilevel hurdle and zero‐inflated models for overdispersed and correlated count data with excess zeros (2014) (30)
Diagnosing misspecification of the random‐effects distribution in mixed models (2017) (30)
Validation of a longitudinally measured surrogate marker for a time-to-event endpoint (2003) (30)
Measurement agreement of the self-administered questionnaire of the Belgian Health Interview Survey: Paper-and-pencil versus web-based mode (2018) (30)
Analysis of clinical trial data using SAS: A practical guide (2005) (30)
Marginal correlation from an extended random-effects model for repeated and overdispersed counts (2011) (29)
Effect of dropouts in a longitudinal study: an application of a repeated ordinal model. (1996) (29)
Bias in Estimating Association Parameters for Longitudinal Binary Responses with Drop‐Outs (2001) (28)
The COVID-19 epidemic, its mortality, and the role of non-pharmaceutical interventions (2020) (28)
Choice of units of analysis and modeling strategies in multilevel hierarchical models (2004) (28)
Asteroseismic versus Gaia distances: A first comparison (2016) (27)
Conditional mixed models with crossed random effects. (2007) (27)
A combined overdispersed and marginalized multilevel model (2012) (27)
Marginal modelling of Correlated Ordinal Data using an n-way Plackett Distribution (1992) (27)
Impedance cardiography in uncomplicated pregnancy and pre-eclampsia: A reliability study (2012) (27)
Aligning Estimators With Estimands in Clinical Trials: Putting the ICH E9(R1) Guidelines Into Practice (2020) (26)
Establishing normative data for repeated cognitive assessment: A comparison of different statistical methods (2013) (26)
On using multiple imputation for exploratory factor analysis of incomplete data (2018) (26)
Venous Pulse Transit Time in Normal Pregnancy and Preeclampsia (2012) (26)
Handbooks of Modern Statistical Methods Longitudinal Data Analysis (2008) (26)
Statistical Validation of Surrogate Endpoints: Problems and Proposals (2000) (26)
Estimating negative variance components from Gaussian and non-Gaussian data: A mixed models approach (2011) (26)
A joint survival-longitudinal modelling approach for the dynamic prediction of rehospitalization in telemonitored chronic heart failure patients (2013) (26)
Spatial analysis of breast and cervical cancer incidence in small geographical areas in Cuba, 1999–2003 (2009) (26)
Characteristics of heart, arteries, and veins in low and high cardiac output preeclampsia. (2013) (25)
Validation of Surrogate Markers in Multiple Randomized Clinical Trials with Repeated Measurements (2003) (25)
Reliability of a Longitudinal Sequence of Scale Ratings (2009) (25)
Generalized reliability estimation using repeated measurements. (2006) (25)
Protective Estimation of Longitudinal Categorical Data With Nonrandom Dropout (1997) (25)
A note on a hierarchical interpretation for negative variance components (2011) (25)
Autoimmune diseases and cardiovascular risk: a population-based study on 19 autoimmune diseases and 12 cardiovascular diseases in 22 million individuals in the UK (2022) (25)
Maximum mass-loss rates of line-driven winds of massive stars: The effect of rotation and an application to eta Carinae (2004) (25)
Internal mixing of rotating stars inferred from dipole gravity modes (2021) (25)
Misspecifying the likelihood for clustered binary data (1998) (24)
Estimating Reliability and Generalizability from Hierarchical Biomedical Data (2007) (24)
INVESTIGATING THE CRITERION VALIDITY OF PSYCHIATRIC SYMPTOM SCALES USING SURROGATE MARKER VALIDATION METHODOLOGY (2002) (24)
Application of mixed-effects models to study the country-specific outpatient antibiotic use in Europe: a tutorial on longitudinal data analysis. (2011) (24)
Diurnal and position‐induced variability of impedance cardiography measurements in healthy subjects (2010) (24)
Estimands, Estimators and Sensitivity Analysis in Clinical Trials (2019) (24)
Choosing Estimands in Clinical Trials: Putting the ICH E9(R1) Into Practice (2020) (24)
Editorial: What to do with missing data? (2007) (24)
Research work of the Belgian Study Group on Voice Disorders 1996. Results. (1996) (24)
Description of the influence of age, period and cohort effects on cervical cancer mortality by loglinear Poisson models (Belgium, 1955-1994) (2002) (23)
A note on the comparison of pseudo-likelihood and generalized estimating equations for marginally specified odds ratio models with exchangeable association structure (1998) (23)
A Flexible Method to Measure Synchrony in Neuronal Firing (2008) (23)
Information-theory based surrogate marker evaluation from several randomized clinical trials with continuous true and binary surrogate endpoints (2007) (23)
A goodness-of-fit test for the random-effects distribution in mixed models (2017) (23)
Pseudo-likelihood methodology for partitioned large and complex samples (2011) (22)
An Introduction to (Generalized (Non)Linear Mixed Models (2004) (22)
A combined beta and normal random-effects model for repeated, overdispersed binary and binomial data (2012) (22)
Improved discrimination between normal‐tension and primary open‐angle glaucoma with advanced vascular examinations – the Leuven Eye Study (2018) (22)
Choosing Estimands in Clinical Trials: Putting the ICH E9(R1) Into Practice. (2019) (22)
Evaluating time to cancer recurrence as a surrogate marker for survival from an information theory perspective (2008) (22)
PSEUDO-LIKELIHOOD ESTIMATION FOR INCOMPLETE DATA (2011) (21)
Pesticides and mortality from hormone-dependent cancers (2001) (21)
A simple and fast alternative to the EM algorithm for incomplete categorical data and latent class models (2001) (21)
Prediction of survival and opportunistic infections in HIV‐infected patients: a comparison of imputation methods of incomplete CD4 counts (2002) (21)
Sensitivity Analyses (2019) (21)
Discussion of Diggle, P. and Kenward, M. G.: 'Informative drop-out in longitudinal data analysis' (1994) (21)
Pseudo-Likelihood for Combined Selection and Pattern-Mixture Models for Incomplete Data (1998) (20)
Stigma, Attitudes, and Help-Seeking Intentions for Psychological Problems in Relation to Regional Suicide Rates. (2016) (20)
A zero-inflated overdispersed hierarchical Poisson model (2014) (20)
Incomplete data: Introduction and overview (2008) (20)
On the Weibull-Gamma frailty model, its infinite moments, and its connection to generalized log-logistic, logistic, Cauchy, and extreme-value distributions (2011) (20)
A Method to Evaluate Mode Effects on the Mean and Variance of a Continuous Variable in Mixed‐Mode Surveys (2012) (20)
What Can Go Wrong With the Score Test? (2007) (20)
Maternal and peer attachment, identity formation, and non-suicidal self-injury: a longitudinal mediation study (2019) (20)
The use of health care services and psychotropic medication in a community sample of 9-year-old schoolchildren with ADHD (2007) (20)
Statistical models for analyzing repeated quality measurements of horticultural products. Model evaluations and practical example. (2003) (19)
