- The new edition of
**Statistics: The Art and Science of Data Analysis**(Agresti, Franklin, Klingenberg, 4th edition, Pearson 2016) has been published.

- Check out cool interactive web apps for introductory statistics courses.

- Meta Analysis, stratified 2×2 Tables: “A new confidence interval for the Mantel-Haenzsel risk difference” (Statistics in Medicine, 2014)
- Manuscript (with R code in Appendix)
- Poster (presented at IWSM 2013)
- Updated R code for inverting the score test and allowing (iterative) Miettinen-Nurminen weights:

- Course on Categorical Data Analysis at TU-Graz, Austria starts Nov. 5th, 2014
- Short course on ordinal response models: Datasets and SAS/R code

- “Simultaneous confidence intervals for comparing margins of multivariate binary data”, Klingenberg and Satopää,
*Computational Statistics & Data Analysis*, 64, 87–98, 2013.- R code: see Supplementary Materials

- R code for the
**confidence interval for the difference of two proportions:**- The Miettinen-Nurminen Interval (performs “better” than the score): MN
- The score interval: score_int
- This code is actually more general and let’s you compute the score interval for any linear combination of proportions! (See Andres et al. (2011) Stat. Meth. Med. Research.)

Note: These intervals are

**not**what you would get from prop.test() in R! prop.test() returns the inferior clipped Wald interval with or without continuity correction. It should not be used. prop.test() can also not do the score test when the null difference of proportion is anything other than 0.

- “Simultaneous score confidence bounds for risk differences in multiple comparisons to a control“,
*Computational Statistics & Data Analysis*, 56, 1079–1089, 2012**.**- Software: R code simRD