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_posts/events/2024-01-22-vibass7/2024-01-22-vibass7-course.md
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--- | ||
layout: page | ||
title: "VIBASS7 - Invited Course" | ||
subheadline: "Bayesian modelling for economic evaluation of healthcare interventions" | ||
meta_teaser: "VIBASS7 Invited Course" | ||
#teaser: VIBASS7 Invited Course | ||
header: | ||
title: VIBASS 7 | ||
image_fullwidth: header_vibass18.png | ||
# caption: VIBASS 7 is full. Register on the waiting list. | ||
caption: Registration and call for papers | ||
caption_url: https://congresos.adeituv.es/VIBASS7/inscripcion/ | ||
image: | ||
thumb: widget_vibass7.png | ||
homepage: vibass7.jpg | ||
categories: events | ||
--- | ||
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This course (12 hours) is provided by [__Dr. Gianluca Baio__](https://gianluca.statistica.it/books/bmhe/) (University College London, England). He is author of the books [_Bayesian Methods in Pharmaceutical Research_](https://gianluca.statistica.it/books/bmpr/), [_Bayesian Cost-Effectiveness Analysis with the R package BCEA_](https://gianluca.statistica.it/books/bcea/) and [_Bayesian Methods in Health Economics_](https://gianluca.statistica.it/books/bmhe/). | ||
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![image]({{ site.urlimg }}gianluca-baio.jpg) | ||
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<!-- - Target audience | ||
Statisticians and applied researchers with strong interest applications of Hidden Markov Models (HMMs), particularly in ecology. No previous experience with `Nimble` or Bayesian statistics is assumed, but knowledge of `R` is required. --> | ||
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- Abstract | ||
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TBA | ||
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<!-- - Training materials | ||
Materials for the course are freely available on line at: | ||
[https://oliviergimenez.github.io/bayesian-cr-workshop/](https://oliviergimenez.github.io/bayesian-cr-workshop/) --> | ||
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_posts/events/2024-01-22-vibass7/2024-01-22-vibass7-intro.md
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--- | ||
layout: page | ||
title: "VIBASS7 - Basic Course" | ||
subheadline: "Introduction to Bayesian Learning" | ||
meta_teaser: "VIBASS7 Basic Course" | ||
teaser: VIBASS7 Basic Course | ||
header: | ||
title: VIBASS 7 | ||
image_fullwidth: header_vibass18.png | ||
# caption: VIBASS 7 is full. Register on the waiting list. | ||
caption: Registration form | ||
caption_url: https://congresos.adeituv.es/VIBASS7/inscripcion/ | ||
image: | ||
thumb: widget_vibass7.png | ||
homepage: vibass7.jpg | ||
categories: events | ||
--- | ||
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The first two days include a basic course on Bayesian learning (12 hours), with conceptual sessions in the morning and practical sessions with basic Bayesian packages in the afternoon. | ||
This is a summary of the contents of both days. | ||
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We use the R package [`vibass`](http://vabar.es/vibass/) which contains the practical activities and a few interactive apps. | ||
Please make sure that you bring a recent R version, with recently updated packages. | ||
Follow the instructions on the package website for installing it, ideally prior to the workshop, to make the most of our time together. | ||
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## Monday | ||
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### Session I: __All you need is... probability__ | ||
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Frequentist and Bayesian probability. Bayes’ theorem for random events and variables, | ||
parameters, hypothesis, etc. Sequential updating. Predictive probabilities. | ||
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### Session II: __Binary data__ | ||
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__Proportions__: binomial distribution and likelihood function. | ||
__Prior distribution__: the beta distribution. | ||
__Summarising__ posterior inferences. | ||
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### Session III. __Inference and prediction with simulated samples__ | ||
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__Estimation and prediction__. Simulated samples: comparison of independent populations. | ||
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### Session IV. __Count data__ | ||
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__Count data__: Poisson distribution. Poisson model parameterised in terms of rate and exposure. Gamma distribution as __conjugate prior distributions__. Negative binomial __predictive distributions__. | ||
