Statistical Methods of Analysis

Chin Long Chiang

632 pages, parution le 28/11/2003

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Résumé

This textbook systematically presents fundamental methods of statistical analysis: from probability and statistical distributions, through basic concepts of statistical inference, to a collection of methods of analysis useful for scientific research. It is rich in tables, diagrams, and examples, in addition to theoretical justification of the methods of analysis introduced. Each chapter has a section entitled "Exercises and Problems" to accompany the text. There are altogether about 300 exercises and problems, answers to the selected problems are given. A section entitled "Proof of the Results in This Chapter" in each chapter provides interested readers with material for further study.

Readership: Instructors and students in applied statistics.

Descriptive Statistics
Probability
Random Variables
Probability Distributions
Statistical Inference — Interval Estimation
Hypothesis Testing — Fundamental Concepts
Testing Hypotheses Concerning Population Means and Population Proportions
The Chi-Square Test
Linear Regression
Correlation
Multiple Regression and Correlation
One-Way Analysis of Variance
Two-Way Analysis of Variance — Fixed Effects Model
Two-Way Analysis of Variance Random-Effects Model and Mixed Model
Design of Experiment
Analysis of Covariance
Non-Parametric Statistics

L'auteur - Chin Long Chiang

is Professor in the Graduate School, University of California, Berkeley. He was a visiting professor at Harvard, Yale, Emory, Pittsburgh, North Carolina, Michigan, Minnesota, Vanderbilt, Texas, Washington at Seattle, Peking University, and University of London. Professor Chiang has served as a consultant to the WHO, the NIH, and other agencies. He is a fellow of the IMS, the ASA, and the RSS of London. He has published five books, three of them have been translated into Chinese and one into Japanese.

Caractéristiques techniques

	PAPIER
Éditeur(s)	World Scientific
Auteur(s)	Chin Long Chiang
Parution	28/11/2003
Nb. de pages	632
Format	15,5 x 22,5
Couverture	Broché
Poids	940g
Intérieur	Noir et Blanc
EAN13	9789812383105