Dimitris Rizopoulos

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All published works

Action	Title	Year	Authors
+ PDF Chat	Time-dependent Predictive Accuracy Metrics in the Context of Interval Censoring and Competing Risks	2025	Z. Yang Dimitris Rizopoulos Lisa F. Newcomb Nicole S. Erler
+	Projected Outcomes of Reduced-Biopsy Management of Grade Group 1 Prostate Cancer: Implications for Relabeling	2024	Yibai Zhao Roman Gulati Z. Yang Lisa F. Newcomb Yingye Zheng Kehao Zhu Menghan Liu Eveline A.M. Heijnsdijk Michael C. Haffner Matthew R. Cooperberg
+ PDF Chat	A joint model for (un)bounded longitudinal markers, competing risks, and recurrent events using patient registry data	2024	Pedro Miranda Afonso Dimitris Rizopoulos Anushka Palipana Emrah Gecili Cole Brokamp John Clancy Rhonda D. Szczesniak Eleni-Rosalina Andrinopoulou
+ PDF Chat	A Bayesian Joint Modelling for Misclassified Interval-censoring and Competing Risks	2024	Z. Yang Dimitris Rizopoulos Eveline A.M. Heijnsdijk Lisa F. Newcomb Nicole S. Erler
+ PDF Chat	Using joint models for longitudinal and time-to-event data to investigate the causal effect of salvage therapy after prostatectomy	2024	Dimitris Rizopoulos Jeremy M. G. Taylor Grigorios Papageorgiou Todd M. Morgan
+ PDF Chat	Optimizing dynamic predictions from joint models using super learning	2024	Dimitris Rizopoulos Jeremy M. G. Taylor
+	An illness–death multistate model to implement delta adjustment and reference‐based imputation with time‐to‐event endpoints	2023	Alberto García‐Hernandez Teresa Pérez María del Carmen Pardo Dimitris Rizopoulos
+ PDF Chat	Correction: A competing risk joint model for dealing with different types of missing data in an intervention trial in prodromal Alzheimer’s disease	2023	Floor M. van Oudenhoven Sophie H. N. Swinkels Hilkka Soininen Miia Kivipelto Tobias Hartmann Dimitris Rizopoulos
+ PDF Chat	Sample size calculation for clinical trials analyzed with the meta‐analytic‐predictive approach	2023	Hongchao Qi Dimitris Rizopoulos Joost van Rosmalen
+	Using Joint Models for Longitudinal and Time-to-Event Data to Investigate the Causal Effect of Salvage Therapy after Prostatectomy	2023	Dimitris Rizopoulos Jeremy M. G. Taylor Grigorios Papageorgiou Todd M. Morgan
+	Optimizing Dynamic Predictions from Joint Models using Super Learning	2023	Dimitris Rizopoulos Jeremy M. G. Taylor
+	Efficiently analyzing large patient registries with Bayesian joint models for longitudinal and time-to-event data	2023	P. Miranda Afonso Dimitris Rizopoulos Anushka Palipana Guorui Zhou Cole Brokamp Rhonda D. Szczesniak E-R. Andrinopoulou
+	A Flexible Analytical Framework for Reference-Based Imputation, Delta Adjustment and Tipping-Point Stress-Testing	2022	Alberto García‐Hernandez Teresa Pérez María del Carmen Pardo Dimitris Rizopoulos
+ PDF Chat	Using joint models to study the association between CD4 count and the risk of death in TB/HIV data	2022	Nobuhle Mchunu Henry Mwambi Dimitris Rizopoulos Tarylee Reddy Nonhlanhla Yende‐Zuma
+ PDF Chat	Modeling the underlying biological processes in Alzheimer's disease using a multivariate competing risk joint model	2022	Floor M. van Oudenhoven Sophie H. N. Swinkels Tobias Hartmann Dimitris Rizopoulos
+ PDF Chat	Incorporating historical control information in <scp>ANCOVA</scp> models using the meta‐analytic‐predictive approach	2022	Hongchao Qi Dimitris Rizopoulos Joost van Rosmalen
+ PDF Chat	Using Joint Models To Study The Association Between CD4 Count And The Risk Of Death In TB/HIV Data	2022	Nobuhle Mchunu Henry Mwambi Dimitris Rizopoulos Tarylee Reddy Nonhlanhla Yende‐Zuma
