Posts by Collection

portfolio

Peru elections 2021 - first round

In this document a brief map has been made using georeferenced data and the Onpe database of the first round to graph, at the district level, those places that voted for any of the 18 parties that were registered for the first electoral round.

Covid 19 Analysis with SINADEF and MINSA data

In this document, a brief analysis has been carried out regarding the evolution of people infected and deceased in Peru due to COVID-19, for which data from SINADEF and MINSA were used.

Newton-Raphson algorithm

This code has developed an introduction for the general public about what the Newton-Raphson algorithm implies, and an example of how to execute it in Pyhton.

publications

Lasso partialling-out using employment data

Published in , 2021

In addition to the development of two cases of partialling-out using lasso, it is also explained the idea of sample splitting to evaluate the performance of prediction rules to a fellow student and show how to use it on the wage data.

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Double LASSO using Cross Validation and Partialling Out

Published in , 2021

In this work was done the following topics: Orthogonal Learning, Double Lasso to test the Convergence Hypothesis, explanation of Double Lasso Approach, Double LASSO using cross Validation ,Double Lasso using theoretical Lambda and Double Lasso using method=”partialling out”.

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Causal Trees and Bootstrap process: an application

Published in , 2021

In this work it was used bootstraping tools and causal trees, both for the analysis you have to use the Pennsylvania re-employment bonus experiment. We subset the data so we can compared treatment group 4 and the control group.

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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.