Thomas A. Gerds

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All published works

Action	Title	Year	Authors
+ PDF Chat	Cheap Subsampling bootstrap confidence intervals for fast and robust inference in biostatistics	2025	Johan Sebastian Ohlendorff Anders Munch Kathrine Kold Sørensen Thomas A. Gerds
+	Targeted maximum likelihood based estimation for longitudinal mediation analysis	2025	Zeyi Wang Lars van der Laan Maya Petersen Thomas A. Gerds Kajsa Kvist Mark van der Laan
+ PDF Chat	The state learner -- a super learner for right-censored data	2024	Anders Munch Thomas A. Gerds
+ PDF Chat	Estimating conditional hazard functions and densities with the highly-adaptive lasso	2024	Anders Munch Thomas A. Gerds Mark J. van der Laan Helene C. W. Rytgaard
+ PDF Chat	Estimation of separable direct and indirect effects in a continuous-time illness-death model	2023	Marie Skov Breum Anders Munch Thomas A. Gerds Torben Martinussen
+ PDF Chat	Ranking of average treatment effects with generalized random forests for time‐to‐event outcomes	2023	Helene C. W. Rytgaard Claus Thorn Ekstrøm Lars Vedel Kessing Thomas A. Gerds
+ PDF Chat	Marginal structural models with monotonicity constraints: A case study in out‐of‐hospital cardiac arrest patients	2023	Liis Starkopf Shahzleen Rajan Theis Lange Thomas A. Gerds
+	Targeted Maximum Likelihood Based Estimation for Longitudinal Mediation Analysis	2023	Zeyi Wang Lars van der Laan Maya Petersen Thomas A. Gerds Kajsa Kvist Mark van der Laan
+	Nonparametric estimation of the interventional disparity indirect effect among the exposed	2023	Helene C. W. Rytgaard Amalie Lykkemark Møller Thomas A. Gerds
+	Applying the causal roadmap to longitudinal national Danish registry data: a case study of second-line diabetes medication and dementia	2023	Nerissa Nance Andrew Mertens Thomas A. Gerds Zeyi Wang Christian Torp‐Pedersen Mark van der Laan Kajsa Kvist Theis Lange Bochra Zareini Maya Petersen
+	concrete: Targeted Estimation of Survival and Competing Risks in Continuous Time	2023	David Chen Helene C. W. Rytgaard Edwin Fong Jens M. Tarp Maya Petersen Mark J. van der Laan Thomas A. Gerds
+ PDF Chat	Matters Arising: Immortal time bias in the analysis of drug prescription trajectories	2022	Daniel Christensen Gunnar Gislason Thomas A. Gerds
+ PDF Chat	Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes	2022	Helene C. W. Rytgaard Thomas A. Gerds Mark J. van der Laan
+ PDF Chat	Behavioral factors associated with SARS-CoV-2 infection. Results from a web-based case-control survey in the Capital Region of Denmark	2022	Mille Dybdal Cajar Florence Chia Chin Tan Mogens K. Boisen Sebastian Moretto Krog Rúna Nolsoee Helle Collatz Christensen Mikkel Porsborg Andersen Amalie Lykkemark Moeller Thomas A. Gerds Ulrik Pedersen‐Bjergaard
+	Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks [R package riskRegression version 2021.10.10]	2021	Thomas A. Gerds Johan Sebastian Ohlendorff Brice Ozenne
+	Why should I care about statistical prediction models?	2021	Thomas A. Gerds Michael W. Kattan
+	Ranking of average treatment effects with generalized random forests for time-to-event outcomes	2021	Helene C. W. Rytgaard Claus Thorn Ekstrøm Lars Vedel Kessing Thomas A. Gerds
+	Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes	2021	Helene C. W. Rytgaard Thomas A. Gerds Mark J. van der Laan