+ PDF Chat	Shared decision making of burdensome surveillance tests using personalized schedules and their burden and benefit	2022	Anirudh Tomer Daan Nieboer Monique J. Roobol Ewout W. Steyerberg Dimitris Rizopoulos
+ PDF Chat	Incorporating historical controls in clinical trials with longitudinal outcomes using the modified power prior	2022	Hongchao Qi Dimitris Rizopoulos Emmanuel Lesaffre Joost van Rosmalen
+	Personalized Biopsy Schedules Using an Interval-censored Cause-specific Joint Model	2022	Z. Yang Dimitris Rizopoulos Eveline A.M. Heijnsdijk Lisa F. Newcomb Nicole S. Erler
+ PDF Chat	A competing risk joint model for dealing with different types of missing data in an intervention trial in prodromal Alzheimer’s disease	2021	Floor M. van Oudenhoven Sophie H. N. Swinkels Hilkka Soininen Miia Kivipelto Tobias Hartmann Dimitris Rizopoulos Tobias Hartmann Hilkka Soininen Miia Kivipelto Alina Solomon
+ PDF Chat	Reflection on modern methods: Dynamic prediction using joint models of longitudinal and time-to-event data	2021	Eleni‐Rosalina Andrinopoulou Michael O. Harhay Sarah J. Ratcliffe Dimitris Rizopoulos
+	JMbayes2: Extended Joint Models for Longitudinal and Time-to-Event Data	2021	Dimitris Rizopoulos Grigorios Papageorgiou Pedro Miranda Afonso
+ PDF Chat	<b>JointAI</b>: Joint Analysis and Imputation of Incomplete Data in <i>R</i>	2021	Nicole S. Erler Dimitris Rizopoulos Emmanuel Lesaffre
+	Joint modeling of longitudinal continuous, longitudinal ordinal, and time-to-event outcomes	2020	Khursheed Alam Arnab Maity Sanjoy K. Sinha Dimitris Rizopoulos Abdus Sattar
+ PDF Chat	A Bayesian joint model for zero‐inflated integers and left‐truncated event times with a time‐varying association: Applications to senior health care	2020	Xavier Piulachs Eleni‐Rosalina Andrinopoulou Montserrat Guillén Dimitris Rizopoulos
+	Pairwise estimation of multivariate longitudinal outcomes in a Bayesian setting with extensions to the joint model	2020	Katya Mauff Nicole S. Erler Isabella Kardys Dimitris Rizopoulos
+ PDF Chat	A marginal estimate for the overall treatment effect on a survival outcome within the joint modeling framework	2020	Floor M. van Oudenhoven Sophie H. N. Swinkels Joseph G. Ibrahim Dimitris Rizopoulos
+	<scp>MMRM</scp> vs joint modeling of longitudinal responses and time to study drug discontinuation in clinical trials using a “de jure” estimand	2020	Alberto García‐Hernandez Teresa Pérez María del Carmen Pardo Dimitris Rizopoulos
+	An alternative characterization of MAR in shared parameter models for incomplete longitudinal data and its utilization for sensitivity analysis	2020	Grigorios Papageorgiou Dimitris Rizopoulos
+	An alternative characterization of MAR in shared parameter models for incomplete longitudinal data and its utili	2020	Γεώργιος Παπαγεωργίου Dimitris Rizopoulos
+ PDF Chat	Integrating latent classes in the Bayesian shared parameter joint model of longitudinal and survival outcomes	2020	Eleni‐Rosalina Andrinopoulou Kazem Nasserinejad Rhonda D. Szczesniak Dimitris Rizopoulos
+ PDF Chat	Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach	2020	Katya Mauff Ewout W. Steyerberg Isabella Kardys Eric Boersma Dimitris Rizopoulos
+ PDF Chat	Individualized dynamic prediction of survival with the presence of intermediate events	2019	Grigorios Papageorgiou Mostafa M. Mokhles Johanna J.M. Takkenberg Dimitris Rizopoulos
+ PDF Chat	Machine learning for causal inference in Biostatistics	2019	Sherri Rose Dimitris Rizopoulos
+	JointAI: Joint Analysis and Imputation of Incomplete Data in R	2019	Nicole S. Erler Dimitris Rizopoulos Emmanuel Lesaffre
+ PDF Chat	Using joint models to disentangle intervention effect types and baseline confounding: an application within an intervention study in prodromal Alzheimer’s disease with Fortasyn Connect	2019	Floor M. van Oudenhoven Sophie H. N. Swinkels Tobias Hartmann Hilkka Soininen Anneke M.J. van Hees Dimitris Rizopoulos