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### Session V. Normal data. | ||
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__Normal data__: Estimation of a normal mean with known variance. __Prediction__ of a future observation. Normal data with unknown mean and variance. __Nuisance | ||
parameters__. __Joint prior distributions__. Joint, conditional and marginal | ||
__posterior distributions__. | ||
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## Tuesday | ||
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### Session I: Numerical approaches. | ||
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The big problem in the Bayesian framework: resolution of integrals that appear when applying the learning process. | ||
Gaussian approximations, Laplace approximations, Monte Carlo integration and importance sampling, Markov chain Monte Carlo. | ||
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### Session II. Bayesian linear models. | ||
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Apply basic Importance Sampling and MCMC methods via available software for fitting regression models. | ||
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### Session III. Bayesian generalised linear models. | ||
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Extending regression models to non-Gaussian responses. | ||
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### Session IV. Bayesian hierarchical models. | ||
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Incorporating _random_ effects: __Bayesian hierarchical models__ (BHMs), the coolest tool for modelling highly structured models. Hierarchies, hyperparameters, and hyperpriors. (Generalised) linear mixed models as basic examples of BHMs. | ||
__Software__ for inference in Bayesian hierarchical models. | ||
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_posts/events/2024-01-22-vibass7/2024-01-22-vibass7-talks.md
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--- | ||
layout: page | ||
title: "VIBASS6 - Invited Talks" | ||
subheadline: "July 14, 2023" | ||
meta_teaser: "Invited Talks" | ||
teaser: Invited Talks | ||
header: | ||
title: VIBASS6 - Invited Talks | ||
image_fullwidth: header_vibass18.png | ||
caption: VIBASS 6 is full. Register on the waiting list. | ||
# caption: Registration form | ||
caption_url: https://congresos.adeituv.es/VIBASS6/inscripcion/ | ||
image: | ||
thumb: widget_vibass6.png | ||
homepage: vibass6.jpg | ||
categories: events | ||
--- | ||
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## Bayesian methods applied to Biomedicine | ||
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To be announced | ||
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![image]({{ site.urlimg }}alicia-quiros.jpg) | ||
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__Dr. Alicia Quirós__ | ||
Universidad de León, Spain | ||
<https://aliciaquiros.wordpress.com/> | ||
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<hr> | ||
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## TBA | ||
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To be announced | ||
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![image]({{ site.urlimg }}thomas-opitz.jpg) | ||
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__Dr. Thomas Opitz__ | ||
Inrae, Avignon, France | ||
<https://biosp.mathnum.inrae.fr/homepage-thomas-opitz> |
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--- | ||
layout: page | ||
title: "València International Bayesian Analysis Summer School, 6th edition" | ||
subheadline: "8-12 July 2024, València, Spain" | ||
meta_teaser: "VIBASS7 2024" | ||
teaser: VIBASS7 2024 | ||
header: | ||
title: VIBASS 7 | ||
image_fullwidth: header_vibass18.png | ||
caption: Registration and call for papers starting on 2024-01-15 | ||
# caption: VIBASS 7 is full. Register on the waiting list. | ||
caption_url: https://congresos.adeituv.es/VIBASS7/inscripcion/ | ||
image: | ||
thumb: widget_vibass7_closed.png | ||
# thumb: widget_vibass7.png | ||
homepage: vibass7.jpg | ||
categories: events | ||
--- | ||
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VIBASS 7 is the seventh edition of the summer school on Bayesian Statistics to be held from 8th to 12th July 2024 in València (Spain). | ||
Here is a small [history of VIBASS and its past editions]({{ site.url }}/assets/vibass7/VIBASS_history.pdf). | ||
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The five days of VIBASS are organised in __three parts__: | ||
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1. The first two days include a [__basic course on Bayesian learning__]({{ site.url }}/events/vibass7-intro/) (12 hours), alternating conceptual and practical sessions with R packages. | ||
