Day #1

• Office location
• Syllabus; syllabus supplement
• Listserv_help
• Data sets from the book: knn_data.zip

Chapter 1

• Notes - Chapter 1.doc, R_intro_2014_STAT450-870.docx
• Homework - Chapter 1 homework.doc
• Data and programs
  • gpa.csv
  • gpa.txt
  • gpa.xls
  • HS_college_GPA.R
  • Least_squares_demo.xls
  • R_initial_examples.R (formerly named RIntroInitialExamples.R)

Chapter 2

• Notes - 2.1_2.6.doc, 2.7_2.11.doc
• Homework - Chapter 2 homework.doc
• Data and programs
  • college_GPA_pizza.R
  • HS_college_GPA_ch2.R
  • t-dist_program.R

Chapter 3

• Notes - 3.1-3.3_and_3.8-3.9.doc, 3.11.doc, 3.4-4.6.doc, Chi-square_dist_review.docx
• Homework - Chapter 3 homework.doc
• Data and programs
  •  examine.mod.simple.R
  • examine.mod.simple_wo_BPtest.R
  • GPA_3.11_example.R
  • HS_college_GPA_ch3.R
  • nonlin_relation_only.R
  • power.txt
  • power_load.R
  • trees.R

Chapter 4

• Notes - Chapter4.doc
• Homework - Chapter 4 homework.doc
• Data and programs
  • calibrate.R
  • HS_college_GPA_ch4.R
  • SO2.DAT

Chapter 5

• Notes - Chapter 5.doc
• Homework - Chapter 5 homework.doc
• Data and programs
  • basic_matrix_algebra.R
  • HS_college_GPA_ch5.R

Chapter 6

• Notes - 6.1_6.4.doc, Chapter_6_examples.doc, 6.5_6.9.doc
• Homework - Chapter 6 homework.doc
• Data and programs
  • ad_responses.R
  • examine.mod.multiple.R
  • nba_data.txt
  • nba_example.R

Chapter 7

• Notes - Chapter 7.doc
• Homework - Chapter 7 homework.doc
• Data and programs
  • multicollinearity.R
  • nba_ch7.R

Chapter 8

• Notes - Chapter 8.doc
• Homework - Chapter 8 homework.doc
• Data and programs
  • car_data98.xls
  • car_mpg.R
  • nba_ch8.R

Chapter 9

• Notes - Chapter 9.doc, 9.6.doc
• Homework -  Chapter 9 homework.doc
• Data and programs
  • nba_ch9.R

Chapter 10

• Notes - 10.1_10.3.doc, 10.4_10.6.doc
• Homework - Chapter 10 homework.doc
• Data and programs
  • ad_responses_ch10.R
  • examine.mod.multiple.final.R
  • HS_college_GPA_ch10.R
  • nba_98_99.txt
  • nba_ch10.R
  • nba_end_of_ch10.R
  • nba_ch10_validation.R

Chapter 11

• Notes - Chapter 11.doc
• Homework - Chapter 11 homework.doc
• Data and programs
  • ex_p441.R
  • loess_ex_p450.R
  • weighted_least_squares.R