+	cvGEE: Cross-Validated Predictions from GEE	2019	Dimitris Rizopoulos
+	Personalized Decision Making for Biopsies in Prostate Cancer Active Surveillance Programs	2019	Anirudh Tomer Dimitris Rizopoulos Daan Nieboer Frank‐Jan H. Drost Monique J. Roobol Ewout W. Steyerberg
+ PDF Chat	Personalized Decision Making for Biopsies in Prostate Cancer Active Surveillance Programs	2019	Anirudh Tomer Dimitris Rizopoulos Daan Nieboer Frank‐Jan H. Drost Monique J. Roobol Ewout W. Steyerberg
+ PDF Chat	Understanding of interaction (subgroup) analysis in clinical trials	2019	Miloš Branković Isabella Kardys Ewout W. Steyerberg Stanley Lemeshow Maja D. Marković Dimitris Rizopoulos Eric Boersma
+	Dynamic Risk Prediction	2019	Dimitris Rizopoulos
+ PDF Chat	Joint models for longitudinal and time‐to‐event data in a case‐cohort design	2019	Sara J. Baart Eric Boersma Dimitris Rizopoulos
+	Personalized Decision Making for Biopsies in Prostate Cancer Active Surveillance Programs	2019	Anirudh Tomer Dimitris Rizopoulos Daan Nieboer Frank‐Jan H. Drost Monique J. Roobol Ewout W. Steyerberg
+	JointAI: Joint Analysis and Imputation of Incomplete Data in R	2019	Nicole S. Erler Dimitris Rizopoulos Emmanuel Lesaffre
+	Joint Models with Multiple Longitudinal Outcomes and a Time-to-Event Outcome	2018	Katya Mauff Ewout W. Steyerberg Isabella Kardys Eric Boersma Dimitris Rizopoulos
+ PDF Chat	An Overview of Joint Modeling of Time-to-Event and Longitudinal Outcomes	2018	Grigorios Papageorgiou Katya Mauff Anirudh Tomer Dimitris Rizopoulos
+ PDF Chat	Personalized Schedules for Surveillance of Low-Risk Prostate Cancer Patients	2018	Anirudh Tomer Daan Nieboer Monique J. Roobol Ewout W. Steyerberg Dimitris Rizopoulos
+	GLMMadaptive: Generalized Linear Mixed Models using Adaptive Gaussian Quadrature	2018	Dimitris Rizopoulos
+	Personalized dynamic risk assessment in nephrology is a next step in prognostic research	2018	Miloš Branković Isabella Kardys Ewout J. Hoorn Sara J. Baart Eric Boersma Dimitris Rizopoulos
+	Individualized Dynamic Prediction of Survival under Time-Varying Treatment Strategies	2018	Grigorios Papageorgiou Mostafa M. Mokhles Johanna J.M. Takkenberg Dimitris Rizopoulos
+	Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes	2018	Eleni‐Rosalina Andrinopoulou Kazem Nasserinejad Rhonda D. Szczesniak Dimitris Rizopoulos
+ PDF Chat	Active surveillance: a review of risk-based, dynamic monitoring	2018	Daan Nieboer Anirudh Tomer Dimitris Rizopoulos Monique J. Roobol Ewout W. Steyerberg
+ PDF Chat	<tt>%JM</tt>: A <i>SAS</i> Macro to Fit Jointly Generalized Mixed Models for Longitudinal Data and Time-to-Event Responses	2018	Alberto García‐Hernandez Dimitris Rizopoulos
+	Individualized Dynamic Prediction of Survival under Time-Varying Treatment Strategies	2018	Grigorios Papageorgiou Mostafa M. Mokhles Johanna J.M. Takkenberg Dimitris Rizopoulos
+	Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes	2018	Eleni‐Rosalina Andrinopoulou Kazem Nasserinejad Rhonda D. Szczesniak Dimitris Rizopoulos
+ PDF Chat	Improved Dynamic Predictions from Joint Models of Longitudinal and Survival Data with Time-varying Effects Using P-splines	2017	Eleni-Rosalina Andrinopoulou Paul H.C. Eilers Johanna J.M. Takkenberg Dimitris Rizopoulos
+	Personalized Schedules for Surveillance of Low Risk Prostate Cancer Patients	2017	Anirudh Tomer Daan Nieboer Monique J. Roobol Ewout W. Steyerberg Dimitris Rizopoulos
+ PDF Chat	Editorial “Joint modeling of longitudinal and time-to-event data and beyond”	2017	Carmén Cadarso-Suárez Nadja Klein Thomas Kneib Geert Molenberghs Dimitris Rizopoulos
