Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain
Información General
- Autores: Itziar Irigoien Garbizu (ed. lit.)
, Dae-Jin Lee (ed. lit.) , Joaquín Martínez Minaya (ed. lit.), María Xosé Rodríguez Álvarez (ed. lit.) - Editores: Universidad del País Vasco = Euskal Herriko Unibertsitatea, Servicio Editorial = Argitalpen Zerbitzua
- Año de publicación: 2020
- País: España
- Idioma: inglés
- ISBN: 978-84-1319-267-3
- Recoge los contenidos presentados a: International Workshop on Statistical Modelling (35. 2020. Bilbao).
- Enlaces
Resumen
The InternationalWorkshop on Statistical Modelling (IWSM) is a reference workshop in promoting statistical modelling, applications of Statistics for researchers, academics and industrialist in a broad sense. Unfortunately, the global COVID-19 pandemic has not allowed holding the 35th edition of the IWSM in Bilbao in July 2020. Despite the situation and following the spirit of the Workshop and the Statistical Modelling Society, we are delighted to bring you the proceedings book of extended abstracts.
First, we would like to thank all the authors for their scientific contributions and congratulate them for the high quality of the extended abstracts. To keep the spirit of the IWSM, we have compiled them into two parts: Part I with those extended abstracts selected for oral presentations and Part II for poster presentations. A total number of 135 extended abstracts were submitted, with 62 extended abstracts chosen for oral presentation and 73 for poster presentation. From those, a total of 97 authors have given their consent for their extended abstracts to be included in the proceedings.
Otros catálogos
Listado de artículos
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Part I
Hidden Markov models for multi-scale time series: an application to stock market data
Timo Adam, Lennart Oelschlger
págs. 2-7
Multivariate conditional dependence: the effect of institutional quality on competitiveness indicator relations
Jone Ascorbebeitia Bilbatua, Eva Ferreira García
, Susan Orbe Mandaluniz págs. 8-13
Tree-based modeling of discrete subdistribution hazards
Moritz Berger, Matthias Schmid
págs. 14-18
Variational bayesian inference for sparsehigh–dimensional graphical–VAR models
Nicolas Bianco, Mauro Ignacio Bernardi, Daniele Bianchi
págs. 19-24
Modelling the effect of rural electrification on employment via component-wise boosted causal distributional regression
Guillermo Briseño Sánchez, Andreas Groll
págs. 25-30
Hazard smoothing along two time scales
Angela Carollo, Hein Putter, Paul H. C. Eilers, Jutta Gampe
págs. 31-34
Non-stationary spatial model for the distribution of Xylella fastidiosa in Alicante.
M. Cendoya, Ana Hubel, Antonio Vicent Civera
, David Valentín Conesa Guillén págs. 35-38
Bayesian Structured Antedependence Model Proposals for Longitudinal Data
Edilberto Cepeda Cuervo
, Vicente A. Núñez Antón págs. 39-44
Bayesian concurrent functional regression for sparse data.
Beatrice Charamba, J. Simkin
págs. 45-50
Invariance and the forecasting of mortality II: Standard errors
I. D. Currie
págs. 51-54
Improved statistical emulation for a soft-tissue cardiac mechanical model
David Dalton, Dirk Husmeier
págs. 55-60
págs. 61-66
Modelling proposals in competing risk studies: empirical likelihood approaches to compare different risks
Hammou El Barmi, Vicente A. Núñez Antón
págs. 67-72
A new model for multivariate functional data classification with application to the prediction of difficulty in web surveys using mouse movement trajectories
Amanda Fernández Fontelo, Felix Henninger, Pascal J. Kieslich, Frauke Kreuter, Sonja Greven
págs. 73-78
A computationally efficient estimator for large clustered non-Gaussian data
Alvaro J. Flórez, Geert Molenberghs
, Geert Verbeke, Pavlos Mamouris, Bert Vaespágs. 79-84
págs. 85-90
Inference for the overlap coefficient based on P-splines and Dirichlet process mixtures
Javier E. Garrido Guillén, Vanda Inácio
, María Xosé Rodríguez Álvarezpágs. 91-95
Deducing neighborhoods of classes from a fitted classification model