Counterimmunoelectrophoresis with serum prediffusion: an improved method for the detection and identification of antibodies against extractable nuclear and cytoplasmic antigens. (1997) (19)
Formal and Informal Model Selection with Incomplete Data. (2008) (19)
Premature discontinuation during the UPLIFT study. (2011) (19)
A hierarchical modeling approach for risk assessment in developmental toxicity studies (2006) (19)
Aligning Estimators With Estimands in Clinical Trials: Putting the ICH E9(R1) Guidelines Into Practice. (2019) (19)
Contact patterns and their implied basic reproductive numbers: an illustration for varicella-zoster virus (2008) (19)
Missing data in the health interview survey 1997 in Belgium (1999) (18)
Incomplete hierarchical data (2007) (18)
Strategies for handling missing data in longitudinal studies with questionnaires (2018) (18)
Consumption of quinolones in the community, European Union/European Economic Area, 1997–2017 (2021) (18)
Mixed models approaches for joint modeling of different types of responses (2016) (18)
Maternal cardiovascular profiling in the first trimester of pregnancies complicated with gestation-induced hypertension or fetal growth retardation: a pilot study (2014) (18)
A protective estimator for longitudinal binary data subject to non‐ignorable non‐monotone missingness (2005) (18)
Clinical and immunological control of experimental autoimmune encephalomyelitis by tolerogenic dendritic cells loaded with MOG-encoding mRNA (2019) (18)
Interlobar Venous Flow Is Different between Left and Right Kidney in Uncomplicated Third Trimester Pregnancy (2007) (18)
Sensitivity Analysis for Pattern Mixture Models (2004) (18)
Lessons learned from IDeAl — 33 recommendations from the IDeAl-net about design and analysis of small population clinical trials (2018) (18)
A unified framework for the evaluation of surrogate endpoints in mental-health clinical trials (2010) (18)
NON-LINEAR INTEGRAL EQUATIONS TO APPROXIMATE BIVARIATE DENSITIES WITH GIVEN MARGINALS AND DEPENDENCE FUNCTION (1997) (17)
Investigation of the clustering effect in the Belgian Health Interview Survey 1997 (1998) (17)
Advances in Statistical Methods for the Health Sciences: Applications to Cancer and AIDS Studies, Genome Sequence Analysis, and Survival Analysis (2007) (17)
Marginal Correlation in Longitudinal Binary Data Based on Generalized Linear Mixed Models (2010) (17)
Use of fractional polynomials for dose-response modelling and quantitative risk assessment in developmental toxicity studies (2003) (17)
Person fit for test speededness: normal curvatures, likelihood ratio tests and empirical Bayes estimates (2010) (17)
The influence of municipal characteristics on the use of informal home care and home care services by the elderly Flemish. (2013) (17)
Time interval between maternal electrocardiogram and venous Doppler waves in normal pregnancy and preeclampsia: a pilot study. (2010) (16)
Model-Based Estimates of Long-Term Persistence of Induced HPV Antibodies: A Flexible Subject-Specific Approach (2013) (16)
A nonparametric approach to weighted estimating equations for regression analysis with missing covariates (2012) (16)
Linear Mixed Models and Missing Data (1997) (16)
A joint model for hierarchical continuous and zero-inflated overdispersed count data (2015) (16)
A quadratic bootstrap method and improved estimation in logistic regression (2003) (16)
Discussion of Diggle, P.,Farewell, D., and Henderson, R: Analysis of longitudinal data with drop-out:Objectives, assumptions, and a proposal (2007) (16)
Simulation-Based Study Comparing Multiple Imputation Methods for Non-Monotone Missing Ordinal Data in Longitudinal Settings (2015) (16)
A joint model for longitudinal continuous and time‐to‐event outcomes with direct marginal interpretation (2013) (16)
Book review of 'Andersen, E.B. (1994). The Statistical Analysis of Categorical Data (3rd edn). Springer-Verlag, Berlin.' (1996) (16)
Application of Semiparametric Mixed Models and Simultaneous Confidence Bands in a Cardiovascular Safety Experiment with Longitudinal Data (2008) (16)
The meta-analytic framework for the evaluation of surrogate endpoints in clinical trials (2008) (16)
Semi-parametric marginal models for hierarchical data and their corresponding full models (2010) (16)
A Simulation Study Comparing Multiple Imputation Methods for Incomplete Longitudinal Ordinal Data (2015) (16)
Behaviour of the likelihood ratio test statistic under a bahadur model for exchangeable binary data (1998) (16)
Predictors of oligoamenorrhea at 1-year follow-up in premenopausal women using a levonorgestrel-releasing intrauterine system. (2007) (16)
Screening for inter-hospital differences in cesarean section rates in low-risk deliveries using administrative data: An initiative to improve the quality of care (2008) (16)
Generalized pairwise comparison methods to analyze (non)prioritized composite endpoints (2019) (15)
Models for the association between ordinal variables (1998) (15)
A Local Influence Sensitivity Analysis for Incomplete Longitudinal Depression Data (2006) (15)
A joint marginalized multilevel model for longitudinal outcomes (2012) (15)
Incomplete Data in Clinical Studies: Analysis, Sensitivity, and Sensitivity Analysis (2009) (15)
A flexible joint modeling framework for longitudinal and time-to-event data with overdispersion (2016) (15)
A pattern-mixture odds ratio model for incomplete categorical data (1999) (15)
Community-acquired pneumonia (CAP) hospitalizations and deaths: is there a role for quality improvement through inter-hospital comparisons? (2016) (15)
A Measure for the Reliability of a Rating Scale Based on Longitudinal Clinical Trial Data (2007) (15)
Modeling overdispersed longitudinal binary data using a combined beta and normal random-effects model (2012) (15)
Estimation After a Group Sequential Trial (2015) (15)
Modeling combined continuous and ordinal outcomes in a clustered setting (2004) (15)
Surrogate end points: hopes and perils (2008) (15)
The impact of missing data on clinical trials: a re-analysis of a placebo controlled trial of Hypericum perforatum (St Johns wort) and sertraline in major depressive disorder (2014) (15)
Reproducibility and repeatability of maternal venous Doppler flow measurements in renal interlobar and hepatic veins (2010) (15)
Obtaining the Maximum Likelihood Estimates in Incomplete R C Contingency Tables Using a Poisson Generalized Linear Model (1998) (15)
A Unified Approach to Multi‐item Reliability (2010) (14)
Impact of a Short Period of Pre-Enrichment on Detection and Bacterial Loads of Methicillin-Resistant Staphylococcus aureus from Screening Specimens (2009) (14)
Discussion of Copas, J.B. and LI, H.G.: inference for non-random samples (1997) (14)
Iterative Multiple Imputation: A Framework to Determine the Number of Imputed Datasets (2020) (14)
Estimating stellar parameters from spectra using a hierarchical Bayesian approach (2007) (14)
