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Essential Statistics, Regression, and Econometrics

Autor Gary Smith
en Limba Engleză Paperback – 9 iun 2026
Essential Statistics, Regression, and Econometrics, Third Edition, is intended to help students in an introductory statistics course develop their statistical reasoning and critical thinking skills. To demonstrate the power, elegance, and even beauty of statistical reasoning, this book provides hundreds of new and updated examples, and discusses not only the uses but also the abuses of statistics. The examples are drawn from many real, contemporary areas to show that statistical reasoning is not an irrelevant abstraction, but an important part of everyday life. Innovative in its extended emphasis on statistical reasoning, real data, pitfalls in statistical analysis, the perils of p-hacking and data mining, and modeling issues, including functional forms and causality, the book is readable and non-intimidating, with extensive word problems that emphasize intuition, understanding, and practical applications. Now in its Third Edition, this popular resource highlights recent exciting discoveries and provides a thorough foundation for students, instructors, and researchers alike, all approaching the field from a variety of backgrounds.

  • Includes hundreds of updated and new, real-world examples to engage students in the meaning and impact of statistics
  • Focuses on essential information to enable students to develop their own statistical reasoning
  • Provides coverage ideal for one-quarter or one-semester courses taught in the fields of economics, business, finance, politics, sociology, and psychology departments, as well as in law and medical schools
  • Offers an ancillary website with an instructors solutions manual, student solutions manual, worked-out exercises, and supplemental chapters
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Specificații

ISBN-13: 9780443448072
ISBN-10: 0443448078
Pagini: 400
Dimensiuni: 191 x 235 mm
Ediția:3
Editura: ELSEVIER SCIENCE

Cuprins

1. Data, Data, Data
2. Displaying Data
3. Descriptive Statistics
4. Probability
5. Sampling
6. Estimation
7. Hypothesis Testing
8. Simple Regression
9. The Art of Regression Analysis
10. Multiple Regression
11. Replication Crisis

Recenzii

"It is very well written, and covers the basics clearly and understandably to someone with only high school algebra — nothing more advanced is needed." --MAA Reviews
"I can wholeheartedly recommend this book as an introductory book for a statistics course taught to early undergraduate economics students. It is clear and well-written and contains a wealth of interesting examples, exercises, and historical anecdotes. The author has done an excellent job..." --The Gazette
"I can wholeheartedly recommend this book as an introductory book for a statistics course taught to early undergraduate economics students. It is clear and well-written and contains a wealth of interesting examples, exercises, and historical anecdotes. The author has done an excellent job in elucidating statistical methods in an econometric context." --Gazette of the Australian Mathematical Society