Here are various lectures notes and talks I wrote (in French or English).

Lectures

• GLM: Theory and applications in the Life science. (Dec 2011, May 2012)
  Part 1: screen | print (BW, 1x2)
  Connection between ANOVA and Linear Regression, with an emphasis on estimation. Overview of GLMs, as an extension of linear models, hypothesis testing, estimation, goodness of fit, visual displays.
  R code: code.r, extras.r, utils.r, Dataset: etchrate.txt
  Part 2: screen | print (BW, 1x2)
  Connection between repeated measures ANOVA and random-intercept model. Random intercept and slope models for longitudinal data.
  R code: code2.r

Talks

• Analyse des données génétiques : Approches univariées, multivariées et perspectives épidémiologiques. (Nov 2009) slides
• Sélection de variables pour données irrégulières. (Apr 2012)
  screen | print (BW, 2x2) | bibliography
  The R code is available as mva_clinres_Rcode.zip. Note that there are two associated MOVies that are called by the screen version (splines.mov and ridge.mov).