| | Issue Date | Title | Contributor(s) | Type | Cat. |
| 153 | 2018 | A maximum entropy approach for the evaluation of surrogate endpoints based on causal inference | ALONSO ABAD, Ariel; VAN DER ELST, Wim; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 2 | 2018 | Mixed models with emphasis on large data sets | VERBEKE, Geert; MOLENBERGHS, Geert; FIEUWS, Steffen; IDDI, Samuel | Book Section | B2 |
| 3 | 2018 | Evaluation of six months sputum culture conversion as a surrogate endpoint in a multidrug resistant-tuberculosis trial | MEYVISCH, Paul; Kambili, Chrispin; Andries, Koen; Lounis, Nacer; Theeuwes, Myriam; Dannemann, Brian; Vandebosch, An; VAN DER ELST, Wim; MOLENBERGHS, Geert; ALONSO ABAD, Ariel | Journal Contribution | A1 |
| 4 | 2018 | Statistical evaluation of surrogate endpoints in cancer clinical trials | BUYSE, Marc; MOLENBERGHS, Geert; PAOLETTI, Xavier; Oba, K.; ALONSO ABAD, Ariel; VAN DER ELST, Wim; BURZYKOWSKI, Tomasz | Book Section | B2 |
| 5 | 2018 | Fast, Closed-form, and Efficient Estimators for Hierarchical Models with AR(1) Covariance and Unequal Cluster Sizes | HERMANS, Lisa; NASSIRI, Vahid; MOLENBERGHS, Geert; Kenward, Michael G.; VAN DER ELST, Wim; AERTS, Marc; VERBEKE, Geert | Journal Contribution | A1 |
| 6 | 2018 | Clusters with unequal size: maximum likelihood versus weighted estimation in large samples | HERMANS, Lisa; NASSIRI, Vahid; MOLENBERGHS, Geert; Kenward, Michael G.; VAN DER ELST, Wim; AERTS, Marc; VERBEKE, Geert | Journal Contribution | A1 |
| 7 | 2018 | A Tutorial on the Practical Use and Implication of Complete Sufficient Statistics | HERMANS, Lisa; MOLENBERGHS, Geert; AERTS, Marc; Kenward, Michael G.; VERBEKE, Geert | Journal Contribution | A1 |
| 8 | 2017 | Statistical methodologies for dealing with incomplete longitudinal outcomes due to dropout missing at random | Satty, A.; Mwambi, H.; MOLENBERGHS, Geert | Book Section | B2 |
| 9 | 2017 | The R Package Surrogate | VAN DER ELST, Wim; ALONSO ABAD, Ariel; MOLENBERGHS, Geert | Book Section | B2 |
| 10 | 2017 | Surrogate Endpoints in Rare Diseases | VAN DER ELST, Wim; MOLENBERGHS, Geert | Book Section | B2 |
| 11 | 2017 | Applied Surrogate Endpoint Evaluation Methods with SAS and R | ALONSO ABAD, Ariel; BIGIRUMURAME, Theophile; BURZYKOWSKI, Tomasz; BUYSE, Marc; MOLENBERGHS, Geert; MUCHENE, Leacky; PERUALILA, Nolen Joy; SHKEDY, Ziv; VAN DER ELST, Wim | Book | B1 |
| 12 | 2017 | Discussion: Is the FDA in need of a major change in the way it regulates? | MOLENBERGHS, Geert | Journal Contribution | A2 |
| 13 | 2017 | Fast precision estimation in high-dimensional multivariate joint models | NASSIRI, Vahid; IVANOVA, Anna; MOLENBERGHS, Geert; VERBEKE, Geert | Journal Contribution | A1 |
| 14 | 2017 | Hierarchical models with normal and conjugate random effects: a review | MOLENBERGHS, Geert; VERBEKE, Geert; DEMETRIO, Clarice | Journal Contribution | A1 |
| 15 | 2017 | Fast and highly efficient pseudo-likelihood methodology for large and complex ordinal data | IVANOVA, Anna; MOLENBERGHS, Geert; VERBEKE, Geert | Journal Contribution | A1 |
| 16 | 2017 | Dynamic predictions with time-dependent covariates in survival analysis using joint modeling and landmarking | Rizopoulos, Dimitris; MOLENBERGHS, Geert; LESAFFRE, Emmanuel | Journal Contribution | A1 |
