Principles of Statistical Inference 1st Edition by D R Cox ISBN 0521866731 978-0521866736
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Product details:
ISBN 10: 0521866731
ISBN 13: 978-0521866736
Author: D. R. Cox
In this definitive book, D. R. Cox gives a comprehensive and balanced appraisal of statistical inference. He develops the key concepts, describing and comparing the main ideas and controversies over foundational issues that have been keenly argued for more than two-hundred years. Continuing a sixty-year career of major contributions to statistical thought, no one is better placed to give this much-needed account of the field. An appendix gives a more personal assessment of the merits of different ideas. The content ranges from the traditional to the contemporary. While specific applications are not treated, the book is strongly motivated by applications across the sciences and associated technologies. The mathematics is kept as elementary as feasible, though previous knowledge of statistics is assumed. The book will be valued by every user or student of statistics who is serious about understanding the uncertainty inherent in conclusions from statistical analyses.
Table of contents:
List of Examples
Preface
Chapter 1: Preliminaries
Chapter 2: Some Concepts and Simple Applications
Chapter 3: Significance Tests
Chapter 4: More Complicated Situations
Chapter 5: Interpretations of Uncertainty
Chapter 6: Asymptotic Theory
Chapter 7: Further Aspects of Maximum Likelihood
Chapter 8: Additional Objectives
Chapter 9: Randomization-Based Analysis
Appendix A: A Brief History
Appendix B: A Personal View
References
Author Index
Subject Index
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Tags: D R Cox, Principles of, Statistical Inference