Alexander Gerharz, Andreas Groll, Gunther Schauberger
págs. 96-101
Median bias reduction in cumulative link models
Vincenzo Gioia, Euloge Clovis Kenne Pagui, Alessandra Salvan
págs. 102-107
Addressing cluster-constant covariates inmixed effects models via likelihood-based boosting techniques
Colin Griesbach, Andreas Groll, Elisabeth Waldmann
págs. 108-113
Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes
Maike Hohberg, Francesco Donat, Giampiero Marra, Thomas Kneib
págs. 114-119
Closed-loop effects in coupling cardiac physiological models to clinical interventions
Dirk Husmeier, L. Mihaela Paun
págs. 120-125
Genome-Wide Association Studies:: a distance-based approach
Itziar Irigoien Garbizu
, Bru Cormand Rifa, María Soler Artigas, Cristina Sánchez Mora, Josep Antoni Ramos-Quiroga , Concepción Arenas Solá págs. 126-130
Multivariate conditional transformation models
Thomas Kneib
, Nadja Klein, Torsten Hothornpágs. 131-136
Percentiles curves based on multivariate conditional transformation models.Application to diabetes
Óscar Lado Baleato, Carmen María Cadarso Suárez
, Thomas Kneib , Francisco Gude Sampedro págs. 137-141
Multivariate distributional regression forests for probabilistic nowcasting of wind profiles
Moritz Lang, Georg von Mayr, Lisa Schlosser, Thorsten Simon, Reto Stauffer, Achim Zeileis
págs. 142-147
Multivariate bayesian latent structure modeling of spatio-temporal health data
Andrew B. Lawson, Daniel R. Baer, Jane E. Joseph
págs. 148-152
Density-on-scalar regression models with an application in gender economics
Eva-Maria Maier, Almond Stöcker, Bernd Fitzenberger, Sonja Greven
págs. 153-158
Introducing non-stationarity to wrapped gaussian spatial responses with an application to wind direction
Nadja Klein, Thomas Kneib
, Isa Marquespágs. 159-164
Continuous-time modelling of the hot hande effect in basketball free throws
Sina Mews, Marius Ötting, Houda Yaqine, Roland Langrock
págs. 165-168
New statistical model for misreported data
David Moriña Soler
, Amanda Fernández Fontelo, Alejandra Cabaña , Pere Puig Casado págs. 169-174
Regularisation in hidden markov models with an application to football data
Marius Ötting, Andreas Groll
págs. 175-180
págs. 181-184
Disease mapping method comparing the spatial distribution of a disease with a control disease
Oana Petrof, Thomas Neyens, Maren Vranckx, Valerie Nuyts, Kristiaan Nackaerts, Benoit Nemery, Christel Faes
págs. 185-188
Flexible estimation of the state dwell-time distribution in hidden semi-markov models
Jennifer Pohle, Timo Adam, Roland Langrock, Larissa Beumer
págs. 189-193
Growth curves for multiple-output response variables via Bayesian quantile regression models
Thomas Kneib
, Bruno Santos, Agatha Rodriguespágs. 194-199
Multivariate ordinal random effects models including subject and group specific response style effects
Gerhard Tutz, Gunther Schauberger
págs. 200-203
Intensity estimation on geometric networks with penalized splines
Marc Schneble, Göran Kauermann
págs. 204-209
págs. 210-215
Elastic analysis of irregularly and sparsely sampled curves
Lisa Steyer, Almond Stöcker, Sonja Greven
págs. 216-221
Dynamic bayesian clustering of sport activities
Stival Mattia, Bernardi Mauro
págs. 222-227
A coupled hidden markov model for daily rainfall at multiple sites
Oliver Stoner, Theo Economou
págs. 228-232
Enhanced variable selection for distributional regression
Annika Strömer, Leonie Weinhold, Christian Staerk, Stefanie Titze, Nadja Klein, Andreas Mayr
págs. 233-237
Trung Dung Tran, Emmanuel Lesaffre, Geert Verbeke, Geert Molenberghs
págs. 238-241
A generalised joint count data regression framework for modelling football scores
Hendrik van der Wurp, Andreas Groll, Thomas Kneib
, Giampiero Marra, Rosalba Radicepágs. 242-247
Bayesian modelling of treatment effects on panel outcomes
Helga Wagner, Sylvia Frühwirth-Schnatter, Liana Jacobi
págs. 248-253
Multivariate spatial models for lattice data in complex surveys
Kevin Watjou, Christel Faes
págs. 254-258
A horseshoe based prior for shrinkage towards a predefined parametric subspace.