Consumption of tetracyclines, sulphonamides and trimethoprim, and other antibacterials in the community, European Union/European Economic Area, 1997–2017 (2021) (14)
Kernel weighted influence measures (2005) (14)
Analysis of non‐ignorable missing and left‐censored longitudinal data using a weighted random effects tobit model (2011) (14)
Multiple imputation for ordinal longitudinal data with monotone missing data patterns (2017) (14)
Defining Efficacy Estimands in Clinical Trials: Examples Illustrating ICH E9(R1) Guidelines (2020) (14)
Likelihood misspecification and safe dose determination for clustered binary data (1997) (14)
Design-based analysis of surveys: a bovine herpesvirus 1 case study (2003) (13)
Recent developments and shortcomings in the analysis of individual asymmetry: a review and introduction of a Bayesian Statistical approach (2003) (13)
Pattern-mixture models (2004) (13)
Consumption of antibiotics in the community, European Union/European Economic Area, 1997–2017: data collection, management and analysis (2021) (13)
Past, Present, and Future of Statistical Science (2014) (13)
Analysing longitudinal continuous quality of life data with dropout (2002) (13)
An information-theoretic approach to surrogate-marker evaluation with failure time endpoints (2011) (13)
Missing data perspectives of the fluvoxamine data set: a review. (1999) (13)
Reduction of the maximum mass-loss rate of OH/IR stars due to unnoticed binary interaction (2019) (13)
Can COVID-19 symptoms as reported in a large-scale online survey be used to optimise spatial predictions of COVID-19 incidence risk in Belgium? (2020) (13)
Combined Models for Data from In Vitro–In Vivo Correlation Experiments (2008) (13)
Local influence diagnostics for generalized linear mixed models with overdispersion (2017) (13)
Long-term epidemiology of bacterial susceptibility profiles in adults suffering from febrile neutropenia with hematologic malignancy after antibiotic change (2010) (13)
Infectious diseases epidemiology, quantitative methodology, and clinical research in the midst of the COVID-19 pandemic: Perspective from a European country (2020) (13)
A Model for Longitudinal Data (2000) (13)
Comparing MCMC and INLA for disease mapping with Bayesian hierarchical models (2015) (13)
Protocol of a randomized, double-blind, placebo-controlled, parallel-group, multicentre study of the efficacy and safety of nicotinamide in patients with Friedreich ataxia (NICOFA) (2019) (12)
A Marginalized Model for Zero-Inflated, Overdispersed, and Correlated Count Data (2013) (12)
Modeling Partially Incomplete Marital Satisfaction Data (2006) (12)
Methods for analyzing multivariate binary data, with association between outcomes of interest. (1996) (12)
Repeated‐measures models to evaluate a hepatitis B vaccination programme (2001) (12)
Modelling long‐term persistence of hepatitis B antibodies after vaccination (1999) (12)
Using earlier measures in a longitudinal sequence as a potential surrogate for a later one (2010) (12)
Functionally Unidimensional Item Response Models for Multivariate Binary Data (2013) (12)
Estimating the reliability of repeatedly measured endpoints based on linear mixed‐effects models. A tutorial (2016) (12)
A combined gamma frailty and normal random-effects model for repeated, overdispersed time-to-event data (2015) (12)
Quality appraisal of antibiotic consumption in the community, European Union/European Economic Area, 2009 and 2017 (2021) (12)
Flexible surrogate marker evaluation from several randomized clinical trials with continuous endpoints, using R and SAS (2007) (11)
The Relation Between Aggression and the Living Group Climate in a Forensic Treatment Unit for Adolescents: A Pilot Study (2017) (11)
Efficient Estimation of the Intraclass Correlation for a Binary Trait (1996) (11)
Using longitudinal data from a clinical trial in depression to assess the reliability of its outcome scales. (2009) (11)
Modelling bivariate ordinal responses smoothly with examples from ophthalmology and genetics (2001) (11)
Establishing normative data for multi-trial memory tests: the multivariate regression-based approach (2017) (11)
Consumption of cephalosporins in the community, European Union/European Economic Area, 1997–2017 (2021) (11)
Reliability measures in item response theory: manifest versus latent correlation functions. (2015) (11)
Model-based estimates of long-term persistence of vaccine-induced hepatitis A antibodies (2000) (11)
The history of surrogate endpoint validation (2005) (11)
On the Connections Between Bridge Distributions, Marginalized Multilevel Models, and Generalized Linear Mixed Models (2013) (11)
Prostate-specific antigen screening coverage and prostate cancer incidence rates in the Belgian province of Limburg in 1996–1998 (2002) (11)
Discussion of Likelihood Inference for Models with Unobservables: Another View (2010) (11)
Validation of biomarkers as surrogates for clinical endpoints (2003) (11)
Consumption of penicillins in the community, European Union/European Economic Area, 1997–2017 (2021) (11)
Consumption of macrolides, lincosamides and streptogramins in the community, European Union/European Economic Area, 1997–2017 (2021) (11)
Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules. (2016) (10)
Discussion of Davidian,M.,Tsiatis,A.A.,and Leon,S.:Semiparametric estimation of treatment effect in a pretest-posttest study with missing data (2005) (10)
Is there a correlation between maternal venous hemodynamic dysfunction and proteinuria of preeclampsia? (2014) (10)
The time of “guessing” your failure time distribution is over! (1998) (10)
Estimating stellar parameters from spectra I. Goodness-of-fit parameters and lack-of-fit test (2004) (10)
Estimation of the Force of Infection from Current Status Data Using Generalized Linear Mixed Models (2007) (10)
Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros (2016) (10)
A characterization of missingness at random in a generalized shared‐parameter joint modeling framework for longitudinal and time‐to‐event data, and sensitivity analysis (2014) (10)
A comparison of various software tools for dealing with missing data via imputation (2011) (10)
Bayesian testing for trend in a power model for clustered binary data (2004) (10)
Pseudo‐likelihood estimation for a marginal multivariate survival model (2004) (10)
In praise of sparsity and convexity (2014) (10)
An information‐theoretic approach for the evaluation of surrogate endpoints based on causal inference (2016) (10)
Covariate Adjustment for Logistic Regression Analysis of Binary Clinical Trial Data (2017) (10)
Analysis of incomplete public health data. (1999) (10)
Combined Continuous and Discrete Outcomes (2002) (10)
Information Theory–Based Surrogate Marker Evaluation from Several Randomized Clinical Trials with Binary Endpoints, Using SAS (2008) (10)
Ignoring overdispersion in hierarchical loglinear models: Possible problems and solutions (2012) (10)
