Scientific programme


All times are CEST (Central European Summer Time)

Monday, July 19th

15:00-15:10

Welcome

15:10-16:10

 Invited Session I. Chair: Dae-Jin Lee

 

María Durbán (Professor of Statistics. University Carlos III of Madrid, Spain). A general framework for prediction in generalized additive mixed models.

16:10-16:50

Contributed Session I. Chair: Dae-Jin Lee

16:10-16:30

Angela Carollo, Hein Putter, Paul H. C. Eilers, Jutta Gampe. Hazard smoothing along two time scales.

16:30-16:50

Javier E. Garrido Guillén, Vanda Inácio, María Xosé Rodríguez– Álvarez. Inference for the overlap coefficient based on P-splines and Dirichlet process mixtures.

16:50-17:00

 Break

17:00-18:00

 Contributed Session II. Chair: Itziar Irigoien

17:00-17:20

Beatrice Charamba, Andrew J Simpkin. Bayesian concurrent functional regression for sparse data.

17:20-17:40

Eva-Maria Maier, Almond Stöcker , Bernd Fitzenberger, Sonja Greven-Density-on-Scalar Regression Models with an Application in Gender Economics

17:40-18:00

Isa Marques, Nadja Klein, Thomas Kneib. Introducing non-stationarity to wrapped Gaussian spatial responses with an application to wind direction.

 

Tuesday, July 20th

15:00-16:00

 Invited Session II. Chair: Jochen Einbeck

 

Stijn Vansteelandt (Professor of Statistics. Ghent University, Belgium). Assumption-lean Inference for Generalised Linear Model Parameters

16:00-16:40

Contributed Session III. Chair: Jochen Einbeck

16:00-16:20

Guillermo Briseño Sanchez, Andreas Gröll. Modelling the effect of rural electrification on employment via component-wise boosted causal distributional regression.

16:20-16:40

Annika Strömer, Leonie Weinhold, Christian Staerk, Stefanie Titze, Nadja Klein, Andreas Mayr. Enhanced variable selection for distributional regression.

16:40-16:50

 Break

16:50-18:10

 Contributed Session IV. Chair: Sabine Schnabel

16:50-17:10

Alexander Gerharz, Andreas Gröll, Gunther Schauberger. Deducing neighborhoods of classes from a fitted classification model.

17:10-17:30

Stival Mattia, Bernardi Mauro. Dynamic Bayesian clustering of sport activities.

17:30-17:50

Sina Mews, Marius Ötting, Houda Yaqine, Roland Langrock. Continuous-time modelling of the hot hand effect in basketball free throws.

17:50-18:10

Hendrik van der Wurp, Andreas Groll, Thomas Kneib, Giampiero Marra, Rosalba Radice. A Generalised Joint Count Data Regression Framework for Modelling Football Scores.

 

Wednesday, July 21st

 

10:00-17:00

 Scientific Course (ONLY FOR REGISTERED PARTICIPANTS)

 

 Virgilio Gómez-Rubio (Universidad de Castilla la Mancha, Spain).  Approximate Bayesian inference for spatio-temporal models.

10:00-13:00

Scientific Course Part I

13:00-15:00

Break

15:00-17:00

Scientific Course Part II

17:10-18:40

Poster Session (3 min. presentation, followed by 4min. Q&A). Chairs: Irantzu Barrio/Joaquin Martinez Minaya

 