+	drizopoulos/JMbayes: Joint Modeling of Longitudinal and Time-to-Event Data under a Bayesian Approach	2017	Dimitris Rizopoulos
+ PDF Chat	Bayesian imputation of time-varying covariates in linear mixed models	2017	Nicole S. Erler Dimitris Rizopoulos Vincent W. V. Jaddoe Oscar H. Franco Emmanuel Lesaffre
+ PDF Chat	Dynamic predictions with time‐dependent covariates in survival analysis using joint modeling and landmarking	2017	Dimitris Rizopoulos Geert Molenberghs Emmanuel Lesaffre
+ PDF Chat	Bayesian hierarchical modeling of longitudinal glaucomatous visual fields using a two‐stage approach	2017	Susan R Bryan Paul H.C. Eilers Joost van Rosmalen Dimitris Rizopoulos Koenraad A. Vermeer Hans G. Lemij Emmanuel Lesaffre
+	Approximate likelihood inference in generalized linear latent variable models based on the dimension-wise quadrature	2017	Silvia Bianconcini Silvia Cagnone Dimitris Rizopoulos
+	Personalized Schedules for Surveillance of Low Risk Prostate Cancer Patients	2017	Anirudh Tomer Daan Nieboer Monique J. Roobol Ewout W. Steyerberg Dimitris Rizopoulos
+ PDF Chat	Dementia and death: Separate sides of the atrial fibrillation coin?	2016	Frank J. Wolters Dimitris Rizopoulos M. Arfan Ikram
+	Improved Dynamic Predictions from Joint Models of Longitudinal and Survival Data with Time-Varying Effects using P-splines	2016	Eleni‐Rosalina Andrinopoulou Paul H.C. Eilers Johanna J.M. Takkenberg Dimitris Rizopoulos
+	Bayesian shrinkage approach for a joint model of longitudinal and survival outcomes assuming different association structures	2016	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos
+	Joint Modeling in Health Sciences	2016	Dimitris Rizopoulos
+	Dealing with missing covariates in epidemiologic studies: a comparison between multiple imputation and a full Bayesian approach	2016	Nicole S. Erler Dimitris Rizopoulos Joost van Rosmalen Vincent W. V. Jaddoe Oscar H. Franco Emmanuel Lesaffre
+ PDF Chat	The<i>R</i>Package<b>JMbayes</b>for Fitting Joint Models for Longitudinal and Time-to-Event Data Using MCMC	2016	Dimitris Rizopoulos
+	Improved Dynamic Predictions from Joint Models of Longitudinal and Survival Data with Time-Varying Effects using P-splines	2016	Eleni‐Rosalina Andrinopoulou Paul H.C. Eilers Johanna J.M. Takkenberg Dimitris Rizopoulos
+ PDF Chat	Personalized screening intervals for biomarkers using joint models for longitudinal and survival data	2015	Dimitris Rizopoulos Jeremy M. G. Taylor Joost van Rosmalen Ewout W. Steyerberg Johanna J.M. Takkenberg
+	A modified weighted pairwise likelihood estimator for a class of random effects models	2015	Kostas Florios Irini Moustaki Dimitris Rizopoulos Vassilis Vasdekis
+	Combined dynamic predictions using joint models of two longitudinal outcomes and competing risk data	2015	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos Johanna J.M. Takkenberg Emmanuel Lesaffre
+	Comments on ‘Joint modeling of survival and longitudinal non‐survival data: current methods and issues. Report of the DIA Bayesian Joint Modeling Working Group’	2015	Dimitris Rizopoulos
+	Personalized Screening Intervals for Biomarkers using Joint Models for Longitudinal and Survival Data	2015	Dimitris Rizopoulos Jeremy M. G. Taylor Joost van Rosmalen Ewout W. Steyerberg Johanna J.M. Takkenberg
+	Approximate likelihood inference in generalized linear latent variable models based on integral dimension reduction	2015	Silvia Bianconcini Silvia Cagnone Dimitris Rizopoulos
+	Bayesian Hierarchical Modeling of Longitudinal Glaucomatous Visual Fields using a Two-Stage Approach	2015	Susan R Bryan Paul H.C. Eilers Bingjie Li Dimitris Rizopoulos Koenraad A. Vermeer Hans G. Lemij Emmanuel Lesaffre