Sample substitution can be an acceptable data-collection strategy: the case of the Belgian Health Interview Survey (2017) (9)
Evaluation of six months sputum culture conversion as a surrogate endpoint in a multidrug resistant-tuberculosis trial (2018) (9)
A hierarchical Bayesian approach for the analysis of longitudinal count data with overdispersion: A simulation study (2013) (9)
Multinomial additive hazard model to assess the disability burden using cross‐sectional data (2017) (9)
Flexible modelling of neuron firing rates across different experimental conditions: an application to neural activity in the prefrontal cortex during a discrimination task (2006) (9)
Analysis of cross‐over designs with serial correlation within periods using semi‐parametric mixed models (2008) (9)
Unbiasedness and efficiency of non-parametric and UMVUE estimators of the probabilistic index and related statistics (2020) (9)
A flexible marginal modelling strategy for non‐monotone missing data (2008) (9)
Inferential Implications of Over‐Parametrization: A Case Study in Incomplete Categorical Data (2011) (9)
Modelling associations between time‐to‐event responses in pilot cancer clinical trials using a Plackett–Dale model (2004) (9)
Alternative methods to evaluate trial level surrogacy (2008) (9)
Rejoinder to “A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models” (2010) (9)
Exploring the relationship between the causal‐inference and meta‐analytic paradigms for the evaluation of surrogate endpoints (2016) (9)
Different methods for handling incomplete longitudinal binary outcome due to missing at random dropout (2015) (9)
To adjust or not to adjust for baseline when analyzing repeated binary responses? The case of complete data when treatment comparison at study end is of interest (2015) (9)
Clustering multiply imputed multivariate high‐dimensional longitudinal profiles (2017) (9)
Analysis of Multiple Ordinal Outcomes in Developmental Toxicity Studies (1996) (9)
Analysis of an incomplete binary outcome derived from frequently recorded longitudinal continuous data: application to daily pain evaluation (2012) (9)
Detection of gravity modes in the massive binary V380 Cyg from Kepler space-based photometry and high-resolution spectroscopy (2012) (9)
Longitudinal and incomplete clinical studies (2005) (9)
Local Influence for the Linear Mixed Model (2000) (9)
Negative variance components for non-negative hierarchical data with correlation, over-, and/or underdispersion (2017) (8)
Defining Efficacy Estimands in Clinical Trials: Examples Illustrating ICH E9(R1) Guidelines. (2019) (8)
A weighted combination of pseudo‐likelihood estimators for longitudinal binary data subject to non‐ignorable non‐monotone missingness (2010) (8)
A Bayesian, Generalized Frailty Model for Comet Assays (2013) (8)
Joint modeling of hierarchically clustered and overdispersed non‐gaussian continuous outcomes for comet assay data (2012) (8)
Do inter-hospital comparisons of in-hospital, acute myocardial infarction case-fatality rates serve the purpose of fostering quality improvement? An evaluative study (2010) (8)
Comparison of risks of cardiovascular events in the elderly using standard survival analysis and multiple-events and recurrent-events methods (2015) (8)
Fitting Linear Mixed Models with SAS (2000) (8)
An evaluation of the trimmed mean approach in clinical trials with dropout (2018) (8)
Psychometric properties and comparison of different techniques for factor analysis on the Big Five Inventory from a Flemish sample (2017) (8)
Fast and optimal algorithm for case-control matching using registry data: application on the antibiotics use of colorectal cancer patients (2021) (8)
Biometry, Biometrics, Biostatistics, Bioinformatics, … , Bio‐X (2005) (8)
Analysing the trend over time of antibiotic consumption in the community: a tutorial on the detection of common change-points (2021) (8)
Enriched-Data Problems and Essential Non-Identifiability (2012) (8)
Statistical Methods for Developmental Toxicity: Analysis of Clustered Multivariate Binary Data (1999) (8)
A Bivariate Pseudolikelihood for Incomplete Longitudinal Binary Data with Nonignorable Nonmonotone Missingness (2011) (8)
Hepatitis B in St Petersburg, Russia (1994–1999): incidence, prevalence and force of infection (2003) (8)
Non-linear Models for Longitudinal Data. (2009) (8)
Fast, closed-form, and efficient estimators for hierarchical models with AR(1) covariance and unequal cluster sizes (2018) (8)
Modeling Through Latent Variables (2017) (7)
A model for overdispersed hierarchical ordinal data (2014) (7)
Statistical software for calculating properly weighted estimates from Health Interview Survey Data (2003) (7)
Oncology clinical trials (2013) (7)
Thyroid Cancer Incidence around the Belgian Nuclear Sites, 2000–2014 (2017) (7)
Univariate Versus Multivariate Surrogates in the Single-Trial Setting (2019) (7)
A HIERARCHICAL BINOMIAL-POISSON MODEL FOR THE ANALYSIS OF A CROSSOVER DESIGN FOR CORRELATED BINARY DATA WHEN THE NUMBER OF TRIALS IS DOSE-DEPENDENT (2005) (7)
The Combined Model: A Tool for Simulating Correlated Counts with Overdispersion (2016) (7)
COVID-19 mortality, excess mortality, deaths per million and infection fatality ratio, Belgium, 9 March 2020 to 28 June 2020 (2022) (7)
Teaching Statistical Thinking to Life Scientists a Case-Based Approach (2006) (7)
A family of measures to evaluate scale reliability in a longitudinal setting (2009) (7)
A clustering algorithm for multivariate longitudinal data (2016) (7)
Overweight, obesity and beer consumption. Alcohol drinking habits in Belgium and body mass index. (2001) (7)
Multilevel modeling of complex survey data (2002) (7)
Inference for the Marginal Model (2000) (7)
A multifaceted sensitivity analysis of the Slovenian public opinion survey data (2009) (7)
Likelihood and quasi-likelihood based methods for analysing multivariate categorical data, with the association between outcomes of interest (1996) (7)
Multivariate Clustered Data Analysis in Developmental Toxicity Studies (2001) (6)
Quantifying intraclass correlations for count and time‐to‐event data (2016) (6)
A Latent Pharmacokinetic Time Profile to Model Dose-Response Survival Data (2010) (6)
Pattern-mixture models for categorical outcomes with non-monotone missingness (2010) (6)
Psychotropic drug classification based on sleep–wake behaviour of rats (2007) (6)
Likelihood‐Based Frequentist Inference (2007) (6)
Data Representativeness: Issues and Solutions (2015) (6)
Estimation of the Marginal Model (2000) (6)
Change-points in antibiotic consumption in the community, European Union/European Economic Area, 1997–2017 (2021) (6)
A local‐influence‐based diagnostic approach to a speeded item response theory model (2006) (6)
Shared-parameter models and missingness at random (2008) (6)
Unbalanced cluster sizes and rates of convergence in mixed-effects models for clustered data (2016) (6)
Comparison of Additive and Multiplicative Bayesian Models for Longitudinal Count Data with Overdispersion Parameters: A Simulation Study (2015) (6)
