Statistics for Biomedical Informatics 2009 BMI 6105 - 3 course hours 12 January to 29 April 2009 Meets Mondays at 08:30 to 09:30 in HSEB 2948 and Wednesdays at 8:30 to 10:30 in HSEB 2938. Midterm exam Here is a pdf of the midterm exam. Here's are the data sets you'll need sample1 and sample2 winetasters genetics Resources A set of notes for the course. Where to get the R statistical environment and documentation. A distributions cheat sheet. A statistical test cheat sheet. The final exam from 2005. The midterm from 2007. with the runners data set for the second question, and a model solution. Here's the midterm test from 2008 including the before and after data. Here's the testscores data. And here's a link to a news article about R. Week 1 The R statistical package and descriptive statistics, or EDA Here's a pdf file for the first week's notes. Download heights , heights2 , heights3 , and weights data. Here's the file of m and m data from 2007 and and for 2008 . And here's an R cheat sheet . Week 2 Simulation and distribution theory. Alchemy Here's a pdf file for this week's notes. Here's some functions that help with problem 4. Put the file in your R directory and then type > source("prob4") to make the functions available. Here's a source file for the R functions we made during the review class for assignment 2. Check out the two functions for generating Poissons from an Exponential distribution: q11() and q11a(). Do you see how q11a() works? Week 3 Methods for Normal data. The usual suspects This week's pdf file of notes. Week 4 Robust methods. The rough and the ready This week's pdf file of notes. Some odd data to down load: odd data 1 and odd data 2 . Week 5 Bivariate data. Double the data, double the fun This week's pdf file of notes. Some cholesterol data to play with Some timed algorithm data to play with Week 6 Analysis of variance. Really about means This week's pdf file of notes. Some fertilizer and crop yield data. Some data about filling bottles . Some test score data. Some plant data. Week 7 Multiple testing. Seek and ye shall find This week's pdf file of notes. The multiregress data set. The lotsofps data set. Week 8 Bootstrapping, jackknifing and cross validation. Reusing your data This week's pdf file of notes. The income data set. Week 9 Markov chain Monte Carlo integration. MCMC This week's pdf file of notes. Week 10 Principles of statistical inference. More theory than you ever want to know This week's pdf file of notes. The chisquared data set.