GitHub - LinkLeft/regressionAnalysis_final_proj: the final project of Regression Analysis course 2024-2025 2

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
__pycache__		__pycache__
proj_code		proj_code
pyGAM		pyGAM
0. python data manipulation.ipynb		0. python data manipulation.ipynb
1. Simple Linear Regression and Hypothesis Testing.ipynb		1. Simple Linear Regression and Hypothesis Testing.ipynb
10. Time Series.ipynb		10. Time Series.ipynb
2. Multiple Linear Regression.ipynb		2. Multiple Linear Regression.ipynb
2025_Final_Project.pdf		2025_Final_Project.pdf
3. Change Variable Forms.ipynb		3. Change Variable Forms.ipynb
4. Model Selection.ipynb		4. Model Selection.ipynb
5. Model Selection_2.ipynb		5. Model Selection_2.ipynb
6. Dimension Reduction.ipynb		6. Dimension Reduction.ipynb
7. Non-Linear Regression.ipynb		7. Non-Linear Regression.ipynb
8. GLM.ipynb		8. GLM.ipynb
9. GAM.ipynb		9. GAM.ipynb
Fish.csv		Fish.csv
GOOG.csv		GOOG.csv
Homework_3_522150910058.ipynb		Homework_3_522150910058.ipynb
Wage.csv		Wage.csv
boston_data.csv		boston_data.csv
final_proj.ipynb		final_proj.ipynb
final_proj_classPattern.ipynb		final_proj_classPattern.ipynb
hw1.ipynb		hw1.ipynb
hw2.ipynb		hw2.ipynb
hw3_helper_function.py		hw3_helper_function.py
hw4.ipynb		hw4.ipynb
hw5.ipynb		hw5.ipynb
sample_solution.csv		sample_solution.csv
test.csv		test.csv
train.csv		train.csv
ts_data.xlsx		ts_data.xlsx

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the final project of Regression Analysis course 2024-2025 2

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