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.gitignore
.gitignore
 
 
README.md
README.md
 
 
_01_an_example_of_h_Ridge.R
_01_an_example_of_h_Ridge.R
 
 
_01_bias_variance.R
_01_bias_variance.R
 
 
_01_categorical_response.R
_01_categorical_response.R
 
 
_01_fhat_not_indpt_errs.R
_01_fhat_not_indpt_errs.R
 
 
_01_poly_and_Ridge_Train_Test.R
_01_poly_and_Ridge_Train_Test.R
 
 
_02_KNN_regression.R
_02_KNN_regression.R
 
 
_02_VIF_example.R
_02_VIF_example.R
 
 
_02_betaGridSearch_SLR.R
_02_betaGridSearch_SLR.R
 
 
_02_leverageScore.R
_02_leverageScore.R
 
 
_02_model_subset_Ftest.R
_02_model_subset_Ftest.R
 
 
_02_stndErr_SLR_yint.R
_02_stndErr_SLR_yint.R
 
 
_03_QDA_example.R
_03_QDA_example.R
 
 
_03_categorical_bayes_A.R
_03_categorical_bayes_A.R
 
 
_03_logistic_simulation_solution.R
_03_logistic_simulation_solution.R
 
 
_03_sigmoid_simple.R
_03_sigmoid_simple.R
 
 
_04_bootstrap_example.R
_04_bootstrap_example.R
 
 
_04_bootstrap_example_super.R
_04_bootstrap_example_super.R
 
 
_04_h_and_compare_A.R
_04_h_and_compare_A.R
 
 
_04_h_cv_examples.R
_04_h_cv_examples.R
 
 
_04_h_folds_compare_A.R
_04_h_folds_compare_A.R
 
 
_04_h_folds_compare_A_smallN.R
_04_h_folds_compare_A_smallN.R
 
 
_05_PLS_01.R
_05_PLS_01.R
 
 
_05_PLS_02.R
_05_PLS_02.R
 
 
_05_dimRed_problem.R
_05_dimRed_problem.R
 
 
_05_ridge_awesomeness.R
_05_ridge_awesomeness.R
 
 
_05_ridge_awesomeness_B.R
_05_ridge_awesomeness_B.R
 
 
_05_ridge_test_hugeLoop.R
_05_ridge_test_hugeLoop.R
 
 
_06_backfitting_01.R
_06_backfitting_01.R
 
 
_06_backfitting_02bigger.R
_06_backfitting_02bigger.R
 
 
_06_bustedGAM_01.R
_06_bustedGAM_01.R
 
 
_06_cubicSplines_basic_01.R
_06_cubicSplines_basic_01.R
 
 
_06_naturalSplines_A.R
_06_naturalSplines_A.R
 
 
_06_smoothingSplines_A.R
_06_smoothingSplines_A.R
 
 
_06_smoothingSplines_A_ORIG.R
_06_smoothingSplines_A_ORIG.R
 
 
_06_step_A.R
_06_step_A.R
 
 
_07_classificationTree_GiniEntropy_01.R
_07_classificationTree_GiniEntropy_01.R
 
 
_07_funky_boosting_01.R
_07_funky_boosting_01.R
 
 
___f_funs.R
___f_funs.R
 
 

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101C

Some R Code examples to be run in lecture to illustrate some concepts from our required ISLR text.

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Statistical Learning code examples

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