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All published works
Action
Title
Year
Authors
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A Causal Transformation Model for Time-to-Event Data Affected by Unobserved Confounding
2024
Giampiero Marra
Rosalba Radice
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PDF
Chat
A unifying switching regime regression framework with applications in health economics
2023
Giampiero Marra
Rosalba Radice
David M. Zimmer
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PDF
Chat
A spline-based framework for the flexible modelling of continuously observed multistate survival processes
2023
Alessia Eletti
Giampiero Marra
Rosalba Radice
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flexmsm: A General Framework for Flexible Multi-State Survival Modelling
2023
Alessia Eletti
Giampiero Marra
Rosalba Radice
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A General Estimation Framework for Multi-State Markov Processes with Flexible Specification of the Transition Intensities
2023
Alessia Eletti
Giampiero Marra
Rosalba Radice
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PDF
Chat
Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme
2022
Danilo Petti
Alessia Eletti
Giampiero Marra
Rosalba Radice
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PDF
Chat
A Unifying Framework for Flexible Excess Hazard Modelling with Applications in Cancer Epidemiology
2022
Alessia Eletti
Giampiero Marra
Manuela Quaresma
Rosalba Radice
Francisco J. Rubio
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PDF
Chat
Modelling the Extremes of Seasonal Viruses and Hospital Congestion: The Example of Flu in a Swiss Hospital
2022
Setareh Ranjbar
Eva Cantoni
ValĂ©rie ChavezâDemoulin
Giampiero Marra
Rosalba Radice
Katia Jaton
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PDF
Chat
Modelling the Extremes of Seasonal Viruses and Hospital Congestion: The Example of Flu in a Swiss Hospital
2021
Setareh Ranjbar
Eva Cantoni
Chavez-Demoulin Valérie
Marra Giampiero
Rosalba Radice
Katia Jaton
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PDF
Chat
Robust fitting for generalized additive models for location, scale and shape
2021
William H. Aeberhard
Eva Cantoni
Giampiero Marra
Rosalba Radice
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Generalized Link-Based Additive Survival Models with Informative Censoring
2021
Robinson Dettoni
Giampiero Marra
Rosalba Radice
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PDF
Chat
Link-based survival additive models under mixed censoring to assess risks of hospital-acquired infections
2020
Giampiero Marra
Alessio Farcomeni
Rosalba Radice
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PDF
Chat
Generalized Link-Based Additive Survival Models with Informative Censoring
2020
Robinson Dettoni
Giampiero Marra
Rosalba Radice
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Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition
2020
Nadja Klein
Thomas Kneib
Giampiero Marra
Rosalba Radice
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Modelling the Extremes of Seasonal Viruses and Hospital Congestion: The Example of Flu in a Swiss Hospital
2020
Setareh Ranjbar
Eva Cantoni
ValĂ©rie ChavezâDemoulin
Giampiero Marra
Rosalba Radice
Katia JatonâOgay
+
Generalized Link-Based Additive Survival Models with Informative Censoring
2020
Robinson Dettoni
Giampiero Marra
Rosalba Radice
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Robust Fitting for Generalized Additive Models for Location, Scale and Shape
2019
William H. Aeberhard
Eva Cantoni
Giampiero Marra
Rosalba Radice
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PDF
Chat
Assessing the relationship between markers of glycemic control through flexible copula regression models
2019
Jenifer EspasandĂn-DomĂnguez
Carmén Cadarso-Suårez
Thomas Kneib
Giampiero Marra
Nadja Klein
Rosalba Radice
Ăscar LadoâBaleato
Arturo GonzĂĄlezâQuintela
Francisco Gudé
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PDF
Chat
Copula Link-Based Additive Models for Right-Censored Event Time Data
2019
Giampiero Marra
Rosalba Radice
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Robust Fitting for Generalized Additive Models for Location, Scale and Shape
2019
William H. Aeberhard
Eva Cantoni
Giampiero Marra
Rosalba Radice
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Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches
2019
Hendrik van der Wurp
Andreas Groll
Thomas Kneib
Giampiero Marra
Rosalba Radice
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PDF
Chat
