rstanarm (version 2.9.0-3)

rstanarm-datasets: Datasets for rstanarm examples

Description

Datasets for use in rstanarm examples and vignettes.

References

Carpenter, B. (2009) Bayesian estimators for the beta-binomial model of batting ability. http://lingpipe-blog.com/2009/09/23/

Efron, B. and Morris, C. (1975) Data analysis using Stein's estimator and its generalizations. Journal of the American Statistical Association 70(350), 311--319.

Gelman, A. and Hill, J. (2007). Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge University Press, Cambridge, UK. http://stat.columbia.edu/~gelman/arm/

Spiegelhalter, D., Thomas, A., Best, N., & Gilks, W. (1996) BUGS 0.5 Examples. MRC Biostatistics Unit, Institute of Public health, Cambridge, UK.

Tarone, R. E. (1982) The use of historical control information in testing for a trend in proportions. Biometrics 38(1):215--220.

Examples

fit <- stan_lm(kid_score ~ mom_hs * mom_iq, data = kidiq, 
               prior = R2(location = 0.30, what = "mean"),
               # the next line is only to make the example go fast enough
               chains = 2, iter = 500, seed = 12345)
pp_check(fit, nreps = 20)