Principles of Statistics

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Courier Corporation, 1979 - Mathematics - 252 pages
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There are many textbooks which describe current methods of statistical analysis, while neglecting related theory. There are equally many advanced textbooks which delve into the far reaches of statistical theory, while bypassing practical applications. But between these two approaches is an unfilled gap, in which theory and practice merge at an intermediate level. Professor M. G. Bulmer's Principles of Statistics, originally published in 1965, was created to fill that need. The new, corrected Dover edition of Principles of Statistics makes this invaluable mid-level text available once again for the classroom or for self-study. Principles of Statistics was created primarily for the student of natural sciences, the social scientist, the undergraduate mathematics student, or anyone familiar with the basics of mathematical language. It assumes no previous knowledge of statistics or probability; nor is extensive mathematical knowledge necessary beyond a familiarity with the fundamentals of differential and integral calculus. (The calculus is used primarily for ease of notation; skill in the techniques of integration is not necessary in order to understand the text.)
Professor Bulmer devotes the first chapters to a concise, admirably clear description of basic terminology and fundamental statistical theory: abstract concepts of probability and their applications in dice games, Mendelian heredity, etc.; definitions and examples of discrete and continuous random variables; multivariate distributions and the descriptive tools used to delineate them; expected values; etc.
The book then moves quickly to more advanced levels, as Professor Bulmer describes important distributions (binomial, Poisson, exponential, normal, etc.), tests of significance, statistical inference, point estimation, regression, and correlation. Dozens of exercises and problems appear at the end of various chapters, with answers provided at the back of the book. Also included are a number of statistical tables and selected references.
 

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User Review  - amarcobio - LibraryThing

Despite Bulmer's important contributions, his writings are not particularly easy to read. His book on quantitative genetics is the most clear example. This book is a clear expection. Compact and ... Read full review

Contents

THE TWO CONCEPTS OF PROBABILITY
1
THE TWO LAWS OF PROBABILITY
12
RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS
29
DESCRIPTIVE PROPERTIES OF DISTRIBUTIONS
45
EXPECTED VALUES
68
THE BINOMIAL POISSON AND EXPONENTIAL DISTRIBUTIONS
81
THE NORMAL DISTRIBUTION
108
THE x2 t AND F DISTRIBUTIONS
124
TESTS OF SIGNIFICANCE
139
STATISTICAL INFERENCE
165
POINT ESTIMATION
188
REGRESSION AND CORRELATION
209
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