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It would be advisable that participants bring their laptops for the practical sessions. | ||
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2. The [second part]({{ site.url }}/events/vibass7-course/) is dedicated to an __issue of current interest in Bayesian research__. | ||
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This edition is dedicated to __Bayesian modelling for economic evaluation of healthcare interventions__. | ||
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This [12 h course]({{ site.url }}/events/vibass7-course/) is provided by [__Prof. Gianluca Baio__](https://gianluca.statistica.it/) (University College London, England). He is author of the books [_Bayesian Methods in Pharmaceutical Research_](https://gianluca.statistica.it/books/bmpr/), [_Bayesian Cost-Effectiveness Analysis with the R package BCEA_](https://gianluca.statistica.it/books/bcea/) and [_Bayesian Methods in Health Economics_](https://gianluca.statistica.it/books/bmhe/). | ||
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[![image]({{ site.urlimg }}gianluca-baio.jpg)]({{ site.url }}/events/vibass7-course/) | ||
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3. The last day is devoted to the __seventh VIBASS Workshop__. | ||
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It includes two [plenary sessions]({{ site.url }}/events/vibass7-talks/), with invited speakers [__Dr. Alicia Quirós__](https://aliciaquiros.wordpress.com/) (Universidad de León, Spain) and [__Dr. Thomas Opitz__](https://biosp.mathnum.inrae.fr/homepage-thomas-opitz) (Inrae, Avignon, France). | ||
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[![]({{ site.urlimg }}alicia-thomas.jpg)]({{ site.url }}/events/vibass7-talks/) | ||
The workshop ends with a informal brainstorming and a __flash-presentations session__ with contributions of the participants in the school. | ||
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## Orzanizing Committee | ||
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- Carmen Armero (Chair, Universitat de València) | ||
- Rubén Amorós Salvador (Universitat de València) | ||
- Mark Brewer (Biomathematics and Statistics Scotland, BioSS) | ||
- Gabriel Calvo (Universitat de València) | ||
- Virgilio Gómez-Rubio (Universidad de Castilla-La Mancha) | ||
- Miguel Angel Martínez-Beneito (Universitat de València) | ||
- Facundo Muñoz (Cirad, France) | ||
- Francisco Palmí Perales (Universitat de València) | ||
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[[email protected]](mailto:[email protected]) | ||
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## Venue | ||
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Faculty of Mathematics (Universitat de València) | ||
C/. Doctor Moliner, 50 | ||
46100 Burjassot | ||
València | ||
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## Programme | ||
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- Monday 8: Introduction to Bayesian Learning, I | ||
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- Tuesday 9: Introduction to Bayesian Learning, II | ||
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- Wednesday 10 and Thursday 11:\ | ||
Bayesian modelling for economic evaluation of healthcare interventions (12 hours)\ | ||
Gianluca Baio | ||
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- Friday 12: Seventh València International Bayesian Analysis Summer School Workshop | ||
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![Schedule]({{ site.url }}/assets/vibass7/schedule.png) | ||
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<!-- | ||
Time | Monday 18 | Tuesdaygianluca-baio | Wednesday 20 | Thursday 21 | Friday 22 | ||
------------- | --------------| --------------| ----------------| ---------------| --------------------- | ||
08:45-09:00 | Registration | | | | | ||
09:00-09:10 | Welcome | | | | | ||
09:10-09:40 | Basics I | Basics V | R-INLA | R-INLA | | ||
09:40-10:15 | | | | | Invited I (MEC) | ||
11:00-11:30 | | Coffee Break | Coffee Break | Coffee Break | Coffee Break | ||
11:30-12:00 | Coffee Break | Basics VI | R-INLA | R-INLA | Invited II (GB) | ||
12:00-12:30 | Basics II | | | | Posters oral presentation | ||
12:30-13:00 | | | | | | ||
13:00-13:30 | | Lunch | Lunch | Lunch | | ||
13:30-14:00 | Lunch | | | | Closing session | ||
14:00-14:30 | | | R-INLA | R-INLA | Lunch | ||
14:30-15:00 | | Basics VII | | | | ||
15:00-16:00 | Basics III | | | | | ||
16:00-16:30 | | Coffee Break | Orxata Break | Orxata Break | | ||
16:30-17:00 | Orxata Break | Basics VIII | R-INLA | R-INLA | | ||
