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Comparison of Statistical Experiments Erik Torgersen (Universitetet i Oslo)

Comparison of Statistical Experiments By Erik Torgersen (Universitetet i Oslo)

Comparison of Statistical Experiments by Erik Torgersen (Universitetet i Oslo)


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Summary

The present work which is devoted to the various methods of comparing statistical experiments, is essentially self-contained, requiring only some background in measure theory and functional analysis. This is a comprehensive treatment of the subject and will be an essential reference for mathematical statisticians.

Comparison of Statistical Experiments Summary

Comparison of Statistical Experiments by Erik Torgersen (Universitetet i Oslo)

There are a number of important questions associated with statistical experiments: when does one given experiment yield more information than another; how can we measure the difference in information; how fast does information accumulate by repeating the experiment? The means of answering such questions has emerged from the work of Wald, Blackwell, LeCam and others and is based on the ideas of risk and deficiency. The present work which is devoted to the various methods of comparing statistical experiments, is essentially self-contained, requiring only some background in measure theory and functional analysis. Chapters introducing statistical experiments and the necessary convex analysis begin the book and are followed by others on game theory, decision theory and vector lattices. The notion of deficiency, which measures the difference in information between two experiments, is then introduced. The relation between it and other concepts, such as sufficiency, randomisation, distance, ordering, equivalence, completeness and convergence are explored. This is a comprehensive treatment of the subject and will be an essential reference for mathematical statisticians.

Comparison of Statistical Experiments Reviews

The book may serve as a textbook for the mathematical background of statistics, but it is also of great importance for research. Hopefully, the monograph will inspire many statisticians to apply the methods presented also in practical problems. Arnold Janssen, Mathematical Reviews
...impressive volume....It is very rich in content and replete with examples....quite self contained and fairly easy to read. Lucin Le Cam, SIAM Review

Table of Contents

Preface; Acknowledgements; 1. Statistical experiments within the measure theoretical framework; 2. Convexity; 3. Two-person, zero-sum games; 4. Statistical decision problems; 5. Vector lattices; 6. Deficiencies; 7. Equivalence, representations and functionals of experiments; 8. Comparison of linear models; 9. Majorisation and approximate majorisation; 10. Complements: Further examples, problems and comments; List of symbols; Author index; Additional references; Subject index.

Additional information

NPB9780521250306
9780521250306
0521250307
Comparison of Statistical Experiments by Erik Torgersen (Universitetet i Oslo)
New
Hardback
Cambridge University Press
1991-03-14
696
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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