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1. Causal-Analysis-and-Dynamic-Spatial-Modeling Causal-Analysis-and-Dynamic-Spatial-ModelingPublic

   Code for investigating the factors affecting GRDP in a provincial level, and the short‑term, long‑term, and overall effects of the affecting variables.

   R 2

2. Panel-Regression-with-Expectation-Maximization Panel-Regression-with-Expectation-MaximizationPublic

   R code for Panel Data Analysis with Expectation Maximization iteration for missing values. Final models are heteroskedastic, so Robust Covariance Matrix is used. Since the panel analysis didn't pro…

   R

3. ARIMA-with-Transfer-Function ARIMA-with-Transfer-FunctionPublic

   Code for ARIMA with transfer function. The data used is personal saving rate from the US Bureau of Economic Analysis, and Consumer Sentiment UoM; both from January 1978 to April 2023

   R

4. ARIMA-with-Intervention ARIMA-with-InterventionPublic

   Code for ARIMA with intervention. Original data is the monthly Spot Crude Oil Price: West Texas Intermediate (WTI) from January 1991 to October 2000, with the intervention being Asian Economic Cris…

   R

5. Basic-Agent-Based-Modeling-with-NetLogo Basic-Agent-Based-Modeling-with-NetLogoPublic

   Code for simulating an ant colony feeding on patches of grass. Ability for basic paramater inputs is included.

   NetLogo

6. Comparing-Regression-Methods-on-a-Non-Linear-Relationship Comparing-Regression-Methods-on-a-Non-Linear-RelationshipPublic

   Python code to determine the best method for modeling a non‑linear relationship between OLS, SVR, XGBoost, and SGDRegressor

   Jupyter Notebook 1