2023
Electoral quick-count, sample design and modelling.
We discuss the sample design and modeling tasks carried out by the Technical Committee of the Electoral Quick Count (INE). In …
2022
Model based and Design based Inference for the quick-count
In this talk we discussed Model based and Design based Inference for the Mexican electoral quick-count, the assumptions, advantages and …
2021
Electoral forecasts with R (Spanish)
We share our experience working with R to forecast election results. In particular we highlight the importance of following good …
A Bayesian Multilevel Model for the Mexican quick-count (Spanish)
We explain the model we used for the 2021 Mexican electoral quick-count. We share the Bayesian workflow we followed for development and …
Data Science in Democracy (Spanish)
We discuss the challenges on the Mexican Electoral quick-count, and how our team worked to tackle them.
Safe Paths, Naming Files (Spanish)
I participated as instructor in the CDSB’s 2021 workshop, held remotely.
DemocRacy with R: quick-counts 2021 (Spanish)
I share our work in the Mexican electoral quick-count, and why we choose to use R on the different stages of our work.
Challenges in the Mexican Electoral quick-count (Spanish)
We discuss the challenges on the Mexican Electoral quick-count, and how our team worked to tackle them.
Geospatial data with R (Spanish)
I delivered an intrductory workshop on geospatial data with R. Focused on creating maps with the packages sf and leaflet.
Responsible AI
In this talk, I shared our work on Responsible AI, I explained usual challenges and mistakes in building and applying machine learning methods during the AI life-cycle.
