Samaradasa Weerahandi

Exact Statistical Methods for Data Analysis (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book covers some recent developments in statistical inference. The author's main aim is to develop a theory of generalized p-values and generalized confidence intervals and to show how these concepts may be used to make exact statistical inferences in a variety of practical applications. In particular, they provide methods applicable in problems involving nuisance parameters such as those encountered in comparing two exponential distributions or in ANOVA without the assumption of equal error variances. The generalized procedures are shown to be more powerful in detecting significant experimental results and in avoiding misleading conclusions.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Springer US
• Seitenzahl: 329
• Erscheinungstermin: 1. Dezember 2013
• Englisch
• ISBN-13: 9781461208259
• Artikelnr.: 43993249

Inhaltsangabe

Preface
Preliminary Notions
Notions in Significance Testing of Hypotheses
Review of Special Distributions
Exact Nonparametric Methods
Generalized p-Values
Generalized Confidence Intervals
Comparing Two Normal Populations
Analysis of Variance
Mixed Models
Regression
Appendix A. Elements of Bayesian Inference
Appendix B. Technical Arguments
Reference
Index.