Collani: Binomial Distr. Hdb.
(Sprache: Englisch)
This book deals with estimating and testing the probability of an event. It aims at providing practitioners with refined and easy to use techniques as well as initiating a new field of research in theoretical statistics. Practical, comprehensive tables for...
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This book deals with estimating and testing the probability of an event. It aims at providing practitioners with refined and easy to use techniques as well as initiating a new field of research in theoretical statistics. Practical, comprehensive tables for data analysis of the experimental state of investigations are included. Statisticians and practitioners will find this book an essential reference.
Binomial Distribution Handbook for Scientists and Engineers is a new reference book that deals with estimating and testing a proportion or the probability of an event. The purpose of the book is twofold: it aims at providing practitioners with refined and easy-to-use techniques as well as initiating a new field of research in theoretical statistics. The book contains completely new interval and point estimators as well as test procedures that are superior to the traditional ones.
This is especially true in the case of small- and medium-sized samples, which are characteristic for many fields of application. The procedures are derived fro fixed and boudned parameter ranges, thus allowing the selection of a method tailored to a given situation. Thus, according to the size of the proportion or probability of interest different estimators should be used, similar to the case of measuring length, where the measurement method depends heavily on the size of the length to be measured. The approach yields more precise estimators and more powerful tests. It may also be applied to other estimation or test problems.
Features and Topics:
- An introduction to stochastics and its specific problemsA detailed theoretical derivation of the geometric approach in statistics based on a bounded measurement rangePractical, comprehensive tables for data analysis of the experimental state of investigationsSupplementary online files with extensive tables for measurement (confidence) intervals and prediction regions for testing; files available at http://extras.springer.com/2001/978-0-8176-4129-0
- A detailed description of how to apply the tables in given situations for estimating and testing Statisticians and practitioners applying statistical methods will find this book an essential professional reference providing easy access to practical material for quick use.ngth, where the measurement method depends heavily on the size of the length to be measured. The approach yiel
This is especially true in the case of small- and medium-sized samples, which are characteristic for many fields of application. The procedures are derived fro fixed and boudned parameter ranges, thus allowing the selection of a method tailored to a given situation. Thus, according to the size of the proportion or probability of interest different estimators should be used, similar to the case of measuring length, where the measurement method depends heavily on the size of the length to be measured. The approach yields more precise estimators and more powerful tests. It may also be applied to other estimation or test problems.
Features and Topics:
- An introduction to stochastics and its specific problemsA detailed theoretical derivation of the geometric approach in statistics based on a bounded measurement rangePractical, comprehensive tables for data analysis of the experimental state of investigationsSupplementary online files with extensive tables for measurement (confidence) intervals and prediction regions for testing; files available at http://extras.springer.com/2001/978-0-8176-4129-0
- A detailed description of how to apply the tables in given situations for estimating and testing Statisticians and practitioners applying statistical methods will find this book an essential professional reference providing easy access to practical material for quick use.ngth, where the measurement method depends heavily on the size of the length to be measured. The approach yiel
Inhaltsverzeichnis zu „Collani: Binomial Distr. Hdb. “
- Preface Part I. Introduction Stochastics Models Related to the Probability of an Event Traditional Estimation Procedures
Part II. Theory Measurement and Prediction Procedures Complete Measurement Procedures Exclusion Procedures Comparison Procedures
Part III. Introduction to the Tables Measurement Intervals Prediction Regions
Part IV. Application Measuring a Probability Excluding a Probability Comparing Probabilities
Part V. Tables
- Glossary
- References
- Index
Bibliographische Angaben
- Autoren: E. von Collani , K. Dräger
- 2001, 357 Seiten, Maße: 15,9 x 24,2 cm, Pappband, Englisch
- Verlag: Springer Basel AG
- ISBN-10: 0817641297
- ISBN-13: 9780817641290
- Erscheinungsdatum: 01.06.2001
Sprache:
Englisch
Rezension zu „Collani: Binomial Distr. Hdb. “
"The book addresses professional and academic statisticians, offering a non-standard look [at] statistics, tracing its roots and major developments, and deriving easy-to-apply methods. ...Different groups of readers are likely to benefits from this handbook. For those interested in the theory, Part II explains its details. For readers only interested in the applications, Part II can be skipped without hampering the overall understanding of the approach. The book is easy to read, the language is clear and extensive. ...The theoretical details are given with mathematical rigour assuming a basic mathematical background from the reader. Erudite accounts of the historical aspects of stochastics and the enlightening debates on some controversial viewpoints add to the handbook's appeal." -- The Mathematical Gazette
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