Paul Wiemann, Thomas Kneib
págs. 259-264
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Part II
Statistical modelling of habitat selection
Shaykhah Aldossari, Jason Matthiopoulos, Dirk Husmeier
págs. 265-269
Stochastic Profiling of mRNA counts using HMC
Lisa Amrhein, Christiane Fuchs
págs. 270-273
A bayesian naïve bayes classifier for dating archaeological sites
Carmen Armero Cervera
, Gonzalo García Donato, Joaquín Jiménez Puerto, Salvador Pardo Gordó, Joan Bernabeu Aubán págs. 274-277
A sensitivity analysis and error bounds for the adaptive lasso
Tathagata Basu, Jochen Einbeck, Matthias C.M. Troffaes
págs. 278-281
Penalised complexity priors for copula estimation
Diego Battagliese, Clara Grazian, Brunero Liseo
, Cristiano Villapágs. 282-285
Practical consistent estimation of the structural parameters of true fixed-effects stochastic frontier models
Ruggero Bellio, Luca Grassetti
págs. 286-289
Correction for the shrinkage effect in gaussian graphical models
Victor Guryev, Rainer Bischoff, Péter Horvatovich, Marco Grzegorczyk, Victor Bernal
págs. 290-293
Uncertainty propagation in shrinkage-based partial correlations
Victor Bernal, Victor Guryev, Rainer Bischoff, Péter Horvatovich, Marco Grzegorczyk
págs. 294-297
Modelling the impact of spatial proximity on scientific collaboration networks
Hannah Busen, Christiane Fuchs
págs. 298-301
Bayesian shared-parameter models for analysing sardine fishing in the Mediterranean Sea
Gabriel F. Calvo, Carmen Armero Cervera
, María G. Pennino , Luigi Speziapágs. 302-305
Comparison of experimental designs for normal and gamma distributions
Víctor Manuel Casero Alonso
, Sergio Pozuelo Campos, Mariano Amo Salas págs. 306-309
Sensitivity analysis approaches to investigate uncertainty in process-based models, with application to aquaculture
Michael Currie, Claire Miller, Marian Scott, Alan Hills
págs. 310-313
Spatial seismic point pattern analysis with integrated nested laplace approximation
Nicoletta D'Angelo, Antonino Abbruzzo, Giada Adelfio
págs. 314-317
Nonstationary, nonparametric, nonseparable bayesian spatio-temporal modeling using kernel convolution of order based dependent dirichlet process
Moumita Das, Sourabh Bhattacharya
págs. 318-321
I-optimal designs for antoines equation: A genetic algorithm approach
Carlos de la Calle Arroyo, Miguel Ángel González Fernández
, Jesús López Fidalgo , Licesio Jesús Rodríguez Aragón págs. 322-325
Joint analysis of nonlinear longitudinal and time-to-event data: application to predicting pregnancy outcomes
Rolando de la Cruz Mesia, Marc Lavielle, Cristian Meza, Vicente A. Núñez Antón
págs. 326-329
A multivariate geometric distribution for lifetimes of n-components series systems
Ricardo Puziol de Oliveira, Jorge Alberto Achcar
págs. 330-333
On the selection of number of knots in linear regression splines with free-knots
Gioia Di Credico, Francesco Pauli, Nicola Torelli
págs. 334-337
Looking for growth curves in the situation designed by francois cretté de palluel (1788)
Antoine Falguerolles
págs. 338-341
Modeling Mothers' yearly earnings after returning from maternity leave with a bayesian distributional regression model
Tim Föckersperger, Helga Wagner
págs. 342-345
Analyzing likert-type data using penalized non-linear principal components analysis
Aisouda Hoshiyar
págs. 346-349
Bayesian inference for modelling the uncertainty by a mixture model for rating data
Maria Iannario, Claudia Tarantola
págs. 350-353
The determinants of discards in fisheries:: A country approach with GAMs methodology
Belén Inguanzo Lorenzo, María José Gutiérrez Huerta
, Susan Orbe Mandaluniz págs. 354-357
Goodness of fit for complete andright-censored data. The R package gofcens.