| 17 | 2017 | Clustering multiply imputed multivariate high-dimensional longitudinal profiles | BRUCKERS, Liesbeth; MOLENBERGHS, Geert; DENDALE, Paul | Journal Contribution | A1 |
| 18 | 2017 | Multinomial additive hazard model to assess the disability burden using cross-sectional data | Yokota, Renata T. C.; Van Oyen, Herman; Looman, Caspar W. N.; Nusselder, Wilma J.; OTAVA, Martin; KIFLE, Yimer Wasihun; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 19 | 2017 | A sensitivity analysis of probabilistic sensitivity analysis in terms of the density function for the input variables | De Mulder, Wim; MOLENBERGHS, Geert; VERBEKE, Geert | Journal Contribution | A1 |
| 20 | 2017 | Negative variance components for non-negative hierarchical data with correlation, over-, and/or underdispersion | Oliveira, I. R. C.; MOLENBERGHS, Geert; VERBEKE, Geert; DEMETRIO, Clarice; Dias, C. T. S. | Journal Contribution | A1 |
| 21 | 2017 | Thyroid Cancer Incidence around the Belgian Nuclear Sites, 2000-2014 | Demoury, Claire; De Smedt, Tom; De Schutter, Harlinde; Sonck, Michel; Van Damme, Nancy; BOLLAERTS, Kaatje; MOLENBERGHS, Geert; Van Bladel, Lodewijk; Van Nieuwenhuyse, An | Journal Contribution | A1 |
| 22 | 2017 | Establishing normative data for multi-trial memory tests: the multivariate regression-based approach | VAN DER ELST, Wim; MOLENBERGHS, Geert; van Tetering, Marleen; Jolles, Jelle | Journal Contribution | A1 |
| 23 | 2017 | Mechanism for Missing Data Incorporated in Joint Modelling of Ordinal Responses | IVANOVA, Anna; MOLENBERGHS, Geert; VERBEKE, Geert | Journal Contribution | A1 |
| 24 | 2017 | Modeling Through Latent Variables | VERBEKE, Geert; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 25 | 2017 | Sample substitution can be an acceptable data-collection strategy: the case of the Belgian Health Interview Survey | Demarest, Stefaan; MOLENBERGHS, Geert; Van der Heyden, Johan; Gisle, Lydia; Van Oyen, Herman; de Waleffe, Sandrine; Van Hal, Guido | Journal Contribution | A1 |
| 26 | 2017 | Diagnosing Misspecification of the Random-Effects Distribution in Mixed Models | Drikvandi, Reza; VERBEKE, Geert; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 27 | 2017 | Covariate Adjustment for Logistic Regression Analysis of Binary Clinical Trial Data | Jiang, Honghua; Kulkarni, Pandurang M.; Mallinckrodt, Craig H.; Shurzinske, Linda; MOLENBERGHS, Geert; Lipkovich, Ilya | Journal Contribution | A1 |
| 28 | 2017 | Choosing estimands in clinical trials with missing data | Mallinckrodt, Craig; MOLENBERGHS, Geert; Rathmann, Suchitrita | Journal Contribution | A1 |
| 29 | 2017 | Psychometric properties and comparison of different techniques for factor analysis on the Big Five Inventory from a Flemish sample | Lovik, Aniko; NASSIRI, Vahid; VERBEKE, Geert; MOLENBERGHS, Geert; Sodermans, An Katrien | Journal Contribution | A1 |
| 30 | 2017 | The analysis of multivariate longitudinal data: A review: Response to letter of M. Gebregziabher | VERBEKE, Geert; FIEUWS, Steffen; MOLENBERGHS, Geert; Davidian, Marie | Journal Contribution | A1 |