+	Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks [R package riskRegression version 2020.12.08]	2020	Thomas A. Gerds Brice Ozenne
+	The mediating role of effective treatments in the relationship between income level and survival in patients with heart failure: a sex- and cohabitation-stratified study	2020	Julie Andersen Thomas A. Gerds Mark A. Hlatky Gunnar Gislason Morten Schou Christian Torp‐Pedersen Sidsel Møller Christian Madelaire Katrine Strandberg‐Larsen
+ PDF Chat	A Framework for the Evaluation of Statistical Prediction Models	2020	Michael W. Kattan Thomas A. Gerds
+ PDF Chat	On the estimation of average treatment effects with right‐censored time to event outcome and competing risks	2020	Brice Ozenne Thomas Scheike Laila Stærk Thomas A. Gerds
+	Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks [R package riskRegression version 2020.02.05]	2020	Thomas A. Gerds Brice Ozenne
+	Absolute Risk. Ruth M. Pfeiffer and Mitchell H. Gail. Boca Raton: CRC Press.	2019	Thomas A. Gerds
+	Regression analysis in an illness-death model with interval-censored data: A pseudo-value approach	2019	Camille Sabathé Per Kragh Andersen Catherine Helmer Thomas A. Gerds Hélène Jacqmin‐Gadda Pierre Joly
+	On the interpretation of the hazard ratio in Cox regression	2019	Jan De Neve Thomas A. Gerds
+	Semiparametric linear transformation models: Effect measures, estimators, and applications	2019	Jan De Neve Olivier Thas Thomas A. Gerds
+	Random Forests for Survival Analysis	2018	Helene C. W. Rytgaard Thomas A. Gerds
+ PDF Chat	The index of prediction accuracy: an intuitive measure useful for evaluating risk prediction models	2018	Michael W. Kattan Thomas A. Gerds
+ PDF Chat	Sequential rank agreement methods for comparison of ranked lists	2018	Claus Thorn Ekstrøm Thomas A. Gerds Andreas Kryger Jensen
+ PDF Chat	The c-index is not proper for the evaluation of $t$-year predicted risks	2018	Paul Blanche Michael W. Kattan Thomas A. Gerds
+	The Wally plot approach to assess the calibration of clinical prediction models	2017	Paul Blanche Thomas A. Gerds Claus Thorn Ekstrøm
+	A failure-type specific risk prediction tool for selection of head-and-neck cancer patients for experimental treatments	2017	Katrin Håkansson Jacob H. Rasmussen Gregers Brünnich Rasmussen Jeppe Friborg Thomas A. Gerds Barbara M. Fischer Flemming Littrup Andersen Søren M. Bentzen Lena Specht Ivan R. Vogelius
+	STBRIER: Stata module to compute Brier score for censored time-to-event (survival) data	2017	Ariel Linden Thomas A. Gerds Chuck Huber
+ PDF Chat	<b>SmoothHazard</b>: An <i>R</i> Package for Fitting Regression Models to Interval-Censored Observations of Illness-Death Models	2017	Célia Touraine Thomas A. Gerds Pierre Joly
+	KFOLDCLASS: Stata module for generating classification statistics of k-fold cross-validation for binary outcomes	2017	Ariel Linden Thomas A. Gerds Chuck Huber
+	The Kaplan-Meier Integral in the Presence of Covariates: A Review	2017	Thomas A. Gerds Jan Beyersmann Liis Starkopf Sandra Frank Mark J. van der Laan Martin Schumacher
+	STBRIER: Stata module to compute Brier score for censored time-to-event (survival) data	2017	Ariel Linden Thomas A. Gerds Chuck Huber
+	Discussion of “A risk‐based measure of time‐varying prognostic discrimination for survival models,” by C. Jason Liang and Patrick J. Heagerty	2016	Thomas A. Gerds Martin Schumacher