  1. Nicoletta D’Angelo, Antonino Abbruzzo, Giada Adelfio. Spatial seismic point pattern analysis with Integrated Nested Laplace Approximation
  2. Carlos de la Calle-Arroyo, Miguel Ángel González Fernández, Jesús López-Fidalgo, Licesio J. Rodrııguez-Aragón. I-optimal designs for Antoines equation: A genetic algorithm approach.
  3. Belén Inguanzo, María-José Gutiérrez, Susan Orbe. The determinants of discards in fisheries: A country approach with GAMs methodology.
  4. Mabel Morales Otero, Vicente Núñez-Antón. Bayesian Spatial Conditional Overdispersion Models: Application to infant mortality
  5. Shengning Pan, Ardo van den Hout. Joint model for bivariate responses using left-truncated data in aging research.
  6. Diana M. Pérez, María Xosé Rodríguez-Álvarez, Martin P. Boer, Emilie J. Millet, Fred A. van Eeuwijk. Spatio-temporal and hierarchical modelling of high-throughput phenotypic data.
  7. Ivo Sousa-Ferreira, Cristina Rocha, Ana Maria Abreu. A flexible marginal rate model for recurrent events with a zero-recurrence proportion.
  8. Gustavo Soutinho, Luís Meira-Machado, Pedro Oliveira. Estimation of the Transition Probabilities condition on repeated measures in Multi-state models.
  9. Jan Speller, Christian Staerk, Andreas Mayr. Robust statistical boosting with quantile-based loss functions.
  10. Maximilian Weigert, Alexander Bauer, Johanna Gernert, Marion Karl, Helmut Küchenhoff, Jürgen Schmude. Visualization techniques for semiparametric APC analysis – Using Generalized Additive Models to examine touristic travel distances.
  11. Alexandra Welsh, Deborah A. Costain, Andrew C. Titman. Bias induced during the estimation of quality-adjusted life-years

 

Thursday, July 22nd

15:00-16:00

 Invited Session III. Chair: Maria Xose Rodriguez Alvarez

 

 Monstserrat Fuentes (President. Professor of Mathematics. St. Edward's University, USA)Spatial Statistical Modelling of Neuroimaging Data

16:00-16:40

Contributed Session V. Chair: Maria Xose Rodriguez Alvarez

16:00-16:20

Paul Wiemann, Thomas Kneib. A horseshoe based prior for shrinkage towards a predefined parametric subspace.

16:40-16:40

Martina Cendoya, Ana Hubel, Antonio Vicent, David Conesa. Non-stationary spatial model for the distribution of Xylella fastidiosa in Alicante.

16:40-16:50

 Break

16:50-18:10

 Contributed Session VI. Chair: Nicola Torelli

16:50-17:10

Marc Schneble, Göran Kauermann. Intensity Estimation on Geometric Networks with Penalized Splines.

17:10-17:30

Marius Ötting, Andreas Gröll. Regularisation in hidden Markov models with an application to football data.

17:30-17:50

Lisa Steyer, Almond Stöcker, Sonja Greven. Elastic analysis of irregularly and sparsely sampled curves.

17:30-18:10

Jennifer Pohle, Timo Adam, Roland Langrock, Larissa Beumer. Flexible estimation of the state dwell-time distribution in hidden semi-Markov models.

 

Friday, July 23nd

15:00-16:00

 Invited Session IV. Chair: Cécile Proust-Lima

 

 Virginie Rondeau (Directeur de Recherche, INSERM Bordeaux, France). The use of joint modelling to validate surrogate failure-time endpoints.

16:00-16:40

Contributed Session VII. Chair: Cécile Proust-Lima

16:00-16:20

Trung Dung Tran, Emmanuel Lesaffre, Geert Verbeke, Geert Molenberghs. Serial correlation structures in latent linear mixed models for analysis of multivariate longitudinal ordinal responses.

16:40-16:40

Jone Ascorbebeitia, Eva Ferreira, Susan Orbe. Multivariate conditional dependence. The effect of institutional quality on competitiveness indicator relations.

16:40-16:50

 Break

16:50-18:10

 Contributed Session VIII. Chair: Vito Muggeo

16:50-17:10

Nicolas Bianco, Mauro Bernardi, Daniele Bianchi. Variational Bayesian inference for sparse high–dimensional Graphical–VAR models.

17:10-17:30

Moritz N. Lang, Georg J. Mayr, Lisa Schlosser, Thorsten Simon, Reto Stauffer, Achim Zeileis. Multivariate distributional regression forests for probabilistic nowcasting of wind profiles.

17:30-17:50

Timo Adam, Lennart Oelschlger. Hidden Markov models for multi-scale time series: an application to stock market data.

17:50-18:10

 Bye bye IWSM 2021 and Welcome IWSM 2022

 

 

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