Klaus Langohr
, Mireia Besalú Mayol, Guadalupe Gómez Melis págs. 358-361
Early diagnosis of sepsis from clinical data using the competing risk approach
Ardo van den Hout, Xinyi Liu
págs. 362-365
Site `dumpability': Where is illegal dumping in forests, and does signage help reduce it?
Cameron Williams, Tobias Probst, Vicki Hall, Samantha Low-Choy, Daniela Vasco
págs. 366-369
Relevance of semantic-enriched in information retrieval nodels
Kenan M Matawie, Sargon Hasso
págs. 370-373
Bayesian Spatial Conditional Overdispersion Models: Application to infant mortality
Mabel Morales Otero, Vicente A. Núñez Antón
págs. 374-377
págs. 378-381
Cholesky-based multivariate gaussian regression
Thomas Muschinski, Georg von Mayr, Thorsten Simon, Achim Zeileis
págs. 382-385
Bayesian hierarchical modelling of stellar clusters
Javier Olivares Romero, Hervé Bouy
, Luis Manuel Sarro , E. Moraux, Ángel Berihuete Macíaspágs. 386-389
Joint model for bivariate responses using left-truncated data in aging research
Shengning Pan, Ardo van den Hout
págs. 390-393
Spatio-temporal and hierarchical modelling of high-throughput phenotypic data
Fred A. Van Eeuwijk, Emilie J. Millet, Martin P. Boer, María Xosé Rodríguez Álvarez, Diana Marcela Pérez Pérez
págs. 394-397
Design of truncated repetitive sampling plan for poisson count data using expected sampling risks
Carlos J. Pérez González
, Arturo Javier Fernández Rodríguez págs. 398-401
Hidden markov models incorporating covariates for daily rainfall time series
Nadarajah Ramesh, Gayatri Rode
págs. 402-405
Spatial Clustering via the Cross Entropy Method
Nishanthi Raveendran, G. Y. Sofronov, David Bulger
págs. 406-409
Complex covariance structure: optimal sampling for an efficient estimation
págs. 410-413
Bayesian modelling of complex functional forms
Bijit Roy, Emmanuel Lesaffre
págs. 414-417
Spatial bayesian geo-additive modelling and prediction soil texture mapping in the Basque Country
Miguel Rua del Barrio, Joaquín Martínez Minaya, Lore Zumeta Olaskoaga, Ainara Artetxe Aranaz, Nahia Gartzia Bengoetxea, Ander Arias González, Dae-Jin Lee
págs. 418-421
A semi-latent class model for estimating the time of differentiation of cognitive decline between cases and controls
C. Segalàs, Hélène Jacqmin-Gadda
págs. 422-425
A fexible marginal rate model for recurrent events with a zero-recurrence proportion
Ivo Sousa-Ferreira, Cristina Rocha, Ana Maria Abreu
págs. 426-429
Estimation of the transition probabilities condition on repeated measures in multi-state models
Gustavo Soutinho, Luís Meira Machado
, Pedro Oliveirapágs. 430-433
Robust statistical boosting with quantile-based loss functions
Jan Speller, Christian Staerk, Andreas Mayr
págs. 434-437
Flexible amputation models for investigating missing data
Christian Staerk, Linda Müller, Andreas Mayr
págs. 438-441
Neural network classification of movement patterns in a virtual reality experiment
Frederike Vogel, Nils Vahle, Jan Gertheiss, Martin J. Tomasik
págs. 442-445
The (in)stability of bayesian model selection criteria in disease mapping
Maren Vranckx, Thomas Neyens, Christel Faes
págs. 446-449
Visualization techniques for semiparametric APC analysis - using generalized additive models to examine touristic travel distances
Maximilian Weigert, Alexander Bauer, Johanna Gernert, Marion Karl, Helmut Küchenhoff, Jürgen Schmude
págs. 450-453
Bias induced during the estimation of quality-adjusted life-years
Alexandra Welsh, Deborah A. Costain, Andrew C. Titman
págs. 454-458
Hierarchical species distribution modelling across high dimensional nested spatial scales
Craig Wilkie, Jafet Belmont, Claire Miller, Marian Scott, Tom August, Philip Taylor
págs. 459-462
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