+	Approximate likelihood inference in generalized linear latent variable models based on integral dimension reduction	2015	Silvia Bianconcini Silvia Cagnone Dimitris Rizopoulos
+	Personalized Screening Intervals for Biomarkers using Joint Models for Longitudinal and Survival Data	2015	Dimitris Rizopoulos Jeremy M. G. Taylor Joost van Rosmalen Ewout W. Steyerberg Johanna J.M. Takkenberg
+	Simple analysis of non-Markov models: A case study on heart transplant data	2014	Magdalena Murawska Dimitris Rizopoulos
+	Joint Modeling of Longitudinal and Time-to-Event Data	2014	Dimitris Rizopoulos
+	Weighted pairwise likelihood estimation for a general class of random effects models	2014	Vassilis G. S. Vasdekis Dimitris Rizopoulos Irini Moustaki
+ PDF Chat	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	Edmund Njeru Njagi Geert Molenberghs Michael G. Kenward Geert Verbeke Dimitris Rizopoulos
+ PDF Chat	Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging	2014	Dimitris Rizopoulos Laura A. Hatfield Bradley P. Carlin Johanna J.M. Takkenberg
+	Tools & Techniques - Statistics: Dealing with time-varying covariates in survival analysis – joint models versus Cox models	2014	Dimitris Rizopoulos Johanna J.M. Takkenberg
+ PDF Chat	Weighted pairwise likelihood estimation for a general class of random effects models	2014	Vassilis Vasdekis Dimitris Rizopoulos Irini Moustaki
+	Local sensitivity to non-ignorability in joint models	2014	Sara Viviani Dimitris Rizopoulos Marco Alfò
+	The R Package JMbayes for Fitting Joint Models for Longitudinal and Time-to-Event Data using MCMC	2014	Dimitris Rizopoulos
+	Joint modeling of two longitudinal outcomes and competing risk data	2014	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos Johanna J.M. Takkenberg Emmanuel Lesaffre
+	Introduction to the special issue on joint modelling techniques	2014	Dimitris Rizopoulos Emmanuel Lesaffre
+	Approximate likelihood inference in latent variable models with application to the Health and Retirement Study	2014	Silvia Bianconcini Silvia Cagnone Dimitris Rizopoulos
+	Weighted pairwise likelihood estimation for a general class of random effects models	2014	Vassilis G. S. Vasdekis Dimitris Rizopoulos Irini Moustaki
+	The R Package JMbayes for Fitting Joint Models for Longitudinal and Time-to-Event Data using MCMC	2014	Dimitris Rizopoulos
+ PDF Chat	A flexible joint modeling framework for longitudinal and time-to-event data with overdispersion	2013	Edmund Njeru Njagi Geert Molenberghs Dimitris Rizopoulos Geert Verbeke Michael G. Kenward Paul Dendale Koen Willekens
+	Dynamic Predictions with Time-Dependent Covariates in Survival Analysis using Joint Modeling and Landmarking	2013	Dimitris Rizopoulos Magdalena Murawska Eleni‐Rosalina Andrinopoulou Geert Molenberghs Johanna J.M. Takkenberg Emmanuel Lesaffre
+ PDF Chat	A joint survival-longitudinal modelling approach for the dynamic prediction of rehospitalization in telemonitored chronic heart failure patients	2013	Edmund Njeru Njagi Dimitris Rizopoulos Geert Molenberghs Paul Dendale Koen Willekens
+	Combining Dynamic Predictions from Joint Models for Longitudinal and Time-to-Event Data using Bayesian Model Averaging	2013	Dimitris Rizopoulos Laura A. Hatfield Bradley P. Carlin Johanna J.M. Takkenberg
+	Generalized linear mixed joint model for longitudinal and survival outcomes	2013	Sara Viviani Marco Alfò Dimitris Rizopoulos
+	Joint Modeling of Longitudinal and Time-to-Event Data: Challenges and Future Directions	2013	Dimitris Rizopoulos
+	Combining Dynamic Predictions from Joint Models for Longitudinal and Time-to-Event Data using Bayesian Model Averaging	2013	Dimitris Rizopoulos Laura A. Hatfield Bradley P. Carlin Johanna J.M. Takkenberg