17:00-18:00 | Basics IV | | | | | ||
18:00-18:30 | | | | | | ||
| | | | Gala Diner | | ||
--> | ||
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## Registration | ||
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<!-- Registrations are fully booked. | ||
Please register on the [waiting lists](https://congresos.adeituv.es/vibass7/inscripcion/). | ||
Thanks for your interest! --> | ||
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Registration opens on 2024-01-25 | ||
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- [Registration form](https://congresos.adeituv.es/vibass7/inscripcion/) | ||
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- Full participation: basic course, advanced course and Workshop | ||
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| Up to April 15th | After April 15th | ||
----------|-----------------------:|--------------: | ||
Student | 315 | 370 | ||
Academia | 460 | 565 | ||
Industry | 625 | 750 | ||
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- Partial participation: advanced course and Workshop | ||
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| Up to April 15th | After April 15th | ||
----------|-----------------------:|--------------: | ||
Student | 265 | 320 | ||
Academia | 385 | 490 | ||
Industry | 525 | 650 | ||
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Prices are in euros (€). | ||
The registration fee includes: Coffee and orxata breaks, lunches, course materials, __summer school dinner__ and participation in the VIBASS Workshop. | ||
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If you are interested in our summer school but are in a __difficult financial situation__, reach out to us! We may be able to give you a waiver for the registration fees. | ||
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Participants in the VIBASS Workshop are encouraged to present a __flash-presentation__ of 5' with their research or projects. | ||
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VIBASS endorses the [initiative #WhereIsShe]({{ site.url }}/whereisshe/) | ||
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## Sponsors: | ||
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- València Bayesian Research Group ([VaBaR]({{ site.url }})) | ||
- Biomathematics and Statistics Scotland ([BioSS](http://www.bioss.ac.uk/)) | ||
- Centre de Coopération Internationale de Recherche Agronomique pour le Développement ([CIRAD](https://www.cirad.fr/)). | ||
- [Master in Biostatistics (UV)](https://www.uv.es/uvweb/master-biostatistics/en/master-s-degree-biostatistics-1285882529090.html) | ||
<!-- - [Master in Data Science (UV)](https://www.uv.es/uvweb/master-data-science/en/master-s-degree-data-science-1285949661373.html) --> | ||
- [Department of Statistics and Operations Research](http://www.uv.es/eio) ([Universitat de València](http://www.uv.es/)) | ||
- [Faculty of Mathematics](http://www.uv.es/matematiques) ([Universitat de València](http://www.uv.es/)) | ||
- [Conselleria de Innovación, Universidades, Ciencia y Sociedad Digital](https://innova.gva.es/es/) [Generalitat Valenciana](https://www.gva.es/en/inicio/presentacion) | ||
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## Code of conduct | ||
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Please note that by participating at the VIBASS school you implicitly agree and adhere to our [code of conduct]({{ site.url }}/coc/) | ||
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<img class="t60" src="{{ site.urlimg }}footer_vibass21.png" alt=""> |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<comment version="3.0"> | ||
<caption>9179-3347.jpg</caption> | ||
<note>Thomas Opitz, laurier 2020 du prix espoir scientifique. Il travail a l' unite de Biostatistique et Processus Spatiaux d'Avignon. L'unite poursuit des recherches en statistiques spatiales et spatio-temporelles, a la fois theoriques et appliquees, avec un interet particulier pour les applications relevant de l'environnement,de l'ecologie, de l'epidemiologie et de la biologie des populations.</note> | ||
<place/> | ||
<categories/> | ||
</comment> |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<comment version="3.0"> | ||
<caption>9179-3347.jpg</caption> | ||
<note>Thomas Opitz, laurier 2020 du prix espoir scientifique. Il travail a l' unite de Biostatistique et Processus Spatiaux d'Avignon. L'unite poursuit des recherches en statistiques spatiales et spatio-temporelles, a la fois theoriques et appliquees, avec un interet particulier pour les applications relevant de l'environnement,de l'ecologie, de l'epidemiologie et de la biologie des populations.</note> | ||
<place/> | ||
<categories/> | ||
</comment> |
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