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Essential Statistics, Regression, and Econometrics, Second Edition

โœ Scribed by Smith, Gary


Publisher
Academic Press
Year
2012
Tongue
English
Leaves
381
Edition
2
Category
Library

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โœฆ Synopsis


Essential Statistics, Regression, and Econometrics, Second Edition, is innovative in its focus on preparing students for regression/econometrics, and in its extended emphasis on statistical reasoning, real data, pitfalls in data analysis, and modeling issues. This book is uncommonly approachable and easy to use, with extensive word problems that emphasize intuition and understanding. Too many students mistakenly believe that statistics courses are too abstract, mathematical, and tedious to be useful or interesting. To demonstrate the power, elegance, and even beauty of statistical reasoning, this book provides hundreds of new and updated interesting and relevant examples, and discusses not only the uses but also the abuses of statistics. The examples are drawn from many areas to show that statistical reasoning is not an irrelevant abstraction, but an important part of everyday life.

  • 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
  • Ideal for one-quarter or one-semester courses taught in economics, business, finance, politics, sociology, and psychology departments, as well as in law and medical schools

โœฆ Table of Contents


Content:
Front Matter,Copyright,IntroductionEntitled to full text1 - Data, Data, Data, Pages 1-25
2 - Displaying Data, Pages 27-70
3 - Descriptive Statistics, Pages 71-98
4 - Probability, Pages 99-137
5 - Sampling, Pages 139-161
6 - Estimation, Pages 163-187
7 - Hypothesis Testing, Pages 189-218
8 - Simple Regression, Pages 219-259
9 - The Art of Regression Analysis, Pages 261-299
10 - Multiple Regression, Pages 301-337
11 - Modeling (Optional), Pages 339-367
Appendix, Pages 369-370
References, Pages 371-380
Index, Pages 381-386


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