E-Book, Englisch, 753 Seiten, eBook
Reihe: Springer Texts in Statistics
With MATLAB and WinBUGS Support
E-Book, Englisch, 753 Seiten, eBook
Reihe: Springer Texts in Statistics
ISBN: 978-1-4614-0394-4
Verlag: Springer US
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Zielgruppe
Upper undergraduate
Autoren/Hrsg.
Weitere Infos & Material
Introduction.- The Sample and Its Properties.- Probability, Conditional Probability, and Bayes' Rule.- Sensitivity, Specificity, and Relatives.- Random Variables.- Normal Distribution.- Point and Interval Estimators.- Bayesian Approach to Inference.- Testing Statistical Hypotheses.- Two Samples.- ANOVA and Elements of Experimental Design.- Distribution-Free Tests.- Goodness-of-Fit Tests.- Models for Tables.- Correlation.- Regression.- Regression for Binary and Count Data.- Inference for Censored Data and Survival Analysis.- Bayesian Inference Using Gibbs Sampling - BUGS Project.