Mixed binaryâcontinuous copula regression models with application to adverse birth outcomes
2018
Nadja Klein
Thomas Kneib
Giampiero Marra
Rosalba Radice
Slawa Rokicki
Mark E. McGovern
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PDF
Chat
Copula selection models for nonâGaussian outcomes that are missing not at random
2018
Manuel Gomes
Rosalba Radice
Jose Camarena Brenes
Giampiero Marra
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PDF
Chat
A trivariate additive regression model with arbitrary link functions and varying correlation matrix
2018
Panagiota Filippou
Thomas Kneib
Giampiero Marra
Rosalba Radice
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PDF
Chat
Copula based generalized additive models for location, scale and shape with non-random sample selection
2018
MaĆgorzata WojtyĆ
Giampiero Marra
Rosalba Radice
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PDF
Chat
Flexible Causal Inference for Political Science
2018
Bear Braumoeller
Giampiero Marra
Rosalba Radice
Aisha E. Bradshaw
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Mixed Binary-Continuous Copula Regression Models with Application to Adverse Birth Outcomes
2018
Nadja Klein
Thomas Kneib
Giampiero Marra
Rosalba Radice
Slawa Rokicki
Mark E. McGovern
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PDF
Chat
A joint regression modeling framework for analyzing bivariate binary data in R
2017
Giampiero Marra
Rosalba Radice
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PDF
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Penalized likelihood estimation of a trivariate additive probit model
2017
Panagiota Filippou
Giampiero Marra
Rosalba Radice
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PDF
Chat
Applying Spatial Copula Additive Regression to Breast Cancer Screening Data
2017
Elisa Duarte
Bruno de Sousa
Carmén Cadarso-Suårez
Jenifer EspasandĂn-DomĂnguez
Ăscar LadoâBaleato
Giampiero Marra
Rosalba Radice
VĂtor Rodrigues
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PDF
Chat
A Simultaneous Equation Approach to Estimating HIV Prevalence With Nonignorable Missing Responses
2016
Giampiero Marra
Rosalba Radice
Till BĂ€rnighausen
Simon N. Wood
Mark E. McGovern
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A Bivariate Copula Additive Model for Location, Scale and Shape
2016
Giampiero Marra
Rosalba Radice
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A Simultaneous Equation Approach to Estimating HIV Prevalence with Non-Ignorable Missing Responses
2016
Giampiero Marra
Rosalba Radice
Till BĂ€rnighausen
Simon N. Wood
Mark E. McGovern
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PDF
Chat
Copula Regression Spline Sample Selection Models: The<i>R</i>Package<b>SemiParSampleSel</b>
2016
Magorzata Wojty's
Giampiero Marra
Rosalba Radice
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A Bivariate Copula Additive Model for Location, Scale and Shape
2016
Giampiero Marra
Rosalba Radice
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Adjusting for non-participation bias at an HIV surveillance site in rural South Africa
2015
Mark E. McGovern
Giampiero Marra
Rosalba Radice
David Canning
Marie-LouĂŹse Newell
Till BĂ€rnighausen
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PDF
Chat
Copula regression spline models for binary outcomes
2015
Rosalba Radice
Giampiero Marra
MaĆgorzata WojtyĆ
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PDF
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Regression spline bivariate probit models: A practical approach to testing for exogeneity
2015
Giampiero Marra
Rosalba Radice
Panagiota Filippou
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On the assumption of joint normality in selection models: a copula based approach applied to estimating HIV prevalence
2015
Mark E. McGovern
Till BĂ€rnighausen
Giampiero Marra
Rosalba Radice
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On the Assumption of Bivariate Normality in Selection Models
2015
Mark E. McGovern
Till BĂ€rnighausen
Giampiero Marra
Rosalba Radice
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A Unified Modeling Approach to Estimating HIV Prevalence in Sub-Saharan African Countries â
2015
Giampiero Marra
Rosalba Radice
Till BĂ€rnighausen
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On the Assumption of Bivariate Normality in Selection Models: A Copula Approach Applied to Estimating HIV Prevalence
2015
Mark E. McGovern
Till BĂ€rnighausen
Giampiero Marra
Rosalba Radice
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Testing for the absence of unobserved confounding inSemiparametric Bivariate Probit Models