Implementation of pattern‐mixture models in randomized clinical trials (2016) (6)
A SAS Program Combining R Functionalities to Implement Pattern-Mixture Models (2015) (6)
Clusters with unequal size: maximum likelihood versus weighted estimation in large samples (2018) (6)
Litter-based methods in developmental toxicity risk assessment (2004) (6)
Adaptive change-point mixed models applied to data on outpatient tetracycline use in Europe (2013) (6)
Re: A model to select chemotherapy regimens for phase III trials for extensive-stage small-cell lung cancer. (2001) (6)
Closing schools for SARS-CoV-2: a pragmatic rapid recommendation (2021) (6)
A linear mixed model to estimate COVID‐19‐induced excess mortality (2021) (6)
Sensitivity analysis of longitudinal binary quality of life data with drop‐out: an example using the EORTC QLQ‐C30 (2001) (6)
Protective estimator for linear regression with nonignorably missing Gaussian outcomes (2004) (5)
A sensitivity analysis of two multivariate response models (1994) (5)
Coping With Memory Effect and Serial Correlation When Estimating Reliability in a Longitudinal Framework (2010) (5)
A permutational-splitting sample procedure to quantify expert opinion on clusters of chemical compounds using high-dimensional data (2015) (5)
An interpretation of radial basis function networks as zero-mean Gaussian process emulators in cluster space (2020) (5)
Comparing onset of antidepressant action using a repeated measures approach and a traditional assessment schedule (2006) (5)
Report of the Editors – 2007 (2008) (5)
Uncertainty of measurement for competitive and indirect ELISAs. (2007) (5)
Inference for the Random Effects (2000) (5)
Generalized Linear Mixed Models - Overview (2013) (5)
A Comparison of Doubly Hierarchical Discriminant Analyses for Multiple Class Longitudinal Data from EEG Experiments (2008) (5)
Rejoinder on: Missing data methods in longitudinal studies: a review (2009) (5)
Adjusting for Baseline on the Analysis of Repeated Binary Responses With Missing Data (2015) (5)
Registration of aggressive incidents in an adolescent forensic psychiatric unit and implications for further practice (2014) (5)
Sense and sensitivity when intended data are missing. (1999) (5)
Estimating stellar‐oscillation‐related parameters and their uncertainties with the moment method (2005) (5)
A SAS-Macro for Linear Mixed Models with Finite Normal Mixtures as Random-Effects Distribution, (2002) (5)
MCMC-based estimation methods for continuous longitudinal data with non-random (non)-monotone missingness (2011) (5)
Testing for bias in weighted estimating equations. (2001) (5)
Fast and highly efficient pseudo-likelihood methodology for large and complex ordinal data (2017) (5)
Clusters with random size: maximum likelihood versus weighted estimation (2018) (5)
Dynamic manganese-enhanced MRI signal intensity processing based on nonlinear mixed modeling to study changes in neuronal activity (2005) (5)
Validating predictors of therapeutic success: A causal inference approach (2015) (4)
Generalizability in NonGaussian Longitudinal Clinical Trial Data Based on Generalized Linear Mixed Models (2008) (4)
A Multilevel Model for Hierarchical, Repeated, and Overdispersed Time-to-Event Outcomes and Its Estimation Strategies (2013) (4)
A new modeling approach for quantifying expert opinion in the drug discovery process (2015) (4)
The Direct Likelihood Method (2007) (4)
A statistical data-processing methodology of Py–GC/MS data for the simulation of flash co-pyrolysis reactor experiments (2012) (4)
A Tutorial on the Practical Use and Implication of Complete Sufficient Statistics (2018) (4)
Impact of a short pre-enrichment on detection and bacterial loads of methicillin-resistant staphylococcus aureaus\/ from screening specimens (2009) (4)
On the sample mean after a group sequential trial (2017) (4)
A frequentist approach to estimating the force of infection for a respiratory disease using repeated measurement data from a birth cohort (2011) (4)
Evaluation of a Very Short Test to Measure the Big Five Personality Factors on a Flemish Sample (2017) (4)
Surrogate endpoints: application in pediatric clinical trials (2013) (4)
Potential impact of reduced tobacco use on life and health expectancies in Belgium (2019) (4)
Identifying predictive biomarkers of CIMAvaxEGF success in non–small cell lung cancer patients (2019) (4)
Local influence diagnostics for incomplete overdispersed longitudinal counts (2016) (4)
Mortality statistics in Belgium 1980-1997 Quality of coding (2005) (4)
Confirmed COVID-19 Cases per Economic Activity during Autumn Wave in Belgium (2021) (4)
Marginal Correlation from Logit- and Probit-Beta-Normal Models for Hierarchical Binary Data (2014) (4)
A Portfolio-Based Approach to Optimize Proof-of-Concept Clinical Trials (2012) (4)
The Heterogeneity Model (2000) (4)
Changing strategies in the organization of the Belgian Health Interview Survey 2001 (2002) (4)
Genomic Biomarkers for Depression: Feature-Specific and Joint Biomarkers (2010) (4)
A review of generalized linear mixed models (2002) (4)
Approaches to Handling Incomplete Data in Family‐based Association Testing (2007) (4)
Thyroid cancer incidence near nuclear sites in Belgium: An ecological study at small geographical level (2019) (4)
A spatial model to optimise predictions of COVID-19 incidence risk in Belgium using symptoms as reported in a large-scale online survey (2020) (4)
Hierarchical models with normal and conjugate random effects: a review (invited article) (2017) (4)
Optimization of Simple Sphygmomanometric Blood Pressure Measurement in Routine Prenatal Care (2017) (4)
Type‐specific orthostatic hemodynamic response of hypertensive diseases in pregnancy (2015) (4)
A novel approach to estimation of the time to biomarker threshold: applications to HIV (2016) (4)
A Weibull-count approach for handling under- and overdispersed longitudinal/clustered data structures (2018) (3)
Microbial Performance of Food Safety Control and Assurance Activities in a Fresh Produce Processing Sector Measured Using a Microbial Assessment Scheme and Statistical Modeling. (2017) (3)
A Marginalized Combined Gamma Frailty and Normal Random-effects Model for Repeated, Overdispersed, Time-to-event Outcomes (2014) (3)
MODELING ANTI-KLH ELISA DATA USING TWO-STAGE AND MIXED EFFECTS MODELS IN SUPPORT OF IMMUNOTOXICOLOGICAL STUDIES (2005) (3)
Pseudo-likelihood inference (2002) (3)
Cross nearest-spike interval based method to measure synchrony dynamics. (2013) (3)
Parametric overdispersed frailty models for current status data (2017) (3)
Terminology and Framework (2007) (3)
Generating random correlation matrices with fixed values: An application to the evaluation of multivariate surrogate endpoints (2020) (3)
Including Information on the Therapeutic Window in Bioequivalence Acceptance (2008) (3)
Random effects models for longitudinal data Link (2017) (3)
