Stat 428/528 ADA2 Lecture Notes

• ADA2 Notes

• Chapter0: Intro to R; R Cheatsheet; Review of R

• Introducing R markdown ; R markdown output

• Chapter 2: Multiple linear regression

• Chapter 3 and 10: Multiple linear regression: Model selection

• Chapter 4: One Factor Design

• Chapter 5: Rondomized Block Design and Two Way ANOVA

• Chapter 7: Analysis of Covariance: Comparing Regression Lines (ANCOVA)

• Chapter 8: Polynomial Regression

• Chapter 9: Discussion of Response Models with Factors and Predictor

• Chapter 11: Logistic Regression

• Chapter 12: An Introduction to Multivariate Methods ; Review of Eigenvalues and Eigenvectors

• Chapter 13: Principal Component Analysis

• Chapter 14: Cluster Analysis

• Chapter 17: Clasiffication

• Data Cleaning ; ADA1 Chapter 11