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followers: 2.0 following: 3.0 repos: 15.0 gists: 0.0

Name: Jorge Guerra

Type: User

Company: Universidad de los Andes

Bio: Economist consultant at the IDB, focusing on public policy tools for Latin America. Macroeconomics, NPL, machine learning, and econometrics.

Twitter: jguerrae18

Location: Bogotá

Jorge Guerra's Projects

colombianmunicipaldebt icon colombianmunicipaldebt

This repository contains kink regression discontinuity estimations of the re-election effect over municipal debt

dynamiclocationsimulations icon dynamiclocationsimulations

This repository analyzes agglomeration patterns in the early auto industry using a dynamic location quotient (DLQ). Unlike traditional location quotients (LQ) that use a static benchmark, the DLQ accounts for random firm entry and industry growth, providing a more accurate measure of agglomeration in evolving industries.

efficiencylac_dea-ml icon efficiencylac_dea-ml

Este repositorio contiene un análisis exhaustivo de la eficiencia del sector público utilizando el Análisis Envolvente de Datos (DEA) y técnicas de aprendizaje automático para evaluar la eficiencia de las inversiones del sector público en varios países de América Latina y el Caribe

electronictaxpan_forecast_lstm icon electronictaxpan_forecast_lstm

Innovative forecasting of Panama's electronic VAT collection through a blend of SARIMAX and LSTM models, under the FISLAC initiative by Juan Camilo Díaz and Jorge Guerra. This project leverages 1.2 million data points to enhance fiscal planning and risk management in the LAC region.

kaminiskymodel icon kaminiskymodel

This repository implements the Kaminsky model to predict financial crises by monitoring various economic indicators against specified thresholds. It employs machine learning techniques and statistical analysis to evaluate the predictive power of each indicator, aiming to identify early warnings of potentia.

npl-lda-humboldttrends icon npl-lda-humboldttrends

Este script examina las tendencias tematicas de las investigaciones del Instituo Humboldt a través de Procesamiento de Lenguaje Natural y Clustering sobre abstracts de las investigaciones.

quantilreg_inflationdebt icon quantilreg_inflationdebt

This repository contains the quantitative analysis based on quantile regression models that examine the interaction between inflation and public debt

series-de-tiempo-uniandes icon series-de-tiempo-uniandes

Este repositorio contiene los códigos en Python de los distintos modelos y metodologías impartidas en el curso Series de Tiempo, ofrecido en la Maestría de Economía (PEG) en la Universidad de los Andes.

simulaciones_mip_energy_transition icon simulaciones_mip_energy_transition

Este script examina el impacto de la transición energética en Colombia a través de matrices - insumo producto, analizando cómo la reducción en combustibles fósiles afecta la economía y el empleo, y cómo otros sectores pueden mitigar estas pérdidas.

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