| 31 | 2017 | Remote Monitoring of Hypertension Diseases in Pregnancy: A Pilot Study | LANSSENS, Dorien; VANDENBERK, Thijs; SMEETS, Christophe; DE CANNIERE, Helene; STORMS, Valerie; MOLENBERGHS, Geert; Van Moerbeke, Anne; van den Hoogen, Anne; Robijns, Tiziana; VONCK, Sharona; STAELENS, Anneleen; THIJS, Inge; GRIETEN, Lars; GYSELAERS, Wilfried | Journal Contribution | A1 |
| 32 | 2017 | Microbial Performance of Food Safety Control and Assurance Activities in a Fresh Produce Processing Sector Measured Using a Microbial Assessment Scheme and Statistical Modeling | Njage, Patrick Murigu Kamau; Sawe, Chemutai Tonui; Onyango, Cecilia Moraa; Habib, Ihab; NJAGI, Edmund; AERTS, Marc; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 33 | 2017 | Parametric overdispersed frailty models for current status data. | ABRAMS, Steven; AERTS, Marc; MOLENBERGHS, Geert; HENS, Niel | Journal Contribution | A1 |
| 34 | 2016 | Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules | MILANZI, Elasma; MOLENBERGHS, Geert; ALONSO ABAD, Ariel; VERBEKE, Geert; Kenward, Michael G.; Tsiatis, Anastasios A.; Davidian, Marie | Journal Contribution | A2 |
| 35 | 2016 | Comparing MCMC and INLA for disease mapping with Bayesian hierarchical models | De Smedt, Tom; Simons, Koen; Van Nieuwenhuyse, An; MOLENBERGHS, Geert | Journal Contribution | A2 |
| 36 | 2016 | Detecting influential observations in a model-based cluster analysis | BRUCKERS, Liesbeth; MOLENBERGHS, Geert; VERBEKE, Geert; GEYS, Helena | Journal Contribution | A1 |
| 37 | 2016 | Evaluation of some validation measures for Gaussian process emulation: a case study with an agent-based model | De Mulder, Wim; Rengs, Bernhard; MOLENBERGHS, Geert; Fent, Thomas; VERBEKE, Geert | Journal Contribution | A1 |
| 38 | 2016 | Risicofactoren en beschermende factoren inzake suïcide in Nederland en Vlaanderen | Reynders, A.; Kerkhof, A.J.F.M.; MOLENBERGHS, Geert; Van Audenhove, C. | Journal Contribution | A1 |
| 39 | 2016 | Implementation of pattern-mixture models in randomized clinical trials | Bunouf, Pierre; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 40 | 2016 | Asteroseismic versus Gaia distances: A first comparison | De Ridder, J.; MOLENBERGHS, Geert; Eyer, L.; AERTS, Conny | Journal Contribution | A1 |
| 41 | 2016 | Statistical evaluation of surrogate endpoints with examples from cancer clinical trials | BUYSE, Marc; MOLENBERGHS, Geert; PAOLETTI, Xavier; Oba, Koji; ALONSO ABAD, Ariel; VAN DER ELST, Wim; BURZYKOWSKI, Tomasz | Journal Contribution | A1 |
| 42 | 2016 | The combined model: A tool for simulating correlated counts with overdispersion | KALEMA, George; IDDI, Samuel; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 43 | 2016 | Quantifying intraclass correlations for count and time-to-event data | Oliveira, Izabela R. C.; MOLENBERGHS, Geert; DEMETRIO, Clarice; Dias, Carlos T. S.; Giolo, Suely R.; Andrade, Marcela C. | Journal Contribution | A1 |
| 44 | 2016 | Stigma, attitudes, and help-seeking intentions for psychological problems in relation to regional suicide rates | Reynders, Alexandre; Kerkhof, Ad J.F.M.; MOLENBERGHS, Geert; Van Audenhouve, Chantal | Journal Contribution | A1 |
| 45 | 2016 | Estimating the reliability of repeatedly measured endpoints based on linear mixed-effects models. A tutorial | VAN DER ELST, Wim; MOLENBERGHS, Geert; Hilgers, Ralf-Dieter; VERBEKE, Geert; Heussen, Nicole | Journal Contribution | A1 |
