STAT303-2-class-notes

These are the class notes for STAT303-2 (Linear models with python)

Name		Name	Last commit message	Last commit date
Latest commit History 269 Commits
.github/workflows		.github/workflows
.ipynb_checkpoints		.ipynb_checkpoints
Datasets		Datasets
Section_3312_Variable_Interactions_&_Transformations-Copy1_files		Section_3312_Variable_Interactions_&_Transformations-Copy1_files
Variable_expressions_statements-R_files/execute-results		Variable_expressions_statements-R_files/execute-results
_book		_book
renv		renv
test_file_files/libs		test_file_files/libs
.Rprofile		.Rprofile
.gitignore		.gitignore
Assignment 1 (Section 20).ipynb		Assignment 1 (Section 20).ipynb
Assignment 1 (Sections 21 & 22).ipynb		Assignment 1 (Sections 21 & 22).ipynb
Assignment 1 solutions.html		Assignment 1 solutions.html
Assignment 1.ipynb		Assignment 1.ipynb
Assignment 2 new.ipynb		Assignment 2 new.ipynb
Assignment 2.ipynb		Assignment 2.ipynb
Assignment 3 (Section 21 & 22).ipynb		Assignment 3 (Section 21 & 22).ipynb
Assignment A (Section 20).ipynb		Assignment A (Section 20).ipynb
Assignment B.ipynb		Assignment B.ipynb
Assignment C.ipynb		Assignment C.ipynb
Assignment D.ipynb		Assignment D.ipynb
Assignment E Section 22.ipynb		Assignment E Section 22.ipynb
Assignment E.ipynb		Assignment E.ipynb
Assignment E_updated.ipynb		Assignment E_updated.ipynb
Assignment5_Section20.ipynb		Assignment5_Section20.ipynb
Assignment_4.ipynb		Assignment_4.ipynb
Chap 2 Reading data.ipynb		Chap 2 Reading data.ipynb
Control flow.ipynb		Control flow.ipynb
Crossvalidation.ipynb		Crossvalidation.ipynb
Data aggregation.ipynb		Data aggregation.ipynb
Data cleaning and preparation.ipynb		Data cleaning and preparation.ipynb
Data visualization.ipynb		Data visualization.ipynb
Data wrangling.ipynb		Data wrangling.ipynb
Datasets.ipynb		Datasets.ipynb
Github.ipynb		Github.ipynb
Homework_Assignment_3_Section20.ipynb		Homework_Assignment_3_Section20.ipynb
Introduction to Jupyter Notebooks and programming in python.ipynb		Introduction to Jupyter Notebooks and programming in python.ipynb
Introduction to Python and Jupyter Notebooks-Copy1.ipynb		Introduction to Python and Jupyter Notebooks-Copy1.ipynb
LICENSE.txt		LICENSE.txt
Lec1_SimpleLinearRegression.ipynb		Lec1_SimpleLinearRegression.ipynb
Lec2_MultipleLinearRegression.ipynb		Lec2_MultipleLinearRegression.ipynb
Lec3_VariableTransformations_and_Interactions.ipynb		Lec3_VariableTransformations_and_Interactions.ipynb
Lec4_ModelAssumptions.ipynb		Lec4_ModelAssumptions.ipynb
Lec5_Potential_issues.ipynb		Lec5_Potential_issues.ipynb
Lec6&7_Assumptions_and_Potential_issues-Copy1.ipynb		Lec6&7_Assumptions_and_Potential_issues-Copy1.ipynb
Lec6_Autocorrelation.ipynb		Lec6_Autocorrelation.ipynb
Lec7_logistic_regression.ipynb		Lec7_logistic_regression.ipynb
Lec8_ModelSelection_BestSubset_FwdBwd_stepwise.ipynb		Lec8_ModelSelection_BestSubset_FwdBwd_stepwise.ipynb
Lec8_logistic_regression_withLabSolutions.ipynb		Lec8_logistic_regression_withLabSolutions.ipynb
Lec9_RidgeRegression_Lasso.ipynb		Lec9_RidgeRegression_Lasso.ipynb
NU_Stat_logo.png		NU_Stat_logo.png
NumPy.ipynb		NumPy.ipynb
Pandas.ipynb		Pandas.ipynb
Practice_Final_Answer_Key.ipynb		Practice_Final_Answer_Key.ipynb
Prediction problem code sol.ipynb		Prediction problem code sol.ipynb
README.md		README.md
Section_3312_Variable_Interactions_&_Transformations-Copy1.html		Section_3312_Variable_Interactions_&_Transformations-Copy1.html
Section_3312_Variable_Interactions_&_Transformations-Copy1.ipynb		Section_3312_Variable_Interactions_&_Transformations-Copy1.ipynb
Section_3312_Variable_Interactions_&_Transformations.ipynb		Section_3312_Variable_Interactions_&_Transformations.ipynb
Variable_expressions_statements-R.ipynb		Variable_expressions_statements-R.ipynb
Variable_expressions_statements-R.qmd		Variable_expressions_statements-R.qmd
Variable_expressions_statements.ipynb		Variable_expressions_statements.ipynb
_quarto - Copy (2).yml		_quarto - Copy (2).yml
_quarto - Copy (3).yml		_quarto - Copy (3).yml
_quarto - Copy.yml		_quarto - Copy.yml
_quarto.yml		_quarto.yml
_quarto_6Jan2025.yml		_quarto_6Jan2025.yml
ass6_sol2.R		ass6_sol2.R
classes.ipynb		classes.ipynb
control_flow.html		control_flow.html
control_flow.qmd		control_flow.qmd
control_flow2.qmd		control_flow2.qmd
cover.png		cover.png
data_structures.ipynb		data_structures.ipynb
data_structures_old.ipynb		data_structures_old.ipynb
functions.qmd		functions.qmd
functions2.ipynb		functions2.ipynb
index.qmd		index.qmd
intro.qmd		intro.qmd
movie_data.json		movie_data.json
movie_ratings.csv		movie_ratings.csv
movies_sample_data.csv		movies_sample_data.csv
out.csv		out.csv
party_edited.csv		party_edited.csv
practice_lec1-Copy1.ipynb		practice_lec1-Copy1.ipynb
practice_lec1.ipynb		practice_lec1.ipynb
questions_test - Copy.json		questions_test - Copy.json
recursion.qmd		recursion.qmd
references.bib		references.bib
references.qmd		references.qmd
renv.lock		renv.lock
requirements.txt		requirements.txt
reserved_words.jpg		reserved_words.jpg
robjects.qmd		robjects.qmd
spotify_data.csv		spotify_data.csv
spotify_text.txt		spotify_text.txt
summary.qmd		summary.qmd
test_file.html		test_file.html
test_file.ipynb		test_file.ipynb
test_file.pdf		test_file.pdf

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