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Lecture Notes
Labs

Lecture Notes

by Elizabeth Purdom, Adityanand Guntuboyina

The datasets used in these lectures are available on bcourses.

Note links will only work once the material is posted (i.e. as the semester progresses). Visit the sites from previous semesters to get access to the reading material in advance (there is only small variation from year to year)

# Title Chapter (pdf) Code (html) Code (Rmd)
01 Review of probability pdf html Rmd
02 Comparing Groups and Hypothesis Testing pdf html Rmd
03 Fitting curves to data pdf html Rmd
04 Visualizing Multivariate Data pdf html Rmd
05 Multiple Regression pdf html Rmd
06 Logistic Regression pdf    

Labs

by Boying Gong

# Title Datahub Link Code
00 Intro to R and RStudio link html
01 Boxplots and Histograms link  
02 Probability calculations and estimating density functions link