hdb-resale-price-time-series-and-regression

In this repositories, we demonstrate how to incorporate time-series analysis into linear regression model

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
1. Data Cleaning.pdf		1. Data Cleaning.pdf
2. Exploratory Data Analysis.ipynb		2. Exploratory Data Analysis.ipynb
3. Time Series Analysis and Forecasting-SARIMA.ipynb		3. Time Series Analysis and Forecasting-SARIMA.ipynb
4. Feature Engineering and Selection.ipynb		4. Feature Engineering and Selection.ipynb
5A. Regression Model- Baseline.ipynb		5A. Regression Model- Baseline.ipynb
5B Regression Model - SARIMA.ipynb		5B Regression Model - SARIMA.ipynb
5C Regression Model - With SARIMA and Box-Cox Transformation.ipynb		5C Regression Model - With SARIMA and Box-Cox Transformation.ipynb
5D Regression Model - SARIMA and Regularization.ipynb		5D Regression Model - SARIMA and Regularization.ipynb
Housing_Resale_Dataset.csv		Housing_Resale_Dataset.csv
README.md		README.md

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