2014
Rosalba Radice
Giampiero Marra
Sonia Missiroli
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PDF
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Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching
2014
Noémi Kreif
Susan Gruber
Rosalba Radice
Richard Grieve
Jasjeet S. Sekhon
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PDF
Chat
A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients
2014
Francesca Ieva
Giampiero Marra
Anna Maria Paganoni
Rosalba Radice
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Regression-adjusted matching and double-robust methods for estimating average treatment effects
2013
Noémi Kreif
Richard Grieve
Rosalba Radice
Jasjeet S. Sekhon
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Regression-adjusted matching and double-robust methods for estimating average treatment effects in health economic evaluation
2013
Noémi Kreif
Richard Grieve
Rosalba Radice
Jasjeet S. Sekhon
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PDF
Chat
Testing the hypothesis of absence of unobserved confounding in semiparametric bivariate probit models
2013
Giampiero Marra
Rosalba Radice
Silvia Missiroli
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PDF
Chat
Estimation of a Semiparametric Recursive Bivariate Probit Model with Nonparametric Mixing
2013
Giampiero Marra
ÎΔÏÏÎłÎčÎżÏ Î Î±ÏαγΔÏÏγίοÏ
Rosalba Radice
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PDF
Chat
A penalized likelihood estimation approach to semiparametric sample selection binary response modeling
2013
Giampiero Marra
Rosalba Radice
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Estimation of a regression spline sample selection model
2012
Giampiero Marra
Rosalba Radice
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Estimating the Relationship Between Women's Education and Fertility in Botswana by Using an Instrumental Variable Approach to Semiparametric Expectile Regression
2012
Fabian Sobotka
Rosalba Radice
Giampiero Marra
Thomas Kneib
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Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses That Use Observational Data
2012
Noémi Kreif
Richard Grieve
Rosalba Radice
Zia Sadique
Roland R. Ramsahai
Jasjeet S. Sekhon
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PDF
Chat
Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach
2012
Rosalba Radice
Roland R. Ramsahai
Richard Grieve
Noémi Kreif
Zia Sadique
Jasjeet S. Sekhon
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A flexible instrumental variable approach
2011
Giampiero Marra
Rosalba Radice
+
PDF
Chat
Estimation of a semiparametric recursive bivariate probit model in the presence of endogeneity
2011
Giampiero Marra
Rosalba Radice
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Penalised regression splines: theory and application to medical research
2008
Giampiero Marra
Rosalba Radice
Common Coauthors
Coauthor
Papers Together
Giampiero Marra
51
Mark E. McGovern
8
Thomas Kneib
7
Eva Cantoni
6
Alessia Eletti
5
Richard Grieve
5
Jasjeet S. Sekhon
5
Noémi Kreif
5
Till BĂ€rnighausen
4
Nadja Klein
4
Robinson Dettoni
3
Till BĂ€rnighausen
3
Panagiota Filippou
3
Setareh Ranjbar
3
William H. Aeberhard
3
Katia Jaton
2
Roland R. Ramsahai
2
Slawa Rokicki
2
Carmen CadarsoâSuĂĄrez
2
Ăscar LadoâBaleato
2
Simon N. Wood
2
ValĂ©rie ChavezâDemoulin
2
MaĆgorzata WojtyĆ
2
Jenifer EspasandĂn-DomĂnguez
2
Zia Sadique
2
Anna Maria Paganoni
1
Marie-LouĂŹse Newell
1
Bear Braumoeller
1
ÎΔÏÏÎłÎčÎżÏ Î Î±ÏαγΔÏÏγίοÏ
1
Francisco Gudé
1
Bruno de Sousa
1
Chavez-Demoulin Valérie
1
Francesca Ieva
1
Sonia Missiroli
1
Andreas Groll
1
Danilo Petti
1
Manuel Gomes
1
Manuela Quaresma
1
Alessio Farcomeni
1
David M. Zimmer
1
Silvia Missiroli
1
VĂtor Rodrigues
1
Fabian Sobotka
1
Katia JatonâOgay
1
Magorzata Wojty's
1
Elisa Duarte
1
Arturo GonzĂĄlezâQuintela
1
Marra Giampiero
1
Jose Camarena Brenes
1
Hendrik van der Wurp
1
Commonly Cited References
Action
Title
Year
Authors
# of times referenced
+
Generalized Additive Models: An Introduction with R, Second Edition
2017
Simon N. Wood
21
+
PDF
Chat
Coverage Properties of Confidence Intervals for Generalized Additive Model Components
2012
Giampiero Marra
Simon N. Wood
15
+
PDF
Chat
Flexible smoothing with B-splines and penalties
1996
Paul H.C. Eilers
Brian D. Marx
15
+
PDF
Chat
Generalized Additive Models for Location, Scale and Shape
2005
Robert A. Rigby
D. M. Stasinopoulos
13
+
PDF
Chat
Copula regression spline models for binary outcomes
2015
Rosalba Radice
Giampiero Marra
MaĆgorzata WojtyĆ
12
+
PDF
Chat
Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
2004
Simon N. Wood
12
+
PDF
Chat
Estimation of a semiparametric recursive bivariate probit model in the presence of endogeneity
2011
Giampiero Marra
Rosalba Radice
11
+
PDF
Chat
A Simultaneous Equation Approach to Estimating HIV Prevalence With Nonignorable Missing Responses
2016
Giampiero Marra
Rosalba Radice
Till BĂ€rnighausen
Simon N. Wood
Mark E. McGovern
9
+
Varying-Coefficient Models
1993
Trevor Hastie
Robert Tibshirani
9
+
PDF
Chat
Semiparametric Modeling and Estimation of Instrumental Variable Models
2007
Siddhartha Chib
Edward Greenberg
9
+
Dummy Endogenous Variables in a Simultaneous Equation System
1977
James J. Heckman
8
+
Bayesian âConfidence Intervalsâ for the Cross-Validated Smoothing Spline
1983
Grace Wahba
8
+
PDF
Chat
On p-values for smooth components of an extended generalized additive model
2012
Simon N. Wood
8
+
Correcting HIV Prevalence Estimates for Survey Nonparticipation Using Heckman-type Selection Models
2010
Till BĂ€rnighausen
Jacob Bor
Speciosa Wandira-Kazibwe
David Canning
8
+
PDF
Chat
Smoothing Spline ANOVA Models
2013
Chong Gu
8
+
Penalised regression splines: theory and application to medical research
2008
Giampiero Marra
Rosalba Radice
8
+
Fonctions de répartition à N dimensions et leurs marges
1959
Michael Sklar
8
+
Estimation of Semiparametric Models in the Presence of Endogeneity and Sample Selection
2009
Siddhartha Chib
Edward Greenberg
Ivan Jeliazkov
7
+
PDF
Chat
Shape constrained additive models
2014
Natalya Pya
Simon N. Wood
7
+
PDF
Chat
Dummy Endogenous Variables in a Simultaneous Equation System
1978
James J. Heckman
7
+
Modeling Dependence with C- and D-Vine Copulas: The<i>R</i>Package<b>CDVine</b>
2013
Eike Christian Brechmann
Ulf Schepsmeier
7
+
A flexible instrumental variable approach
2011
Giampiero Marra
Rosalba Radice
7
+
An Introduction to Copulas
1999
Roger B. Nelsen
7
+
PDF
Chat
Copula Link-Based Additive Models for Right-Censored Event Time Data
2019
Giampiero Marra
Rosalba Radice
6
+
Some Aspects of the Spline Smoothing Approach to Non-Parametric Regression Curve Fitting
1985
B. W. Silverman
6
+
Parametric and penalized generalized survival models
2016
Xingrong Liu
Yudi Pawitan
Mark Clements
6
+
Identification of multiple equation probit models with endogenous dummy regressors
2000
Joachim Wilde
6
+
Smoothing noisy data with spline functions
1975
Grace Wahba
6
+
PDF
Chat
A penalized likelihood estimation approach to semiparametric sample selection binary response modeling
2013
Giampiero Marra
Rosalba Radice
6
+
PDF
Chat
Generalized monotonic regression based on B-splines with an application to air pollution data
2006
Florian Leitenstorfer
Gerhard Tutz
6
+
Smoothing Spline ANOVA Models
2002
Chong Gu
6
+
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach
2015
Nadja Klein
Thomas Kneib
6
+
Smoothing noisy data with spline functions
1978
Peter G. Craven
Grace Wahba
5
+
Using Trivariate Copulas to Model Sample Selection and Treatment Effects
2005
David M. Zimmer
Pravin K. Trivedi
5
+
PDF
Chat
Modelling sample selection using Archimedean copulas
2003
Murray Smith
5
+
Bayesian Geoadditive Sample Selection Models
2010
Manuel Wiesenfarth
Thomas Kneib
5
+
Gaussian Markov Random Fields
2005
HĂ„vard Rue
Leonhard Held
5
+
PDF
Chat
Bayesian Structured Additive Distributional Regression for Multivariate Responses
2014
Nadja Klein
Thomas Kneib
Stephan Klasen
Stefan Lang
5
+
Detecting and Statistically Correcting Sample Selection Bias
2004
Gary S. Cuddeback
Elizabeth Wilson
John G. Orme
Terri CombsâOrme
4
+
Cross-Validating Non-Gaussian Data
1992
Chong Gu
4
+
Nonparametric Estimation of Sample Selection Models
2003
Mitali Das
Whitney K. Newey
Francis Vella
4
+
Bayesian Confidence Intervals for Smoothing Splines
1988
Douglas Nychka
4
+
Penalized spline smoothing in multivariable survival models with varying coefficients
2004
Göran Kauermann
4
+
PDF
Chat
Thin Plate Regression Splines
2003
Simon N. Wood
4
+
PDF
Chat
The central role of the propensity score in observational studies for causal effects
1983
Paul R. Rosenbaum
Donald B. Rubin
4
+
PDF
Chat
A simple test for random effects in regression models
2013
Simon N. Wood
4
+
A Heckman Selection-<i>t</i>Model
2012
Yulia Marchenko
Marc G. Genton
4
+
Enjoy the Joy of Copulas: With a Package<b>copula</b>
2007
Jun Yan
4
+
Flexible Copula Density Estimation with Penalized Hierarchical Bâsplines
2013
Göran Kauermann
Christian Schellhase
David Ruppert
4
+
Semiparametric Gaussian copula models: Geometry and efficient rank-based estimation
2014
Johan Segers
Ramon Van den Akker
Bas J. M. Werker
4