An updated and revised edition of the popular introduction to statistics for students of economics or business, suitable for a one- or two-semester course. Presents an approach that is generally available only in much more advanced texts, yet uses the simplest mathematics consistent with a sound presentation. This Fifth Edition includes a wealth of new problems and examples (many of them real-life problems drawn from the literature) to support the theoretical discussion. Emphasizes the regression model, including nonlinear and multiple regression. Topics covered include randomization to eliminate bias, exploratory data analysis, graphs, expected value in bidding, the bootstrap, path analysis, robust estimation, maximum likelihood estimation and Bayesian estimation and decisions.
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An updated and revised edition of the popular introduction to statistics for students of economics or business, suitable for a one-- or two--semester course. Presents an approach that is generally available only in much more advanced texts, yet uses the simplest mathematics consistent with a sound presentation.
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BASIC PROBABILITY AND STATISTICS. The Nature of Statistics. Descriptive Statistics. Probability. Probability Distributions. Two Random Variables. INFERENCE FOR MEANS AND PROPORTIONS. Sampling. Point Estimation. Confidence Intervals. Hypothesis Testing. Analysis of Variance (ANOVA). REGRESSION: RELATING TWO OR MORE VARIABLES. Fitting a Line. Simple Regression. Multiple Regression. Regression Extensions. Correlation. TOPICS IN CLASSICAL AND BAYESIAN INFERENCE. Nonparametric and Robust Statistics. Chi-Square Tests. Maximum Likelihood Estimation. Bayesian Inference. Bayesian Decision Theory. Appendices. Tables. References. Answers to Odd-Numbered Problems. Glossary of Common Symbols. Index of Examples and Problems. Index.
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Produktdetaljer

ISBN
9780471615187
Publisert
1990-04-29
Utgave
5. utgave
Utgiver
Vendor
John Wiley & Sons Inc
Vekt
1202 gr
Høyde
239 mm
Bredde
193 mm
Dybde
31 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
736

Biographical note

Thomas H. Wonnacott is the author of Introductory Statistics, 5th Edition, published by Wiley.

Ronald Johnston Wonnacott OC FRSC was a Canadian economist. Wonnacott received his bachelor's and master's degrees from the University of Western Ontario, then earned a doctorate from Harvard University. He taught at Western from 1958 to 1996, and served as William G. Davis Professor of International Trade.