+	SuperRanker: Sequential Rank Agreement	2016	Claus Thorn Ekstrøm Thomas A. Gerds
+	Stagewise pseudo‐value regression for time‐varying effects on the cumulative incidence	2015	Daniela Zöller Irene Schmidtmann Arndt Weinmann Thomas A. Gerds Harald Binder
+	Misspecified poisson regression models for large‐scale registry data: inference for ‘large <i>n</i> and small <i>p</i>’	2015	Randi Grøn Thomas A. Gerds Per Kragh Andersen
+	Sequential rank agreement methods for comparison of ranked lists	2015	Claus Thorn Ekstrøm Thomas A. Gerds Andreas Kryger Jensen Kasper Brink‐Jensen
+	Interval Censoring	2015	Thomas A. Gerds Carolina Meier‐Hirmer
+	Sequential rank agreement methods for comparison of ranked lists	2015	Claus Thorn Ekstrøm Thomas A. Gerds Andreas Kryger Jensen Kasper Brink‐Jensen
+	Interval Censored: Introduction	2014	Thomas A. Gerds Carolina Meier‐Hirmer
+	Unobserved confounder effects in models for clustered dental failure time data	2014	Frank Eriksson Thomas A. Gerds Emmanuel Lesaffre
+	Interval Censoring	2014	Thomas A. Gerds
+	The Net Reclassification Index (NRI): A Misleading Measure of Prediction Improvement Even with Independent Test Data Sets	2014	Margaret S. Pepe Jing Fan Ziding Feng Thomas A. Gerds Jørgen Hilden
+	Calibration of models is not sufficient to justify NRI	2014	Thomas A. Gerds Jørgen Hilden
+ PDF Chat	Random survival forests for competing risks	2014	Hemant Ishwaran Thomas A. Gerds Udaya B. Kogalur Richard D. Moore Stephen J. Gange Bryan Lau
+	Calibration plots for risk prediction models in the presence of competing risks	2014	Thomas A. Gerds Per Kragh Andersen Michael W. Kattan
+	ERG Protein Expression in Diagnostic Specimens Is Associated with Increased Risk of Progression During Active Surveillance for Prostate Cancer	2014	Kasper Drimer Berg Ben Vainer Frederik Birkebæk Thomsen Martin Andreas Røder Thomas A. Gerds Birgitte Grønkær Toft Klaus Brasso Peter Iversen
+ PDF Chat	Concordance for prognostic models with competing risks	2014	Marcel Wolbers Paul Blanche Michael Koller J. C. M. Witteman Thomas A. Gerds
+	On the Validity of the Case-Time-Control Design for Autocorrelated Exposure Histories	2013	Aksel Karl Georg Jensen Thomas A. Gerds Peter Weeke Christian Torp‐Pedersen Per Kragh Andersen
+ PDF Chat	Nonparametric estimation in an “illness-death” model when all transition times are interval censored	2013	Halina Frydman Thomas A. Gerds Randi Grøn Niels Keiding
+	A competing risks approach for nonparametric estimation of transition probabilities in a non-Markov illness-death model	2013	Arthur Allignol Jan Beyersmann Thomas A. Gerds Aurélien Latouche
+	A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index	2013	Jørgen Hilden Thomas A. Gerds
+	A random forest approach for competing risks based on pseudo‐values	2013	Ulla B. Mogensen Thomas A. Gerds
+ PDF Chat	Comparing predictions among competing risks models with time‐dependent covariates	2013	Giuliana Cortese Thomas A. Gerds Per Kragh Andersen
+	SmoothHazard: Estimation of Smooth Hazard Models for Interval-Censored Data	2013	Célia Touraine Thomas A. Gerds Pierre Joly Cécile Proust‐Lima Hélène Jacqmin‐Gadda Amadou Diakite W.D. Cody Alan H. Morris Bradley Brown
+ PDF Chat	Pseudo-observations for competing risks with covariate dependent censoring	2013	Nadine Binder Thomas A. Gerds Per Kragh Andersen
