Overview
- Written by an experienced author of history of statistics books
- Contains exciting biographical sketches accompanied by photographs
- Author clearly illuminates the writings of a difficult writer, R.A. Fisher
Part of the book series: Sources and Studies in the History of Mathematics and Physical Sciences (SHMP)
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Table of contents (21 chapters)
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The Three Revolutions in Parametric Statistical Inference
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Binomial Statistical Inference
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Statistical Inference by Inverse Probability
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The Central Limit Theorem and Linear Minimum Variance Estimation by Laplace and Gauss
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Error Theory. Skew Distributions. Correlation. Sampling Distributions
Keywords
About this book
This is a history of parametric statistical inference, written by one of the most important historians of statistics of the 20th century, Anders Hald. This book can be viewed as a follow-up to his two most recent books, although this current text is much more streamlined and contains new analysis of many ideas and developments. And unlike his other books, which were encyclopedic by nature, this book can be used for a course on the topic, the only prerequisites being a basic course in probability and statistics.
The book is divided into five main sections:
* Binomial statistical inference;
* Statistical inference by inverse probability;
* The central limit theorem and linear minimum variance estimation by Laplace and Gauss;
* Error theory, skew distributions, correlation, sampling distributions;
* The Fisherian Revolution, 1912-1935.
Throughout each of the chapters, the author provides lively biographical sketches of many of the main characters, including Laplace, Gauss, Edgeworth, Fisher, and Karl Pearson. He also examines the roles played by DeMoivre, James Bernoulli, and Lagrange, and he provides an accessible exposition of the work of R.A. Fisher.
This book will be of interest to statisticians, mathematicians, undergraduate and graduate students, and historians of science.
Reviews
From the reviews:
"In this very enjoyable and interesting book, Hald … presents his subject in a very lively style; many ideas and developments in statistics are treated with great clarity. It is very suitable as a course resource in history of statistical inference … . Throughout, the author provides brief biographical sketches of researchers whose contributions to statistics are included here. … A very useful and valuable work on the history of statistical inference. … Summing Up: Highly recommended. Lower- and upper-division undergraduates through faculty." (D. V. Chopra, CHOICE, Vol. 44 (11), July, 2007)
"This is a useful account of the historical development of the theory that underlies the empirically observed stability of data averages for large samples and how their precision may be measured. … The resultant book is a suitable text for a one-semester course on what is arguably the core piece of statistical history." (C. C. Heyde, SIAM Review, Vol. 50 (1), 2008)
Authors and Affiliations
Bibliographic Information
Book Title: A History of Parametric Statistical Inference from Bernoulli to Fisher, 1713-1935
Authors: Anders Hald
Series Title: Sources and Studies in the History of Mathematics and Physical Sciences
DOI: https://doi.org/10.1007/978-0-387-46409-1
Publisher: Springer New York, NY
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer-Verlag New York 2007
Hardcover ISBN: 978-0-387-46408-4Published: 18 December 2006
Softcover ISBN: 978-1-4419-2363-9Published: 19 November 2010
eBook ISBN: 978-0-387-46409-1Published: 24 August 2008
Series ISSN: 2196-8810
Series E-ISSN: 2196-8829
Edition Number: 1
Number of Pages: XIII, 225
Topics: Probability Theory and Stochastic Processes, History of Mathematical Sciences, Statistical Theory and Methods