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Carolina Alvarez's Projects

angrist-and-evans-1998-python icon angrist-and-evans-1998-python

Replication project in Python of Angrist and Evans (1998). "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size". Author: Carolina Alvarez

code-ma-thesis icon code-ma-thesis

Finding Needles in Haystacks: A Comparative Study of Algorithms for Handling Imbalanced Data in Logistic Regression Classification. Author: Carolina Alvarez Garavito

flowchart.js icon flowchart.js

Draws simple SVG flow chart diagrams from textual representation of the diagram

forbidden-regressions icon forbidden-regressions

On forbidden regressions: Using Random Forest, Boosting and Logistic regression for first stage IV prediction. Author: Carolina Alvarez

paper-template icon paper-template

Template for a new paper repository with code, data, and a LaTeX manuscript. Use the Github "Import repository" to create a new paper.

pelican icon pelican

Static site generator that supports Markdown and reST syntax. Powered by Python.

pytask icon pytask

In its highest aspirations, pytask tries to be pytest as a build system.

regularization-methods icon regularization-methods

Using Monte-Carlo simulations, we explore the statistical properties of three main shrinkage methods - ridge, "vanilla" lasso, and (naive) elastic net. Authors: Carolina Alvarez, Edoardo Falchi, and Emily Anne Schwab.

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