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 mor
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 mor
D. R. Cox is one of the world's preeminent statisticians. Author or co-author of sixteen books and roughly 250 papers, his work on the proportional hazards regression model is one of the most-cited and most influential papers in modern statistics.
Inhaltsangabe
Preface; 1. Preliminaries; 2. Some concepts and simple applications; 3. Significance tests; 4. More complicated situations; 5. Some interpretational issues; 6. Asymptotic theory; 7. Further aspects of maximum likelihood; 8. Additional objectives; 9. Randomization-based analysis; Appendix A. A brief history; Appendix B. A personal view; References; Author index; Index.
Preface 1. Preliminaries 2. Some concepts and simple applications 3. Significance tests 4. More complicated situations 5. Some interpretational issues 6. Asymptotic theory 7. Further aspects of maximum likelihood 8. Additional objectives 9. Randomization-based analysis Appendix A. A brief history Appendix B. A personal view References Author index Index.
Preface; 1. Preliminaries; 2. Some concepts and simple applications; 3. Significance tests; 4. More complicated situations; 5. Some interpretational issues; 6. Asymptotic theory; 7. Further aspects of maximum likelihood; 8. Additional objectives; 9. Randomization-based analysis; Appendix A. A brief history; Appendix B. A personal view; References; Author index; Index.
Preface 1. Preliminaries 2. Some concepts and simple applications 3. Significance tests 4. More complicated situations 5. Some interpretational issues 6. Asymptotic theory 7. Further aspects of maximum likelihood 8. Additional objectives 9. Randomization-based analysis Appendix A. A brief history Appendix B. A personal view References Author index Index.
Rezensionen
'A deep and beautifully elegant overview of statistical inference, from one of the towering figures who created modern statistics. This book should be essential reading for all who call themselves 'statistician'.' David Hand, Imperial College London
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