Web page for JHSPH Advanced Methods/Applied Statistics
5/16/2013:slides
5/14/2013: slides
5/9/2013: slides
5/7/2013: slides
5/6/2013: slides
4/30/2013: slides
4/25/2013: slides
4/18/2013:slides
4/16/2013:slides
4/11/2013:slides
4/9/2013: slides
4/2/2013: slides
4/1/2013: slides
3/28/2013: slides
3/14/2013: slides
3/12/2013: slides
3/7/2013: slides
3/5/2013: slides
2/21/2013: slides
2/18/2013: slides
2/14/2013: Data Analysis Two Posted (see below)
2/14/2013: slides
2/12/2013: slides
2/7/2013: slides
2/5/2013: slides
1/31/2013: slides
1/29/2013: slides
1/24/2013: slides
1/22/2013: Thanks to David and Jean-philippe who found a typo in the pre-assignment. It is updated (and hopefully right now).
1/22/2013: Welcome to class!
course motivation: notes, repo
structure of a data analysis (part 1): notes, repo
structure of a data analysis (part2): notes, repo
randomness and parameters: notes
getting data (part1): notes, repo
getting data (part2): notes, repo
organizing a data analysis: notes, repo, example
estimating equations: notes
glms: notes1, shorter notes
binary/multiway tables notes
model checking: notes
manipulating data: notes
working with strings notes
eda plotting notes
eda hierarchical clustering notes
eda kmeans clustering notes
eda svd notes
eda clustering example notes
smoothing (rafa) notes, R script
svd (vadim) notes
multiple testing/regularized regression: notes, notes2
em algorithm: notes
introducing vector outcomes: notes
gee: notes
introducing prediction: notes
cross validation: notes
stuff from bruce: be more reckless, bigchaos solution, heritage health prize, milestone 1
prediction functions: notes
basic prediction theory: notes
model selection {via hcb}: notes
smoothing {via hcb}: notes
r packages: notes
smoothing: notes
analysis flow: notes,exampleProject.zip
5/8/2013: in class
4/30/2013:in class
4/1/2013: in class
3/7/2013: assignment, (ignore the date)
2/18/2013: assignment
1/22/2013: Bring your data to class.
1/24/2013: data
1/29/2013: work on data analysis 1
2/5/2013: assignment, example solution (rmd)
1/22/2013: Pre-assignment link
1/29/2013: Data Analysis One link
2/14/2013: Data Analysis Two link
4/1/2013: 754 Assignment One link
4/16/2013: 754 Assignment Two link, tex
5/3/2013: Project