SRM Exam Prep Manual

Part I​

• Introductory Chapter:  Review of Distributions

• Chapter 1:  Intro to Statistical Learning

• Chapter 2:  Simple Linear Regression

• Chapter 3:  Multiple Linear Regression

• Chapter 4:  Variable Selection

• Chapter 5:  Regression Regularization

Part II​

• Chapter 6:  Generalized Linear Models

• Chapter 7:  Generalized Linear Models Part 2

• Chapter 8:  Modeling Trends

• Chapter 9:  Time Series Models

• Chapter 10:  Decision Trees

• Chapter 11:  Unsupervised Learning Models

​Part III

• Table for Exam SRM

• Glossary of Important Terms

• Sample Exam 1

• Sample Exam 2

• Sample Exam 3

• Appendices

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