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