Exact Statistical Methods for Data Analysis
(Sprache: Englisch)
Now available in paperback. 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...
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Klappentext zu „Exact Statistical Methods for Data Analysis “
Now available in paperback. 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.
Inhaltsverzeichnis zu „Exact Statistical Methods for Data Analysis “
- 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
Bibliographische Angaben
- Autor: Samaradasa Weerahandi
- 1995, Softcover reprint of the original 1st ed. 1995, XIV, 329 Seiten, Masse: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 0387406212
- ISBN-13: 9780387406213
- Erscheinungsdatum: 17.10.2003
Sprache:
Englisch
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