Modeling Forces of Infection Using Monotone Local Polynomials (2003) (3)
Statistical Emulation Applied to a Very Large Data Set Generated by an Agent-based Model (2015) (3)
A closed-form estimator for meta-analysis and surrogate markers evaluation (2018) (3)
Impact of selection bias on the evaluation of clusters of chemical compounds in the drug discovery process (2015) (3)
Snapshot of Statistical Methods Used in Geriatric Cohort Studies: How Do We Treat Missing Data in Publications? (2013) (3)
Center of Generic Division Algebras (1989) (3)
Biometry and biometrics (2006) (3)
Fast precision estimation in high‐dimensional multivariate joint models (2017) (3)
Pseudo-likelihood Methods for the Analysis of Longitudinal Binary Data Subject to Nonignorable Non-monotone Missingness (2021) (3)
Modeling Considerations (2019) (3)
Premature discontinuation during the Understanding the Potential Long-term Impacts on Function with Tiotropium (UPLIFT) study: significance to efficacy results (2011) (3)
Modeling overdispersed longitudinal binary data from the Jimma longitudinal studies using a combined beta and normal random-effects model (2012) (3)
A Bivariate Pseudo-Likelihood for Incomplete Longitudinal Binary Data with Nonignorable Non-monotone Missingness (2011) (3)
Graduate Education in Statistics and Data Science: The Why, When, Where, Who, and What (2021) (3)
The analysis of multivariate longitudinal data: A review (2017) (3)
Comment on "Sexual maturation in relation to polychlorinated aromatic hydrocarbons: Sharpe and Skakkebaek's hypothesis revisited". (2003) (3)
Modelling Combined Continuous and Ordinal Outcomes from Developmental Toxicity Studies (2012) (3)
Second-order generalized estimating equations for correlated count data (2016) (3)
Biomarker‑based surrogate endpoints (2015) (3)
Statistical methodology in biometry (2007) (3)
An equivalence test for comparing DNA sequences (2005) (3)
A taxonomy of mixing and outcome distributions based on conjugacy and bridging (2016) (3)
Joint modelling of longitudinal response and time-to-event data using conditional distributions: a Bayesian perspective (2021) (3)
Issues in Modeling Clustered Data (2002) (3)
Combining Factors from Different Factor Analyses Based on Factor Congruence (2017) (3)
A SAS macro to disentangle mode effects on proportions and the mean of a categorical variable in an extended mixed-mode dataset (2010) (3)
The COVID-19 wave in Belgium during the Fall of 2020 and its association with higher education (2022) (3)
Does pharmacotherapy reduce the rate of decline of lung function in COPD? (2009) (3)
Evaluation of Overall Treatment Effect in MMRM (2013) (3)
A Meta-analytic Validation Framework for Continuous Outcomes (2005) (3)
Investigating Association Between Behavior, Corticosterone, Heart Rate, and Blood Pressure in Rats Using Surrogate Marker Evaluation Methodology (2009) (3)
Selection and evaluation of gene-specific biomarkers in preclinical and clinical microarray experiments (2010) (3)
Latent class analysis of persistent disturbing behaviour patients by using longitudinal profiles (2010) (3)
On the relationship between association and surrogacy when both the surrogate and true endpoint are binary outcomes (2020) (3)
Modelling multivariate, overdispersed binomial data with additive and multiplicative random effects (2014) (3)
Validation of 3D power Doppler and VOCAL software in the sonographic assessment of hepatic venous flow (2013) (3)
Titrating Theileria parva: single stocks against combination of stocks. (2008) (3)
A marginalized combined model for repeated, overdispersed time-to-event outcomes (2013) (3)
AngioOCT peripapillary microvascular density outperforms standard OCT parameters as a discriminant between different glaucoma severity levels – The Leuven Eye Study (2018) (3)
Analysis of the Age‐Related Macular Degeneration (2007) (3)
The changing landscape of data monitoring committees—Perspectives from regulators, members, and sponsors (2018) (3)
Retraction. A frequentist approach to estimating the force of infection and the recovery rate for a respiratory disease among infants in coastal Kenya. (2011) (3)
Integrated nested Laplace approximation for the analysis of count data via the combined model: A simulation study (2019) (3)
Double hierarchical generalized linear models - Discussion (2006) (3)
Geographical variation of COVID-19 vaccination coverage, ethnic diversity and population composition in Flanders (2022) (3)
A generalization of inverse distance weighting and an equivalence relationship to noise-free Gaussian process interpolation via Riesz representation theorem (2018) (3)
Application of Statistical Emulation to an Agent-Based Model: Assortative Mating and the Reversal of Gender Inequality in Education in Belgium (2015) (3)
The Choice of Units (2005) (3)
Editorial “Joint modeling of longitudinal and time‐to‐event data and beyond” (2017) (2)
The behavior of the likelihood ratio test for testing missingness (2003) (2)
A maximum entropy approach for the evaluation of surrogate endpoints based on causal inference (2018) (2)
Mechanism for missing data incorporated in joint modelling of ordinal responses (2017) (2)
University of Pennsylvania 11th annual conference on statistical issues in clinical trials: Estimands, missing data and sensitivity analysis (morning panel session) (2019) (2)
A hierarchical Bayesian approach for the evaluation of surrogate endpoints in multiple randomized clinical trials (2003) (2)
Age‐related changes in the fractal dimension of the retinal microvasculature, effects of cardiovascular risk factors and smoking behaviour (2021) (2)
Extending Gaussian process emulation using cluster analysis and artificial neural networks to fit big training sets (2018) (2)
Statistical Evaluation of Surrogate Endpoints in Clinical Studies (2014) (2)
Prevalence and associated risk factors of HIV infections in a representative transgender and non-binary population in Flanders and Brussels (Belgium): Protocol for a community-based, cross-sectional study using time-location sampling (2022) (2)
Presidential Address: XXII International Biometric Conference, Cairns, Australia, July 2004: Biometry, biometrics, biostatistics, bioinformatics, \dots Bio-X (2005) (2)
Double generalized linear model for tissue culture proportion data: a Bayesian perspective (2011) (2)
Flexible estimation of serial correlation in nonlinear mixed models (2010) (2)
On using multiple imputation for exploratory factor analysis of incomplete data (2018) (2)
Slow Digital Art History in Action: Project Cornelia’s Computational Approach to Seventeenth-century Flemish Creative Communities (2019) (2)
Report of the Editors—2008 (2009) (2)
Simple methods for the analysis of multivariate and longitudinal categorical data (1999) (2)
Calculating the Appropriate Information Matrix for Log-linear Models When Data Are Missing at Random (1997) (2)
Weighted Estimating Equations (2007) (2)
Longitudinal and incomplete clinical studies (with discussion) (2005) (2)
