The lecture notes from the course “Machine Learning and Statistical Learning” I gave this year at AMSE for the students of the Master of Economics (track Economics, Big Data and Statistics) are now online.
Tonight I am participating in the Machine Learning Aix-Marseille Meetup, for the second session of this fourth edition. I am speaking after Leonardo Noleto, senior data scientist at Bleckwen FinTech who is developing a solution to fight financial fraud with machine learning. I will present the project on which Enora Belz, Romain Gaté, Vincent Malardé, Jimmy Merlet, Arthur Charpentier and I worked on last summer for the 2018 Football World Cup (see a previous post). The idea was to use machine learning techniques to predict the outcome of football matches (win, draw or defeat).
The slides are available here (in French): http://www.egallic.fr/Recherche/Worldcup_2018/2018_meetup_ML/egallic_meetup.html
As part of a Python programming course for graduate students (Magistère Ingénieur Économiste) at Aix-Marseille School of Economics, I have prepared course notes. These are available in different formats (in French):
The documents may be updated from time to time.
Since Wednesday, I have been attending the 7th R (French) conferences, in Rennes, at Agrocampus Ouest.
On this occasion, before lunch, I will present our paper (working paper) co-authored with Arthur Charpentier on the use of collaborative genealogy data in historical demography. The presentation is a lightning talk: 14 slides that scroll every 24 seconds.
On the occasion of Euro 2008 and Mondial 2010, the Oberhausen oracle (more commonly known as “Paul the octopus”) made the headlines. His exact predictions regarding the results of the German team at Euro 2008 and the appointment of the winning team of the 2010 World Cup (Spain) are still etched in the memories. With some colleagues (Enora Belz, Romain Gaté, Vincent Malardé and Jimmy Merlet) we tried to continue the work of the late Paul the octopus to predict the outcome of the upcoming meetings of the 2018 World Cup. To do this, we rely on the results of past World Cup and Continental Cup meetings.1
Tomorrow, I will present a paper co-authored with Arthur Charpentier on collaborative data and their use in historical demography. The presentation will take place at the “History and Population” research department of the The French Institute for Demographic Studies (INED).
The slides that will be displayed during the presentation are available below (in French).
The slides are available inside the blog post.
Last Tuesday and Friday, I was in the Laboratoire d’Economie d’Orléans (LEO), the Economics department of the University of Orléans (France). I attended an international conference untitled: “Environmental Economics: A Focus on Natural Resources”. The conference program is available here: https://sites.google.com/view/eenr-orleans/program.
I presented the new version of the real business cycle model we have been working on with Gauthier Vermandel. This model aims at investigating the short run effects of weather shocks on business cycles as well as the potential long run effects of climate change on macroeconomic volatility and welfare. The working paper is available on RePEc : Weather Shocks, Climate Change and Business Cycles.
See the slides by clicking on the title of this blog post to reveal the full length article.
A few month ago, I mentioned in a blog post that I had presented the beginnings of the work undertaken with Arthur Charpentier on historical demographics using collaborative data from a genealogy website, geneanet.org. I also reported on the progress of our research during some morning presentations with the members of the Actinfo Chair (see the blog post). Today, Arthur and I published a working paper on HAL untitled “Étude de la démographie française du XIXe siècle à partir de données collaboratives de généalogie” (French for “Nineteenth-century French demography from collaborative genealogy data”). The paper is written in French.
I am going to Paris today to attend a meeting this morning with the people from the Actinfo Chair that I am now part of for the duration of my post-doc with Arthur Charpentier.
I will present the research on genealogy using collaborative data we have been working on this summer. This will be the occation to speak about what we plan to do with Arthur regarding those data in the near future.
Olivier Wintenberger will also share with us his recent research.
This week I will attend the GEOMED2017 conference in Porto, in Portugal. Researchers from different horizons will be gathering here to attend to some talks about spatial statistics, spatial epidemiology and public health. This will be the perfect occasion for me to learn more on those subjects during the three days of the conferences. I will also attend a workshop given by Lee Duncan from Glasgow University on modelling spatial data in R with the package CARBayes).