+	Dynamic Predictions with Time-Dependent Covariates in Survival Analysis using Joint Modeling and Landmarking	2013	Dimitris Rizopoulos Magdalena Murawska Eleni‐Rosalina Andrinopoulou Geert Molenberghs Johanna J.M. Takkenberg Emmanuel Lesaffre
+	Joint Models for Longitudinal and Time-to-Event Data: With Applications in R	2012	Dimitris Rizopoulos
+	Joint Models for Longitudinal and Time-to-Event Data	2012	Dimitris Rizopoulos
+	An Introduction to Mixed Models and Joint Modeling: Analysis of Valve Function Over Time	2012	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos Ruyun Jin Ad J.J.C. Bogers Emmanuel Lesaffre Johanna J.M. Takkenberg
+	A Dimension Reduction Method for Approximating Integrals in Latent Variable Models for Binary Data	2012	Silvia Bianconcini Silvia Cagnone Dimitris Rizopoulos
+ PDF Chat	On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: Sequential trials, random sample sizes, and missing data	2012	Geert Molenberghs Michael G. Kenward Marc Aerts Geert Verbeke Anastasios A. Tsiatis Marie Davidian Dimitris Rizopoulos
+ PDF Chat	A Two-Stage Joint Model for Nonlinear Longitudinal Response and a Time-to-Event with Application in Transplantation Studies	2012	Magdalena Murawska Dimitris Rizopoulos Emmanuel Lesaffre
+	Fast fitting of joint models for longitudinal and event time data using a pseudo-adaptive Gaussian quadrature rule	2011	Dimitris Rizopoulos
+	A Bayesian semiparametric multivariate joint model for multiple longitudinal outcomes and a time‐to‐event	2011	Dimitris Rizopoulos Pulak Ghosh
+	Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data	2011	Dimitris Rizopoulos
+ PDF Chat	JM: An R Package for the Joint Modelling of Longitudinal and Time-to-Event Data	2010	Dimitris Rizopoulos
+	<b>JM</b>: An<i>R</i>Package for the Joint Modelling of Longitudinal and Time-to-Event Data	2010	Dimitris Rizopoulos
+	Random Effects Models for Longitudinal Data	2010	Geert Verbeke Geert Molenberghs Dimitris Rizopoulos
+	Nonignorable Models for Intermittently Missing Categorical Longitudinal Responses	2009	Roula Tsonaka Dimitris Rizopoulos Geert Verbeke Emmanuel Lesaffre
+ PDF Chat	Fully Exponential Laplace Approximations for the Joint Modelling of Survival and Longitudinal Data	2009	Dimitris Rizopoulos Geert Verbeke Emmanuel Lesaffre
+ PDF Chat	Multiple‐Imputation‐Based Residuals and Diagnostic Plots for Joint Models of Longitudinal and Survival Outcomes	2009	Dimitris Rizopoulos Geert Verbeke Geert Molenberghs
+	Shared parameter models under random effects misspecification	2008	Dimitris Rizopoulos Geert Verbeke Geert Molenberghs
+	A Two‐Part Joint Model for the Analysis of Survival and Longitudinal Binary Data with Excess Zeros	2007	Dimitris Rizopoulos Geert Verbeke Emmanuel Lesaffre Yves Vanrenterghem
+	Generalized latent variable models with non‐linear effects	2007	Dimitris Rizopoulos Irini Moustaki
+	Power and sample size calculations for discrete bounded outcome scores	2006	Roula Tsonaka Dimitris Rizopoulos Emmanuel Lesaffre
+ PDF Chat	The logistic transform for bounded outcome scores	2006	E. Lesaffre Dimitris Rizopoulos Roula Tsonaka
+	<b>ltm</b>: An<i>R</i>Package for Latent Variable Modeling and Item Response Theory Analyses	2006	Dimitris Rizopoulos

Common Coauthors

Coauthor	Papers Together
Johanna J.M. Takkenberg	18
Ewout W. Steyerberg	14
Emmanuel Lesaffre	13
Eleni‐Rosalina Andrinopoulou	13
Geert Molenberghs	11
Nicole S. Erler	9
Geert Verbeke	9
Anirudh Tomer	9
Daan Nieboer	8
Monique J. Roobol	8
Joost van Rosmalen	8
Emmanuel Lesaffre	7
Jeremy M. G. Taylor	7
Grigorios Papageorgiou	5
Silvia Bianconcini	5
Irini Moustaki	5
Isabella Kardys	5
Rhonda D. Szczesniak	5