Sensitivity analysis for incomplete data (2008) (2)
Updating ‘Perceptions and opinions on the COVID-19 pandemic in Flanders, Belgium’ with data of two additional waves of a longitudinal study (2022) (2)
Supplementary materials to: A Modified Tucker’s Congruence Coefficient for Factor Matching (2020) (2)
Differences in Reproductive Characteristics Among Field Populations of Polycelis tenuis (Platyhelminthes) in a Metal Contaminated Stream (1999) (2)
Author Correction: Reduction of the maximum mass-loss rate of OH/IR stars due to unnoticed binary interaction (2019) (2)
Corrigendum: A multifaceted sensitivity analysis of the Slovenian public opinion survey data (2009) (2)
Introducing the Multivariate Dale Model in Population‐Based Genetic Association Studies (2004) (2)
The impact of incomplete data on quantile regression for longitudinal data (2020) (2)
A causal-inference approach for the validation of surrogate endpoints based on information theory and sensitivity analysis (2016) (2)
Approximate Central Limit Theorems (2016) (2)
Comparison of the guaranteed analysis with the measured nutrient composition of commercial pet foods (2009) (2)
Application of Penalized Splines in Analyzing Neuronal Data (2009) (2)
Bayesian Change-point Mixed Models Applied to Data on Outpatient Antibiotic Use in Europe (2011) (2)
Generalized pairwise comparisons for censored data: An overview (2022) (2)
Estimating efficacy in placebo-controlled clinical trials with ordered non-compliance (1996) (2)
Pseudo-likelihood estimation (2002) (2)
Clinical Trials in the Genomic Era (2014) (2)
Detecting influential observations in a model-based cluster analysis (2018) (2)
A Bayesian approach to analyse overdispersed longitudinal count data (2016) (2)
On the bias caused by interim analyses (2017) (2)
Discussion Contribution to 091037PR4 (Ghosh, Taylor, and Sargent) (2012) (2)
An efficient algorithm to assess multivariate surrogate endpoints in a causal inference framework (2022) (2)
A joint marginalized multilevel model for longitudinal (2012) (2)
Using word frequencies for testing the equivalence between two DNA sequences (2002) (2)
A modified tucker’s congruence coefficient for factor matching (2020) (2)
Assessing neural activity related to decision‐making through flexible odds ratio curves and their derivatives (2011) (2)
Missing Data in Clinical Trials (2014) (2)
Cluster analysis for repeated data with dropout: Sensitivity analysis using a distal event (2018) (2)
Behavioral Testing of Antidepressant Compounds: An Analysis of Crossover Design for Correlated Binary Data (2005) (2)
Joint models for continuous and discrete longitudinal data (2008) (2)
General Guidelines for Model Building (2000) (2)
Empirical Bayes estimates for correlated hierarchical data with overdispersion (2014) (2)
Exploring Incomplete Data (2000) (2)
Semi-parametric Bayesian analysis of binary responses with a continuous covariate subject to non-random missingness (2015) (2)
Flexible Quantitative Risk Assessment for Developmental Toxicity Based on Fractional Polynomial Predictors (2000) (2)
Characterizing persistent disturbing behavior using longitudinal and multivariate techniques (2010) (2)
Missing data methodology: Introduction and preliminaries (2015) (2)
The brief history of the congruence coecient (2017) (1)
Introduction to Longitudinal Data Analysis (2005) (1)
Different methods for handling longitudinal binary outcome subject to potentially random dropout (2013) (1)
Pseudo-likelihood estimation for clustered binary data (1996) (1)
Evaluation of Biomarkers for Pharmacological Activity (2009) (1)
Use of OPA in ocular blood flow studies (2016) (1)
Quantifying intraclass correlations for nonnegative traits (2015) (1)
Generalizability in non-Gaussian longitudinal clinical trial data based on generalized linear mixed models (2017) (1)
The substrate-depletion error on the multiple Michaelis-Menten equation with and without an added term linearly dependent on the substrate concentration. (1993) (1)
Joint modeling of multiple ordinal adherence outcomes via generalized estimating equations with flexible correlation structure (2018) (1)
Sensitivity Analysis: Introduction and Overview (2014) (1)
On the Asymptotic Behavior of the Contaminated Sample Mean (2015) (1)
Serial correlation structures in latent linear mixed models for analysis of multivariate longitudinal ordinal responses (2020) (1)
Chapter 2 Random Effects Models for Longitudinal Data (2015) (1)
Optimal weighted estimation versus Cochran–Mantel–Haenszel (2020) (1)
Statistical methods for EEG data (2004) (1)
Discussion: Is the FDA in need of a major change in the way it regulates? (2017) (1)
Methodology of the validation of surrogate endpoints in multiple randomized experiments (2001) (1)
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PP078. The influence of maternal position on gestational hemodynamics. (2013) (1)
Fast two-stage estimator for clustered count data with overdispersion (2019) (1)
Empirical Bayes Methods (2010) (1)
Classification tree analysis of cervix cancer screening in the Belgian Health Interview Survey 1997 (2002) (1)
Mixed Models with Emphasis on Large Data Sets (2018) (1)
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Conditional bias reduction can be dangerous: a key example from sequential analysis (2018) (1)
Generating Correlated and/or Overdispersed Count Data: A SAS Implementation (2016) (1)
Classification trees and its application to cervix cancer screening in the Belgian Health Interview Survey 1997 (2002) (1)
The individual‐level surrogate threshold effect in a causal‐inference setting with normally distributed endpoints (2021) (1)
Statistics issues relevant to CNS drug development (2012) (1)
Missing Data: Sensitivity Analysis (2006) (1)
An improved method for the determination of the orbital parameters of a binary system that contains a pulsating component (1999) (1)
Pseudo-Likelihood Methodology for Hierarchical Count Data (2014) (1)
A Comparison of Some Simple and Complex Surrogate Models: Make Everything as Simple as Possible? (2016) (1)
Marginalizing pattern-mixture models for categorical data subject to monotone missingness (2009) (1)
Multivariate Functional Linear Discriminant Analysis Based on Pairwise Pseudo-Likelihood Modeling Combined with Splines (2008) (1)
Response profiles for longitudinal clinical trial data with subject dropout under regulatory considerations (2003) (1)
Multiple Imputation (2019) (1)
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Improved longitudinal data analysis for cross-over design settings, with a piecewise linear mixed-effects model (2021) (1)
Robust benchmark dose determination based on profile score methods (2002) (1)
Analysis of toxicology data with covariates specific to each observation (2002) (1)
A reflection on the causal interpretation of individual-level surrogacy (2019) (1)
Introduction to longitudinal data analysis and repeated measures (1996) (1)
Causal Inference and Estimands (2019) (1)
