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

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.

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

Connecting the Sustainable Development Goals with climate change and the energy transition

SMARTboost (boosting of smooth symmetric regression trees)

'XTMIPOLATEU': module to replace missing values in a time series, two- or multidimensional varlist with interpolated (extrapolated) ones

Evaluating impacts of practice interventions that aim to reduce healthcare expenditure

Analysis on how drunk driving laws affect traffic deaths

Econometrics Reports | Spring 2023

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