Mathematical Methods of Statistics
Harald Cramér’s classic synthesis of statistical mathematical theory—an invaluable resource for students and practitioners alike

In the 1930s, as British and American statisticians were developing the science of statistical inference, French and Russian probabilitists transformed the classical calculus of probability into a rigorous and pure mathematical theory. In this incisive and authoritative book, Harald Cramér unites these two major lines of development, providing a masterly exposition of the mathematical methods of modern statistics that set the standard in the field still followed today.

Requiring only a working knowledge of undergraduate mathematics, this self-contained book begins with an introduction to the fundamental concept of a distribution and of integration with respect to a distribution. It goes on to discuss the general theory of random variables and probability distributions, the theory of sampling, statistical estimation, and tests of significance.

Blending lucid and accessible writing with mathematical rigor, Mathematical Methods of Statistics belongs on the shelf of anyone interested in statistical methods and remains the standard reference on the subject today.

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Mathematical Methods of Statistics
Harald Cramér’s classic synthesis of statistical mathematical theory—an invaluable resource for students and practitioners alike

In the 1930s, as British and American statisticians were developing the science of statistical inference, French and Russian probabilitists transformed the classical calculus of probability into a rigorous and pure mathematical theory. In this incisive and authoritative book, Harald Cramér unites these two major lines of development, providing a masterly exposition of the mathematical methods of modern statistics that set the standard in the field still followed today.

Requiring only a working knowledge of undergraduate mathematics, this self-contained book begins with an introduction to the fundamental concept of a distribution and of integration with respect to a distribution. It goes on to discuss the general theory of random variables and probability distributions, the theory of sampling, statistical estimation, and tests of significance.

Blending lucid and accessible writing with mathematical rigor, Mathematical Methods of Statistics belongs on the shelf of anyone interested in statistical methods and remains the standard reference on the subject today.

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Mathematical Methods of Statistics

Mathematical Methods of Statistics

by Harald Cramér
Mathematical Methods of Statistics

Mathematical Methods of Statistics

by Harald Cramér

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Overview

Harald Cramér’s classic synthesis of statistical mathematical theory—an invaluable resource for students and practitioners alike

In the 1930s, as British and American statisticians were developing the science of statistical inference, French and Russian probabilitists transformed the classical calculus of probability into a rigorous and pure mathematical theory. In this incisive and authoritative book, Harald Cramér unites these two major lines of development, providing a masterly exposition of the mathematical methods of modern statistics that set the standard in the field still followed today.

Requiring only a working knowledge of undergraduate mathematics, this self-contained book begins with an introduction to the fundamental concept of a distribution and of integration with respect to a distribution. It goes on to discuss the general theory of random variables and probability distributions, the theory of sampling, statistical estimation, and tests of significance.

Blending lucid and accessible writing with mathematical rigor, Mathematical Methods of Statistics belongs on the shelf of anyone interested in statistical methods and remains the standard reference on the subject today.


Product Details

ISBN-13: 9780691005478
Publisher: Princeton University Press
Publication date: 04/12/1999
Series: Princeton Landmarks in Mathematics and Physics , #9
Edition description: New Edition
Pages: 575
Product dimensions: 7.75(w) x 10.00(h) x (d)

About the Author

Harald Cramér (1893–1985) was professor of actuarial mathematics and mathematical statistics and director of the Institute of Mathematical Statistics at the University of Stockholm.

Table of Contents

Pt. 1Mathematical Introduction
Sets of Points3
Theory of Measure and Integration in R[subscript 1]19
Theory of Measure and Integration in R[subscript n]76
Various Questions89
Pt. 2Random Variables and Probability Distributions
Foundations137
Variables and Distributions in R[subscript 1]166
Variables and Distributions in R[subscript n]260
Pt. 3Statistical Inference
Generalities323
Sampling Distributions341
Tests of Significance, I416
Theory of Estimation473
Tests of Significance, II525
Table 1The Normal Distribution557
Table 2The Normal Distribution557
Table 3The x[superscript 2]-Distribution559
Table 4The t-Distribution560
List of References561
Index571

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