A collection of my Data Analysis projects.

Econometrics Final Project - Fall 2022

Here I take a deep-dive into the relationship between a company's asset utilisation efficiency (with Asset Turnover as a proxy) and carbon emissions (RaceToZero website for refernce - Scope 1 + 2 Emissions). The financial data cannot be included as it was obtained using my University's subscription services.

Project for the 2021/22 Advanced Econometrics class at the Faculty of Economic Sciences, University of Warsaw. In this project we build FE and RE panel data models to assess the relationship between firm performance and CEO gender.

Function for creating time-series plots using ggplot. Updated from legacy project r-ggplotspaghetti

As part of this project, we have used Regression Analysis on top of a panel data on Guns in USA to determine the "Effect of Shall-Carry Law on Violence Rate and Incarceration Rate in United States".

This repository contains code for 2400-DS1AE-Advanced-Econometrics class project, which titled: Family Background in Returns to Education: An Empirical Analysis of Family’s Impact on Personal Achievement.

Assemble a panel dataset of U.S. fixed broadband and demographic data from Dec. 2014 - Dec. 2019. Replicate the results of Kotrous and Bailey, "Broadband Speeds in Fibered US Markets," Journal of Information Policy.

Using Fixed Effect, Random Effect and Hausman Taylor IV to estimate the impacts on wage

Stata command to create duration variable with binary cross-sectional time series data

(How) does personality influence the effect of activities on mental health? A project analyzing panel data from the SOEP (Socio-Economic Panel) of the DIW.

Analyzing the Relationship between Innovation and Economic Development

By using dynamic panel models, I provide a macro-level understanding of the relationships between a country in conflict, not in conflict, and whether this affects the economic performance in the short and long-term.

Time Series, Panel Data, RShiny, Machine Learning & Deep Learning Assignments and projects using R

Final Project of Empirical Econ Analysis at Duke Fuqua (Oct 2022)

Rによる経済予測シミュレーション

Repositório para o trabalho 2 de microeconometria

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.

How to re-engineer NYC Open Data PLUTO real estate reports into a research oriented database.