Books  Physical Sciences  Mathematics 

Statistical Principles and Techniques in Scientific and Social Investigations

By: Wojtek Krzanowski

256 pages, Illus

Oxford University Press

Paperback | Jun 2007 | #169100 | ISBN-13: 9780199213092
Availability: Usually dispatched within 6 days Details
NHBS Price: £43.00 $57/€49 approx
Hardback | Jun 2007 | #169101 | ISBN-13: 9780199213108
Availability: Usually dispatched within 2-3 weeks Details
NHBS Price: £84.00 $112/€95 approx

About this book

Provides a survey of the logic and reasoning underpinning statistical analysis, as well as giving a broad-brush overview of the various statistical techniques that play a major role in scientific and social investigations. Arranged in rough historical order, the text starts with the ideas of probability that underpin statistical methods and progresses through the developments of the nineteenth and twentieth centuries to modern concerns and solutions. Assuming only a basic level of Mathematics and with numerous examples and illustrations, this text presents a valuable resource not only to the experienced researcher but also to the student, by complementing courses in a wide range of substantive areas and enabling the reader to rise above the details in order to see the overall structure of the subject.


Contents

Preface; 1. Probability; 2. Populations, samples, and data summary; 3. Population models; 4. Statistical inference - the frequentist approach; 5. Statistical inference - Bayesian and other approaches; 6. Linear models and least squares; 7. Generalising the linear model; 8. Association between variables; 9. Investigating complex data sets; 10. Special topics; Sources and further reading; Index


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