| 46 | 2016 | A Taxonomy of Mixing and Outcome Distributions Based on Conjugacy and Bridging | Kenward, Michael G.; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 47 | 2016 | Community Acquired Pneumonia (CAP) hospitalisations and deaths: is there a quality improvement role for inter-hospital comparisons? | Aelvoet, W.; Terryn, N.; BLOMMAERT, Adriaan; MOLENBERGHS, Geert; HENS, Niel; De Smet, F.; Callens, M.; Beutels, P. | Journal Contribution | A1 |
| 48 | 2016 | Occular blood flow in Glaucoma — the Leuven Eye Study | Pinto, Luís Abegão; WILLEKENS, Koen; Van Keer, Karel; Shibesh, Abraham; MOLENBERGHS, Geert; Vandewalle, Evelien; Stalmans, Ingeborg | Journal Contribution | A1 |
| 49 | 2016 | Exploring the relationship between the causal-inference and meta-analytic paradigms for the evaluation of surrogate endpoints | VAN DER ELST, Wim; MOLENBERGHS, Geert; ALONSO ABAD, Ariel | Journal Contribution | A1 |
| 50 | 2016 | A flexible joint modeling framework for longitudinal and time-to-event data with overdispersion | NJAGI, Edmund; MOLENBERGHS, Geert; Rizopoulos, Dimitris; VERBEKE, Geert; Kenward, Michael G.; DENDALE, Paul; WILLEKENS, Koen | Journal Contribution | A1 |
| 51 | 2016 | An Information-Theoretic Approach for the Evaluation of Surrogate Endpoints Based on Causal Inference | ALONSO ABAD, Ariel; VAN DER ELST, Wim; MOLENBERGHS, Geert; BUYSE, Marc; BURZYKOWSKI, Tomasz | Journal Contribution | A1 |
| 52 | 2016 | Multiple imputation for ordinal longitudinal data with nonmonotone missing data patterns | Kombo, A.Y.; Mwambi, H.; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 53 | 2016 | Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros | RAKHMAWATI, Trias Wahyuni; MOLENBERGHS, Geert; VERBEKE, Geert; FAES, Christel | Journal Contribution | A1 |
| 54 | 2016 | Local Influence Diagnostics for Generalized Linear Mixed Models With Overdispersion | RAKHMAWATI, Trias Wahyuni; MOLENBERGHS, Geert; VERBEKE, Geert; FAES, Christel | Journal Contribution | A1 |
| 55 | 2016 | A Bayesian approach to analyse overdispersed longitudinal count data | Rizzato, F.B.; Leandro, R.A.; Demétrio, C.G.B.; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 56 | 2016 | Maternal body fluid composition in uncomplicated pregnancies and preeclampsia: a bioelectrical impedance analysis | STAELENS, Anneleen; VONCK, Sharona; MOLENBERGHS, Geert; Malbrain, Manu L. N. G.; GYSELAERS, Wilfried | Journal Contribution | A1 |
| 57 | 2016 | Finite Information Limit Variance-covariance Structures: Is the Entire Dataset Needed for Analysis? | NASSIRI, Vahid; MOLENBERGHS, Geert; VERBEKE, Geert | Proceedings Paper | C1 |
| 58 | 2016 | Design and analysis of clinical trials for small rare disease populations | Hilgers, Ralf-Dieter; König, Franz; MOLENBERGHS, Geert; Senn, Stephen | Journal Contribution | A1 |
| 59 | 2016 | A novel approach to estimation of the time to biomarker threshold: applications to HIV | REDDY, Tarylee; MOLENBERGHS, Geert; NJAGI, Edmund; AERTS, Marc | Journal Contribution | A1 |
| 60 | 2015 | Special Topics: Introduction an Overview | MOLENBERGHS, Geert | Book Section | B2 |
