Lectures

Week 10: Logistic Regression
Example: Tabloid Data
Code: R logistic regression
Review session: Video

Week 9: SLR Inference, MLR
Code: R regression, R LS Monte Carlo
Example: NBA Height and Weight, MBA Grades
Review session: Video
Homework: Assignment — Due by 5pm on Friday, June 3rd

Week 8: Hypothesis Testing, Summary Hypothesis Testing, Simple Linear Regression
Example: Wage Data
Review session: Video
Homework: Assignment — Due by 5pm on Friday, May 27th

Week 6: Slides, Summary
Review session: Video, Notes
Homework: Assignment — Due by 5pm on Friday, May 20th

Week 5: Slides, Summary
Review session: Video, Problems
Homework: Assignment, Starter Script — Due by 5pm on Friday, May 6th

Week 4: Slides, R, Summary
Review session: Video, Problems, Solutions
Homework: Assignment — Due by 5pm on Friday, April 29th

Week 3: Slides, R, Summary
Review session: Video, Problems with solutions
Homework: Assignment — Due by 5pm on Friday, April 22th

Week 2: Slides, R, Summary
Review session: Video, R, Rmd, PDF
Homework: Assignment, Starter Script — Due by 5pm on Friday, April 15th

Week 1: Course Overview, Slides, R, Summary
Review session: Video, R, R Markdown
Homework: Assignment, Starter Script — Due by 5pm on Friday, April 8th

Practice problems

True/False
Descriptive Statistics
Probability
Bayes Theorem

Data

accidents_test: data
accidents_train: data
bank: data, R
BeerConsumptionMBA: data, R
bostonMarathon: data
census2000: data
CountryMonthlyReturns2: data, R
CountryMonthlyReturns: data, R
DowJones: data, R
fraud: data
grades: data
GSPC: data, R
heightweight: data
housesp1: data, R
housesp2: data
marketing: data, R
mktmodel: data
mutualFundReturn: data, R
nba: data
oldfaithful: data
pickup: data
protein: data, R
realGDPgrowth: data
sales: data
scatterplots: data
scotch: data, R
shopping: data, R
studenthw: data
tabloid: data
tabloid_test: data
teach: data
telemarketing: data
tsdata: data
wages: data
Wine_OfferInformation: data
Wine_Transactions: data