Viewpoint: Biometry and Biometrics (2006) (1)
[Risk factors and protective factors relating to suicide in the Netherlands and Flanders]. (2016) (1)
Handling of missing data in long‐term clinical trials: a case study (2012) (1)
Mapping cancer incidence in the province of Limburg, Belgium (2001) (1)
Analysing intensive longitudinal data after summarization at landmarks: an application to daily pain evaluation in a clinical trial (2012) (1)
A multiple regression imputation method with application to sensitivity analysis under intermittent missingness (2020) (1)
Estimating causal parameters in placebo-controlled clinical trials with binary outcome and ordered noncompliance (1996) (1)
Prediction and classification when the diagnostic classes are related (1997) (1)
A new convolution-based approach to develop a level in-vitro-in-vivo correlation (IVIVC) for an extended-release oral dosage form (2008) (1)
Analysis of Clustered Multivariate Data from Developmental Toxicity Studies (1998) (1)
The authors replied as follows: (2007) (1)
Incomplete Data and SAS (2007) (1)
Discussion og Diggle, P. and Al Wasel, I.: spectrial analysis of replicated biomedical time series (1997) (1)
A Trio of Inference Problems That Could (2014) (1)
Design Archetypes for Phase 2 Clinical Trials in Central Nervous System Disorders (2010) (1)
Flexible modeling of neuron firing rates across different experimental conditions: an application to neural activity in the prefrontal cortex during a discriminatino task (2006) (1)
Correction for Model Selection Bias Using a Modified Model Averaging Approach for Supervised Learning Methods Applied to EEG Experiments (2010) (1)
Repeated measures and multilevel modelling (2003) (1)
A reflection on the possibility of finding a good surrogate (2019) (1)
Secondary stroke prevention: misguided by guidelines? (2012) (1)
GENERALISED LINEAR MIXED MODEL FOR MULTICATEGORICAL RESPONSES: THE EFFECT OF UV-C TREATMENT ON STRAWBERRY SEPAL QUALITY (2003) (1)
Considerations for Using Positive Controls in Phase 2 Clinical Trials of Central Nervous System Disorders (2010) (1)
Astrophysical properties of 15062 Gaia DR3 gravity-mode pulsators. Pulsation amplitudes, rotation, and spectral line broadening (2023) (1)
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Assessing the predictive value of a binary surrogate for a binary true endpoint based on the minimum probability of a prediction error (2018) (1)
AT-RISK: AuToimmune disorders and cardiovascular RISK (2022) (1)
Pseudo-likelihood estimation for a combined model for repeated, overdispersed time-to-event data (2010) (1)
1 addhaz : Contribution of Chronic Diseases to the Disability Burden Using R by (2018) (0)
The doubling effect of COVID-19 cases on key health indicators (2022) (0)
Routinely collected data to assess reproductive health in a community around two household refuse incinerators (2007) (0)
Discussion of J.J. Forster and P.W.F. Smith: model-based inference for categorical survey data subject to non-ignorable non-response (1998) (0)
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The role of biostatistics in the response to COVID-19: a Belgian and international perspective (2023) (0)
Introduction of the multivariate Dale model in genetic association studies (2001) (0)
Corrigendum (2016) (0)
Renal Interlobar Venous Doppler parameters: comparison between early and late onset pre-eclampsia (2008) (0)
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Detecting overdispersion in large scale surveys: Application to a study of education and social class in Britain - Comments (1997) (0)
Estimands and How to Define Them (2019) (0)
Efficient estimation of the familial association for a binary trait (1996) (0)
Delta Adjustment (2019) (0)
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Book Review: Meta-analysis in Infectious Diseases, An Issue of Infectious Disease Clinics (The Clinics: Internal Medicine) By Matthew E. Falagas. WB Saunders, 2009, 240 pages (2010) (0)
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Mixed models to describe quality evolution during storage and shelf life of biological products (2003) (0)
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Analysis of the Orthodontic Growth Data (2007) (0)
PSEUDO-LIKELIHOOD ESTIMATION FOR INCOMPLETE DATA SUPPLEMENTARY MATERIALS (2010) (0)
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Psychometric Properties and Comparison of Different Ways of Factor Analysis of the Big Five Inventory on a Flemish Sample (2017) (0)
Goodness-of-fit tests for bivariate ordinal regression models (2000) (0)
Norman Breslow’s leadership for the international biometric society (2007) (0)
On asymptotic normality in estimation after a group sequential trial (2018) (0)
Applied Longitudinal Data Analysis for Epidemiology,Longitudinal and Panel Data,Applied Longitudinal Data Analysis (2006) (0)
Package ‘CorrMixed’ (2022) (0)
Overview of Analyses for Hypothetical Intercurrent Event Strategies (2019) (0)
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Pseudo-likelihood estimation for a combined gamma frailty and normal random-effects model for repeated, overdispersed time-to-event data (2010) (0)
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Attitudes Toward Suicide Measure (2015) (0)
Longitudinal Alterations in Gait Features in Growing Children With Duchenne Muscular Dystrophy (2022) (0)
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Multivariate Ordinal Data, Marginal Likelihood Models for (2006) (0)
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Multivariate Plackett-Dale inference to study the inheritance of longevity in a Belgian village (18th-20th century) (2003) (0)
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Book Reviews (1976) (0)
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Model Averaging in Quantitative Risk Assessment (2008) (0)
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[Reaction on 'Risk factors and protective factors relating to suicide in the Netherlands and Flanders']. (2016) (0)
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Implementing the meta-analytic approach for the evaluation of surrogate endpoints in SAS and R: a word of caution (2021) (0)
Rejoinder to Use of Principal Component Analysis and the GE ‐Biplot for the Graphical Exploration of Gene Expression Data (2005) (0)
A longitudinal perspective on perceived vulnerability to disease during the COVID-19 pandemic in Belgium. (2023) (0)
Statistical Validation of Surrogate Markers in Clinical Trials (2014) (0)
Quantifying the genetic contribution to the variability of count traits (2015) (0)
Linear Mixed Model (2016) (0)
Intra-abdominal pressure in term pregnancy and postpartum. (2013) (0)
Stochastic EM algorithm for incomplete longitudinal data (2008) (0)
Immunologic parameter evaluation as surrogate of the survival time in patients with advanced lung cancer (2002) (0)

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