Geert Molenberghs
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(Suggest an Edit or Addition)Geert Molenberghs's Published Works
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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)
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- Modeling overdispersed longitudinal binary data from the Jimma longitudinal studies using a combined beta and normal random-effects model (2012) (3)
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- Sensitivity analysis for incomplete data: region of uncertainty (1998) (0)
- Strategies for Dealing with Intercurrent Events (2019) (0)
- On the correlated frailty model for bivariate current status data (2008) (0)
- Surrogate endpoints: from definition to meta-analytic framework 1 (2019) (0)
- Comparison of methods for the selection of genomic biomarkers (2013) (0)
- Validation of 3D power Doppler and VOCAL software in the ssmentofhepaticvenousflow (2013) (0)
- 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) (0)
- A Flexible Modeling Framework for Overdispersed, Hierarchical Data of a Joint Nature (2014) (0)
- Doubly Robust Methods (2019) (0)
- SARS‐CoV‐2 vaccine antibody response and breakthrough infections in transplant recipients (2023) (0)
- The Prevention and Treatment of Missing Data in Clinical Trials. Pannel on Handling Missing Data in Clinical Trials (2010) (0)
- Sensitivity Analysis for Selection Models (2000) (0)
- Evaluation of some validation measures for Gaussian process emulation: a case study with an agent-based model (2016) (0)
- Examples from Actual Clinical Trials in Choosing and Specifying Estimands (2019) (0)
- Fractal dimension based geographical clustering of COVID-19 time series data (2023) (0)
- Applications of probabilistic sensitivity analysis and agent-based models to historical demography (2015) (0)
- Comparing COVID‐19 incidences longitudinally per economic sector against the background of preventive measures and vaccination (2022) (0)
- Incomplete Data in Clinical and Epidemiological Studies (2011) (0)
- Report of the Editors—2017 (2018) (0)
- Obesity and alcohol consumption: alcohol drinking habits in Belgium and body mass index (2002) (0)
- Estimating the reliability of rating scales from clinical trial data (2009) (0)
- Local and Global Influence Methods (2007) (0)
- S-78 INCIDENCE OF COVID-19 BY SECTOR (2021) (0)
- Discussion Contribution to Statistical Science “Likelihood Inference for Models with Unobservables: Another View” (0)
- Missing not at random models and their missing at random counterparts, in various modelling frameworks (2008) (0)
- Open letter to the Heads of the European Regulatory Agencies (2008) (0)
- The usefulness of Stata in the analysis of complex veterinary surveys (2002) (0)
- Evaluating mode effects in mixed-mode data through the back-door and front-door (2013) (0)
- The data on data is and are mixed (2008) (0)
- Comment on Den Hond E., Roels H.A., Hoppenbrouwers K., Nawrot T., Thijs L., Vandermeulen C. et al. Sexual Maturation in Relation to Polychlorinated Aromatic Hydrocarbons: Sharpe and Skakkebaek's Hypothesis Revisited. Environ. Health Perspect. (2002), 110(8), p. 771-776. (2003) (0)
- Parametric bootstrap for goodness-of-fit testing relative to the random-effects distribution in mixed models (2013) (0)
- Longitudinal conditional models with intermittent missingness: SAS code and applications (2014) (0)
- Routine clinical prognostic parameters do not explain the outcome of very young breast cancer patients (1998) (0)
- Overview of Analyses for While-on-Treatment Intercurrent Event Strategies (2019) (0)
- Adequacy of routinely collected data for the assessment of the reproductive health of a community living in the neighbourhood of two household refuse incinerators : a critical case study (2005) (0)
- 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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What Schools Are Affiliated With Geert Molenberghs?
Geert Molenberghs is affiliated with the following schools: