Statistical Data Analysis / Edition 1

Statistical Data Analysis / Edition 1

by Glen Cowan
ISBN-10:
0198501552
ISBN-13:
9780198501558
Pub. Date:
06/28/1998
Publisher:
Oxford University Press, USA

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Overview

Statistical Data Analysis / Edition 1

This book is a guide to the practical application of statistics to data analysis in the physical sciences. The examples emphasize particle physics, but the presentation is quite general and the methods have wide applicability.

Product Details

ISBN-13: 9780198501558
Publisher: Oxford University Press, USA
Publication date: 06/28/1998
Edition description: New Edition
Pages: 216
Product dimensions: 9.10(w) x 6.10(h) x 0.60(d)

Table of Contents

Preface
Notation
1. Fundamental Concepts
2. Examples of Probability Functions
3. The Monte Carlo Method
4. Statistical Tests
5. General Concepts of Parameter Estimation
6. The Method of Maximum Likelihood
7. The Method of Least Squares
8. The Method of Moments
9. Statistical Errors, Confidence Intervals and Limits
10. Characteristic Functions and Related Examples
11. Unfolding
Bibliography
Index
Preface
Notation
1. Fundamental Concepts
2. Examples of Probability Functions
3. The Monte Carlo Method
4. Statistical Tests
5. General Concepts of Parameter Estimation
6. The Method of Maximum Likelihood
7. The Method of Least Squares
8. The Method of Moments
9. Statistical Errors, Confidence Intervals and Limits
10. Characteristic Functions and Related Examples
11. Unfolding
Bibliography
Index

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