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About me

👋 I am a statistician interested in applying statistical methods to address specific policy-relevant questions, particularly in international trade, migration, investments and theoretically founded empirical work.

R and Shiny training

I offer short courses for groups and individual personalized sessions at Buy Me a Coffee. I am certified Tidyverse and Shiny instructor by RStudio and a Software Carpentry Instructor with a Carpentries certification.

To contact me, send me an email to [email protected] (i.e., remove the +spam and I'll see your email). I can provide my CV (academic/profesional) upon request.

Projects

Selected R packages

CRAN

I maintain the WebTechnologies view and the official mirror for Chile.

LaTeX

I created the R package varsityblues, which allow you to write your own reports including R code and handles LaTeX setup automatically. This package is based on the LaTeX style files that that late professor Kim C. Border once sent to me.

Cloud computing

I created images for RStudio Server and RStudio Server + Kubernetes, which allow you to create virtual machines on DigitalOcean and to skip the setup time to install the Tidyverse and other packages. With these images, it takes around 30 seconds to have a ready to go setup for Data Science. This combines well with analogsea as I explain in my blog.

Datasets

Check SQL Databases for students and educators if you need access to PostgreSQL, MySQL and SQL Server databases (in strictly descending order of preference!).

I also maintain Open Trade Statistics, a project created with the intention to lower the barrier to working with international economic trade data. It includes a public API, a dashboard, and an R package for data retrieval.

Education

I translated a large part of 📖 R for Data Science translation into Spanish, where I also had to organize the community involved in the translation. This project also features solutions in Spanish.

📈 Stats

Metrics

Mauricio "Pachá" Vargas Sepúlveda's Projects

1x.engineer icon 1x.engineer

The official website of 1x Engineers around the world

alpaca icon alpaca

An R-package for fitting glm's with high-dimensional k-way fixed effects

api-covid19-datauc icon api-covid19-datauc

API Covid19 DataUC. Los datos del Ministerio de Ciencia, reordenados bajo la lógica de Tidy Data.

armadillo icon armadillo

The idea is to pass matrices/vectors from R to C++, write pure C++/Armadillo code for the computation, and then export the result back to R with the proper data structures.

arrow icon arrow

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

arrow-setup icon arrow-setup

WIP script to ease libarrow development setup on Linux

atlas-codes icon atlas-codes

Scripts to download and process data from The Atlas of Economic Complexity.

baci-like-hs12 icon baci-like-hs12

An attempt to create a consistent international trade dataset for the course STA2101

baci-replication-try icon baci-replication-try

An attempt to replicate the article 'BACI: International Trade Database at the Product-Level. The 1994-2007 Version' for the course STA2101

baltagi icon baltagi

'Econometric Analysis of Panel Data' (ISBN 978-3-030-53952-8) tidy datasets

binet icon binet

Functions to build bipartite networks under the Tidyverse philosophy

broom icon broom

Convert statistical analysis objects from R into tidy format

bspm icon bspm

R Bridge to System Package Manager

canadamaps icon canadamaps

Maps of the Political and Administrative Divisions of Canada.

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