Sophie H. N. Swinkels	5
Floor M. van Oudenhoven	5
Paul H.C. Eilers	5
Silvia Cagnone	5
Z. Yang	4
Vassilis G. S. Vasdekis	4
Magdalena Murawska	4
Alberto García‐Hernandez	4
Tobias Hartmann	4
Katya Mauff	4
Eric Boersma	4
Frank‐Jan H. Drost	3
Laura A. Hatfield	3
Teresa Pérez	3
Hongchao Qi	3
Michael G. Kenward	3
Eveline A.M. Heijnsdijk	3
Edmund Njeru Njagi	3
Bradley P. Carlin	3
Roula Tsonaka	3
María del Carmen Pardo	3
Hilkka Soininen	3
Mostafa M. Mokhles	3
Kazem Nasserinejad	3
Lisa F. Newcomb	3
Tarylee Reddy	2
Grigorios Papageorgiou	2
Cole Brokamp	2
Nonhlanhla Yende‐Zuma	2
Henry Mwambi	2
Sara Viviani	2
Anushka Palipana	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Joint Model for Survival and Longitudinal Data Measured with Error	1997	Michael Wulfsohn Anastasios A. Tsiatis	33
+	Joint Models for Longitudinal and Time-to-Event Data	2012	Dimitris Rizopoulos	30
+	Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data	2011	Dimitris Rizopoulos	29
+	Joint modelling of longitudinal measurements and event time data	2000	Robert Henderson	28
+	A Bayesian semiparametric multivariate joint model for multiple longitudinal outcomes and a time‐to‐event	2011	Dimitris Rizopoulos Pulak Ghosh	26
+	A Flexible B‐Spline Model for Multiple Longitudinal Biomarkers and Survival	2005	Elizabeth R. Brown Joseph G. Ibrahim Victor DeGruttola	20
+ PDF Chat	Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging	2014	Dimitris Rizopoulos Laura A. Hatfield Bradley P. Carlin Johanna J.M. Takkenberg	20
+	SIMULTANEOUSLY MODELLING CENSORED SURVIVAL DATA AND REPEATEDLY MEASURED COVARIATES: A GIBBS SAMPLING APPROACH	1996	Cheryl L. Faucett Duncan C. Thomas	19
+ PDF Chat	Individual Prediction in Prostate Cancer Studies Using a Joint Longitudinal Survival–Cure Model	2008	Menggang Yu Jeremy M. G. Taylor Howard M. Sandler	18
+ PDF Chat	Development and validation of a dynamic prognostic tool for prostate cancer recurrence using repeated measures of posttreatment PSA: a joint modeling approach	2009	Cécile Proust‐Lima Jeremy M. G. Taylor	17
+	<b>JM</b>: An<i>R</i>Package for the Joint Modelling of Longitudinal and Time-to-Event Data	2010	Dimitris Rizopoulos	16
+ PDF Chat	Fully Exponential Laplace Approximations for the Joint Modelling of Survival and Longitudinal Data	2009	Dimitris Rizopoulos Geert Verbeke Emmanuel Lesaffre	16
+ PDF Chat	Dynamic predictions with time‐dependent covariates in survival analysis using joint modeling and landmarking	2017	Dimitris Rizopoulos Geert Molenberghs Emmanuel Lesaffre	14
+ PDF Chat	Assessing the association between trends in a biomarker and risk of event with an application in pediatric HIV/AIDS	2009	Elizabeth R. Brown	14
+	Modeling Survival Data: Extending the Cox Model	2000	Terry M. Therneau Patricia M. Grambsch	13
+	A Semiparametric Likelihood Approach to Joint Modeling of Longitudinal and Time-to-Event Data	2002	Xiao Song Marie Davidian Anastasios A. Tsiatis	13
+ PDF Chat	The<i>R</i>Package<b>JMbayes</b>for Fitting Joint Models for Longitudinal and Time-to-Event Data Using MCMC	2016	Dimitris Rizopoulos	13
+	Joint modeling of two longitudinal outcomes and competing risk data	2014	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos Johanna J.M. Takkenberg Emmanuel Lesaffre	13
+ PDF Chat	A Joint Model for Longitudinal Measurements and Survival Data in the Presence of Multiple Failure Types	2007	Robert M. Elashoff Gang Li Ning Li	12
+	Joint Models for Longitudinal and Time-to-Event Data: With Applications in R	2012	Dimitris Rizopoulos	11
+	JOINT LONGITUDINAL-SURVIVAL-CURE MODELS AND THEIR APPLICATION TO PROSTATE CANCER	2004	Menggang Yu Jonathan Law Jeremy M. G. Taylor Howard M. Sandler	11
+ PDF Chat	Linear Mixed Models for Longitudinal Data	1997	Geert Verbeke	11
