João R. Leripio
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João R. Leripio

João R. Leripio

Forecasting, Statistical Modeling & Data Science

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About

I specialize in statistical modeling, forecasting, and applied data science.

My work focuses on time series, alternative and unstructured data, and the design of models and indicators that support real-world decision-making. I also use data engineering and software development practices to turn analytical work into reliable, reproducible pipelines and continuously updated data products.

I currently lead the Data Science and Modeling team at Kapitalo, a macro hedge fund based in Brazil.

Latest talk

Nowcasting When Predictors Keep Changing, presented at the 46th International Symposium on Forecasting. The talk explores how to produce reliable forecasts from high-dimensional datasets whose composition changes continuously over time. See all talks ↗

R for Economic Research (2e)

The second edition of R for Economic Research was released in September 2025. The book offers a practical guide to modern economic analysis, with a strong emphasis on data workflows, statistical modeling, time series, and forecasting. It is available online for free and can also be purchased on Amazon.

Currently working on...

A new book about how analysts can move beyond one-off analyses and build reliable, long-lived analytical projects. The book brings together practical lessons on organizing, automating, and deploying data pipelines and analytical products for applied research.

 

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