Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

Master Degree Coursework: Econometrics I

Master Degree Coursework: Econometrics II

This is for Econometrics and other Economics related materials

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".

COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.

Predicting Likelihood to Buy for First-Time Buyers

Endogenous switching regression model

[Python] Adopted 2SLS and Instrument Variable to solve the endogeneity problem in predicting train ticket price.

Generate longitudinal data and demonstrate the bias caused by failed fixed effects assumptions.

This is a collection of miscellaneous studies on various topics such as medicine, economics, and computational experiments.

The “AR-Returns-Predictor” project aims to predict stock returns using an autoregressive (AR) model. We follow a step-by-step process, starting from data collection to model evaluation

Evaluate the Buy Online Pick-up in Store (BOPS) strategy with a real-world dataset

Econometric exploration of endogenous variables, instrumental variable approach and causality. The case study is based on data from Botswana and focuses on the relationship between education and fertility.

Econometrics research project of children's impact on women's project using STATA coding.