+ PDF Chat	Real‐Time Individual Predictions of Prostate Cancer Recurrence Using Joint Models	2013	Jeremy M. G. Taylor Yongseok Park Donna P. Ankerst Cécile Proust‐Lima Scott Williams Larry L. Kestin Kyoungwha Bae Tom Pickles Howard M. Sandler	11
+	A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error	2001	Anastasios A. Tsiatis	11
+	Shared parameter models under random effects misspecification	2008	Dimitris Rizopoulos Geert Verbeke Geert Molenberghs	10
+	MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS	1996	Frank E. Harrell Kerry L. Lee Daniel B. Mark	10
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	10
+ PDF Chat	Joint Modeling of Survival and Longitudinal Data: Likelihood Approach Revisited	2006	Fushing Hsieh Yi‐Kuan Tseng Jane‐Ling Wang	9
+ PDF Chat	Identification and efficacy of longitudinal markers for survival	2002	Robin Henderson	9
+	Covariate measurement errors and parameter estimation in a failure time regression model	1982	Ross L. Prentice	9
+	Joint Models for Multivariate Longitudinal and Multivariate Survival Data	2005	Yueh‐Yun Chi Joseph G. Ibrahim	9
+	An Approximate Generalized Linear Model with Random Effects for Informative Missing Data	1995	Dean Follmann Margaret Wu	9
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	9
+	Bayesian P-Splines	2004	Stefan Lang Andreas Brezger	9
+ PDF Chat	Joint Analysis of Longitudinal Data Comprising Repeated Measures and Times to Events	2001	Jane Xu Scott L. Zeger	9
+ PDF Chat	Semiparametric Modeling of Longitudinal Measurements and Time‐to‐Event Data–A Two‐Stage Regression Calibration Approach	2008	Wen Ye Xihong Lin Jeremy M. G. Taylor	8
+	Jointly Modeling Longitudinal and Event Time Data With Application to Acquired Immunodeficiency Syndrome	2001	Yan Wang Jeremy M. G. Taylor	8
+	Bayesian shrinkage approach for a joint model of longitudinal and survival outcomes assuming different association structures	2016	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos	8
+ PDF Chat	Modeling Longitudinal Data with Nonparametric Multiplicative Random Effects Jointly with Survival Data	2007	Jimin Ding Jane‐Ling Wang	8
+	An Introduction to Mixed Models and Joint Modeling: Analysis of Valve Function Over Time	2012	Eleni‐Rosalina Andrinopoulou Dimitris Rizopoulos Ruyun Jin Ad J.J.C. Bogers Emmanuel Lesaffre Johanna J.M. Takkenberg	7
+ PDF Chat	Personalized screening intervals for biomarkers using joint models for longitudinal and survival data	2015	Dimitris Rizopoulos Jeremy M. G. Taylor Joost van Rosmalen Ewout W. Steyerberg Johanna J.M. Takkenberg	7
+	Separate and Joint Modeling of Longitudinal and Event Time Data Using Standard Computer Packages	2004	Xu Guo Bradley P. Carlin	7
+	TIME-DEPENDENT COVARIATES IN THE COX PROPORTIONAL-HAZARDS REGRESSION MODEL	1999	Lloyd D. Fisher D. Y. Lin	7
+	Modelling Progression of CD4-Lymphocyte Count and Its Relationship to Survival Time	1994	Victor De Gruttola Xin Tu	7
+	A time‐dependent discrimination index for survival data	2005	Laura Antolini Patrizia Boracchi Elia Biganzoli	7
+	Fast fitting of joint models for longitudinal and event time data using a pseudo-adaptive Gaussian quadrature rule	2011	Dimitris Rizopoulos	7
+	A Bayesian Semiparametric Joint Hierarchical Model for Longitudinal and Survival Data	2003	Elizabeth R. Brown Joseph G. Ibrahim	7
+ PDF Chat	Basic Concepts and Methods for Joint Models of Longitudinal and Survival Data	2010	Joseph G. Ibrahim Haitao Chu Liddy M. Chen	7
+	Inference and missing data	1976	Donald B. Rubin	7
+ PDF Chat	Individualized Predictions of Disease Progression Following Radiation Therapy for Prostate Cancer	2005	Jeremy M. G. Taylor Menggang Yu Howard M. Sandler	7