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Building and deploying a model that could crunch down the financial record data of companies to predict their market cap. Built up a model and selected essential feature variables on a custom dataset.
This project has studied the duration of career effects after graduating in a recession. The three categories of models were analyzed: search theory model, job mobility model, and human capital accumulation model.
This is the thesis I wrote to graduate from the Master of Public Policy at the Hertie School of Governance. You can find the code, the full text of the thesis, and the thesis poster. I would love to hear what you think!
Fixed effects multiple linear regression with instrumental variables to quantify the relative importance of economic growth factors as countries develop.
Investigating the importance of state drinking laws, prevailing economic conditions and demographic factors on motor vehicle fatality rate between 1982 and 1988
This project focuses on conducting an experiment, collecting data, and analyzing its results. A key focus is randomization, to ensure heterogenous treatment effects. Randomization was conducted simply via shuffling, and tested via a proportions z-test. Evaluation methodologies included difference in means and OLS with fixed effects
A group project meant to analyse and assess the balance between leverage growth and economic variables like size growth and market value growth for three different financial entities: commercial banks, financial services and Real Estate finance services.