This page indexes handouts for Stat 5421.
- Fuzzy P-Values and Confidence Intervals in PDF also the LaTeX/Sweave source file (fuzzy.Rnw).
- Likelihood Inference in PDF also the LaTeX/Sweave source file (likelihood.Rnw).
- Simple Chi-Square Tests for Contingency Tables in PDF also the LaTeX/Sweave source file (multi-simple.Rnw).
- Bayesian Inference in PDF.
- Exponential Families of Distributions in PDF also the LaTeX/Sweave source file (expfam.Rnw).
- Proper Conjugate Priors for Exponential Families in PDF.
- some Stat 5102 notes about other link functions for Bernoulli regression (see also under computer examples).
- some more Stat 5102 notes about generalized linear models (the general concept).
- Graphical Models in PDF.
- Part II of Exponential Families of Distributions in PDF also the LaTeX/Sweave source file (infinity.Rnw).
If you want to know how to make the PDF from the Rnw file, which is not necessary (if you just want the PDF, you can just download it), what one does (for example) is
R CMD Sweave fuzzy.Rnw pdflatex fuzzy.texon a computer that has both R and pdflatex installed. The second command must be repeated until the program stops saying
Rerun to get cross-references right.
If you only know how to invoke R and LaTeX via a GUI, then you may have to hunt around in menus or Google to find instructions for your computer. Similarly for figuring out how to install R and LaTeX.