There are 1 repository under endogeneity topic.
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
Endogenous switching regression model
[Python] Adopted 2SLS and Instrument Variable to solve the endogeneity problem in predicting train ticket price.
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".
Predicting Likelihood to Buy for First-Time Buyers
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.
Evaluate the Buy Online Pick-up in Store (BOPS) strategy with a real-world dataset
Generate longitudinal data and demonstrate the bias caused by failed fixed effects assumptions.
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
Econometrics research project of children's impact on women's project using STATA coding.
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.
This is a collection of miscellaneous studies on various topics such as medicine, economics, and computational experiments.