+	A competing risks approach for nonparametric estimation of transition probabilities in a non-Markov illness-death model	2013	Arthur Allignol Jan Beyersmann Thomas A. Gerds Aurélien Latouche
+	Estimating a time‐dependent concordance index for survival prediction models with covariate dependent censoring	2012	Thomas A. Gerds Michael W. Kattan Martin Schumacher Changhong Yu
+ PDF Chat	Absolute risk regression for competing risks: interpretation, link functions, and prediction	2012	Thomas A. Gerds Thomas Scheike Per Kragh Andersen
+	Preface	2012	Emmanuel Lesaffre Thomas A. Gerds
+	Stages of Prediction Model Comparison	2012	Michael W. Kattan Thomas A. Gerds
+	Estimating survival of dental fillings on the basis of interval‐censored data and multi‐state models	2012	Pierre Joly Thomas A. Gerds Vibeke Qvist Daniel Commenges Niels Keiding
+	Evaluating Random Forests for Survival Analysis Using Prediction Error Curves	2012	Ulla B. Mogensen Hemant Ishwaran Thomas A. Gerds
+	riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks	2011	Thomas A. Gerds Johan Sebastian Ohlendorff Brice Ozenne
+ PDF Chat	Making and evaluating a statistical prediction model for the absolute risk of prostate cancer recurrence	2011	Michael W. Kattan Thomas A. Gerds
+ PDF Chat	Editorial Board: Biometrical Journal	2011	Tim Friede Todd A. Alonzo Los Angeles Donna P. Ankerst Renato Assunc -A ̃o Belo Horizonte Heiko Becher Vance W. Berger Dankmar Bo ̈hning Werner Brannath
+	Confidence scores for prediction models	2011	Thomas A. Gerds Mark A. van de Wiel
+ PDF Chat	Editorial Board: Biometrical Journal	2010	Tim Friede Todd A. Alonzo Los Angeles Donna P. Ankerst Renato Assunc -A ̃o Belo Horizonte Péter Bauer Heiko Becher Vance W. Berger Dankmar Bo ̈hning
+ PDF Chat	Robust Prediction of t-Year Survival with Data from Multiple Studies	2010	Tianxi Cai Thomas A. Gerds Yingye Zheng Jinbo Chen
+	Assessing the Performance of Prediction Models	2009	Ewout W. Steyerberg Andrew J. Vickers Nancy R. Cook Thomas A. Gerds Mithat Gönen Nancy A. Obuchowski Michael Pencina Michael W. Kattan
+	On pseudo-values for regression analysis in competing risks models	2008	Frederik Graw Thomas A. Gerds Martin Schumacher
+	The Performance of Risk Prediction Models	2008	Thomas A. Gerds Tianxi Cai Martin Schumacher
+	Predicting cumulative incidence probability by direct binomial regression	2008	Thomas Scheike M.-J. Zhang Thomas A. Gerds
+	Efron‐Type Measures of Prediction Error for Survival Analysis	2007	Thomas A. Gerds Martin Schumacher
+ PDF Chat	Assessment of survival prediction models based on microarray data	2007	Martin Schumacher Harald Binder Thomas A. Gerds
+	Consistent Estimation of the Expected Brier Score in General Survival Models with Right‐Censored Event Times	2006	Thomas A. Gerds Martin Schumacher
+	Interval Censored	2006	Thomas A. Gerds Carolina Meier‐Hirmer
+	Interval Censored	2005	Thomas A. Gerds Carolina Meier‐Hirmer
+	Interval Censoring	2005	Thomas A. Gerds
+	S41.2: Selection of the link function for survival regression models with the Brier score	2004	Thomas A. Gerds Martin Schumacher
+	On functional misspecification of covariates in the Cox regression model	2001	Thomas A. Gerds Martin Schumacher

Common Coauthors

Coauthor	Papers Together
Martin Schumacher	12