| 61 | 2015 | Data Representativeness: Issues and Solutions | MILANZI, Elasma; NJAGI, Edmund; BRUCKERS, Liesbeth; MOLENBERGHS, Geert | Journal Contribution | A2 |
| 62 | 2015 | Applications of probabilistic sensitivity analysis and agent-based models to historical demography | De Mulder, W.; Grow, André; MOLENBERGHS, Geert; VERBEKE, Geert | Proceedings Paper | C2 |
| 63 | 2015 | Application of statistical emulation to an agent-based model: assortative mating and the reversal of gender inequality in education in Belgium. | De Mulder, W.; Grow, A.; MOLENBERGHS, Geert; VERBEKE, Geert | Proceedings Paper | C2 |
| 64 | 2015 | Quantifying the genetic contribution to the variability of count traits | Oliveira, Izabela R.C.; MOLENBERGHS, Geert; Demétrio, C.G.B.; Dias, Carlos T.S.; Souza, Claudio L. | Proceedings Paper | C2 |
| 65 | 2015 | Estimation after a group sequential trial | MILANZI, Elasma; MOLENBERGHS, Geert; ALONSO ABAD, Ariel; Kenward, M.G.; Tsiatis, A.A.; Davidian, M.; VERBEKE, Geert | Journal Contribution | A1 |
| 66 | 2015 | Quantifying intraclass correlations for nonnegative traits | Oliveira, I.R.C.; MOLENBERGHS, Geert; Demétrio, C.G.B.; Dias, C.T.S.; Giolo, Suely R. | Journal Contribution | A1 |
| 67 | 2015 | Reliability Measures In Item Response Theory: Manifest Versus Latent Correlation Functions | MILANZI, Elasma; MOLENBERGHS, Geert; ALONSO ABAD, Ariel; VERBEKE, Geert; De Boeck, Paul | Journal Contribution | A1 |
| 68 | 2015 | A goodness-of-fit test for the random-effects distribution in mixed models | EFENDI, Achmad; Drikvandi, R.; VERBEKE, Geert; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 69 | 2015 | Validating predictors of therapeutic success: A causal inference approach | ALONSO ABAD, Ariel; VAN DER ELST, Wim; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 70 | 2015 | Semi-parametric Bayesian analysis of binary responses with a continuous covariate subject to non-random missingness | Poleto, Frederico Z.; Paulino, Carlos Daniel; Singer, Julio M.; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 71 | 2015 | Different methods for handling incomplete longitudinal binary outcome due to missing at random dropout | Satty, A.; Mwambi, H.; MOLENBERGHS, Geert | Journal Contribution | A1 |
| 72 | 2015 | Mixed model approaches for joint modeling of different types of responses | IVANOVA, Anna; MOLENBERGHS, Geert; VERBEKE, Geert | Journal Contribution | A1 |
| 73 | 2015 | A clustering algorithm for multivariate longitudinal data | BRUCKERS, Liesbeth; MOLENBERGHS, Geert; Drinkenburg, P.; GEYS, Helena | Journal Contribution | A1 |
| 74 | 2015 | Impact of selection bias on the evaluation of clusters of chemical compounds in the drug discovery process. | MILANZI, Elasma; ALONSO ABAD, Ariel; MOLENBERGHS, Geert; Buyck, Christophe; BIJNENS, Luc | Journal Contribution | A1 |
| 75 | 2015 | Comparison of risks of cardiovascular events in the elderly using standard survival analysis and multiple-events and recurrent-events methods | Ip, Edward H.; EFENDI, Achmad; MOLENBERGHS, Geert; Bertoni, Alain G. | Journal Contribution | A1 |
| 76 | 2015 | Comparison of Additive and Multiplicative Bayesian Models for Longitudinal Count Data With Overdispersion Parameters: A Simulation Study | AREGAY, Mehreteab; SHKEDY, Ziv; MOLENBERGHS, Geert | Journal Contribution | A1 |