Michael W. Kattan	9
Helene C. W. Rytgaard	8
Claus Thorn Ekstrøm	7
Per Kragh Andersen	7
Brice Ozenne	5
Mark J. van der Laan	5
Maya Petersen	4
Carolina Meier‐Hirmer	4
Christian Torp‐Pedersen	4
Pierre Joly	4
Anders Munch	4
Paul Blanche	3
Andreas Kryger Jensen	3
Thomas Scheike	3
Mark van der Laan	3
Jørgen Hilden	3
Kajsa Kvist	3
Ariel Linden	3
Johan Sebastian Ohlendorff	3
Chuck Huber	3
Jan Beyersmann	3
Zeyi Wang	3
Todd A. Alonzo	2
Arthur Allignol	2
Emmanuel Lesaffre	2
Lu ̈beck	2
Edgar Brunner	2
Devan V. Mehrotra	2
Amy H. Herring	2
Hemant Ishwaran	2
Aurélien Latouche	2
Donna P. Ankerst	2
Torsten Hothorn	2
Guido Knapp	2
Valentin Rousson	2
Hélène Jacqmin‐Gadda	2
Célia Touraine	2
Jørgen Holm Petersen	2
Heiko Becher	2
Hans‐Peter Piepho	2
Bern	2
Harald Binder	2
Gunnar Gislason	2
Tim Friede	2
Werner Brannath	2
Thomas Kneib	2
Theis Lange	2
Dietrich Stoyan	2
Niels Keiding	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Statistical Models Based on Counting Processes	1993	Per Kragh Andersen Ørnulf Borgan Richard D. Gill Niels Keiding	17
+	A Proportional Hazards Model for the Subdistribution of a Competing Risk	1999	Jason P. Fine Malcolm H. Ray	16
+	Unified Methods for Censored Longitudinal Data and Causality	2003	Mark J. van der Laan James M. Robins	14
+	Consistent Estimation of the Expected Brier Score in General Survival Models with Right‐Censored Event Times	2006	Thomas A. Gerds Martin Schumacher	14
+ PDF Chat	Statistical Models Based on Counting Processes	1997	Xavier Bry Per Kragh Andersen Ørnulf Borgan Richard D. Gill Niels Keiding Ørnulf Borgan	11
+	Assessment and comparison of prognostic classification schemes for survival data	1999	Erika Graf Claudia Schmoor Willi Sauerbrei M. Schumacher	10
+	An Empirical Transition Matrix for Non-homogeneous Markov Chains Based on Censored Observations	1978	Ren Johansen	10
+	Improvements on Cross-Validation: The 632+ Bootstrap Method	1997	Bradley Efron Robert Tibshirani	10
+	Generalised linear models for correlated pseudo-observations, with applications to multi-state models	2003	Per Kragh Andersen	8
+	The Performance of Risk Prediction Models	2008	Thomas A. Gerds Tianxi Cai Martin Schumacher	8
+	Estimates of Absolute Cause-Specific Risk in Cohort Studies	1990	Jacques Bénichou Mitchell H. Gail	8
+ PDF Chat	Generating survival times to simulate Cox proportional hazards models	2005	Ralf Bender Thomas Augustin Maria Blettner	8
+	Efron‐Type Measures of Prediction Error for Survival Analysis	2007	Thomas A. Gerds Martin Schumacher	8
+	Efficient and Adaptive Estimation for Semiparametric Models.	1994	ХРИСТОФОРОВ А.А. Peter J. Bickel Chris A. J. Klaassen Ya’acov Ritov Jon A. Wellner	8
+	Experimental Survival Curves for Interval-Censored Data	1973	Richard Peto	7
+	Time‐Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker	2000	Patrick J. Heagerty Thomas Lumley Margaret S. Pepe	7
+ PDF Chat	Survival Model Predictive Accuracy and ROC Curves	2005	Patrick J. Heagerty Yingye Zheng	7
+ PDF Chat	Absolute risk regression for competing risks: interpretation, link functions, and prediction	2012	Thomas A. Gerds Thomas Scheike Per Kragh Andersen	7
+	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	7
+ PDF Chat	The Empirical Distribution Function with Arbitrarily Grouped, Censored and Truncated Data	1976	Bruce W. Turnbull	7
+	Pseudo-observations in survival analysis	2009	Per Kragh Andersen Maja Pohar Perme	7
+ PDF Chat	Efficient estimation for the proportional hazards model with interval censoring	1996	Jian Huang	6
+	On pseudo-values for regression analysis in competing risks models	2008	Frederik Graw Thomas A. Gerds Martin Schumacher	6
+ PDF Chat	Random survival forests	2008	Hemant Ishwaran Udaya B. Kogalur Eugene H. Blackstone Michael S. Lauer	6
+	Dynamic Regression Models for Survival Data	2006	Torben Martinussen Thomas Scheike	6
+	Methods for interval-censored data	1998	Jane C. Lindsey Louise Ryan	6
+	The Iterative Convex Minorant Algorithm for Nonparametric Estimation	1998	Geurt Jongbloed	6
+	A Two-Sample Test for Stochastic Ordering with Interval-Censored Data	1994	Gina R. Petroni Robert A. Wolfe	6
+	Rank Invariant Tests for Interval Censored Data under the Grouped Continuous Model	1996	Michael P. Fay	6
+	Information Bounds and Nonparametric Maximum Likelihood Estimation	1992	Piet Groeneboom Jon A. Wellner	6
+	Estimating a time‐dependent concordance index for survival prediction models with covariate dependent censoring	2012	Thomas A. Gerds Michael W. Kattan Martin Schumacher Changhong Yu	6
+	A NON-PARAMETRIC TEST FOR INTERVAL-CENSORED FAILURE TIME DATA WITH APPLICATION TO AIDS STUDIES	1996	Jianguo Sun	6
+	Miscellanea. On nonidentifiability and noninformative censoring for current status data	2000	Rebecca A. Betensky	6
+	Predicting cumulative incidence probability by direct binomial regression	2008	Thomas Scheike M.-J. Zhang Thomas A. Gerds	6
+	Asymptotic Statistics	1998	Aad van der Vaart	6
+	A Proportional Hazards Model for Interval-Censored Failure Time Data	1986	Dianne M. Finkelstein	6
+ PDF Chat	Analysis of Failure Time Data with Dependent Interval Censoring	2002	Dianne M. Finkelstein William B. Goggins David Schoenfeld	6
+	On functional misspecification of covariates in the Cox regression model	2001	Thomas A. Gerds Martin Schumacher	5
+ PDF Chat	A Class of $K$-Sample Tests for Comparing the Cumulative Incidence of a Competing Risk	1988	Malcolm H. Ray	5
+	A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index	2013	Jørgen Hilden Thomas A. Gerds	5
+	Evaluating Random Forests for Survival Analysis Using Prediction Error Curves	2012	Ulla B. Mogensen Hemant Ishwaran Thomas A. Gerds	5
+ PDF Chat	On Inference in Parametric Survival Data Models	1992	Nils Lid Hjort	5
+	Regression Modeling of Competing Risks Data Based on Pseudovalues of the Cumulative Incidence Function	2005	John P. Klein Per Kragh Andersen	5
+	Interpretability and importance of functionals in competing risks and multistate models	2011	Per Kragh Andersen Niels Keiding	5
+ PDF Chat	On criteria for evaluating models of absolute risk	2005	Mitchell H. Gail	5
+	Misspecified proportional hazard models	1986	C. A. Struthers John D. Kalbfleisch	4
+	Estimation of time‐dependent area under the ROC curve for long‐term risk prediction	2005	Lloyd E. Chambless Guoqing Diao	4
+	Recovery of Information and Adjustment for Dependent Censoring Using Surrogate Markers	1992	James M. Robins Andrea Rotnitzky	4
+ PDF Chat	Pseudo-observations for competing risks with covariate dependent censoring	2013	Nadine Binder Thomas A. Gerds Per Kragh Andersen	4
+	Coarsening at Random: Characterizations, Conjectures, Counter-Examples	1997	Richard D. Gill Mark J. van der Laan James M. Robins	4