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Statistics for Managers Using Microsoft Excel
ISBN: 9780131440548 | 0131440543
Edition: 4thFormat: Hardcover
Publisher: Prentice Hall
Pub. Date: 1/1/2004
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Thoroughly integrating the use of Microsoft Excel, this streamlined volume on business statistics uses an applied approach that focuses on the concepts and applications of statistics to the functional areas of business. Revised to increase the emphasis on concepts and applications and to more seamlessly integrate coverage on Microsoft Excel, it offers detailed, step-by-step explanations on the use of Microsoft Excel to perform statistical analysis on every topic covered in the book and integrates numerous illustrations of Excel output and dialog boxes. Concepts and methods covered include data collection and presentation, numerical descriptive measures, probability distributions, interval estimation, hypothesis testing, variance, linear regression and statistical applications in quality and productivity management. For managers in accounting, marketing, management, and economics and finance.
| Preface | |
| Introduction and Data Collection | |
| Presenting Data in Tables and Charts | |
| Numerical Descriptive Measures | |
| Basic Probability | |
| Some Important Discrete Probability Distributions | |
| The Normal Distribution and Other Continuous Distributions | |
| Sampling and Sampling Distributions | |
| Confidence Interval Estimation | |
| ... MORE | |
| Two-Sample Tests | |
| Analysis of Variance | |
| Chi-Square Tests and Nonparametric Tests | |
| Simple Linear Regression | |
| Introduction to Multiple Regression | |
| Multiple Regression Model Building | |
| Time-Series Forecasting and Index Numbers | |
| Decision Making | |
| Statistical Applications in Quality Management | |
| Appendices | |
| Review of Arithmetic, Algebra, and Logarithms | |
| Summation Notation | |
| Statistical Symbols and Greek Alphabet | |
| CD-ROM Contents | |
| Tables | |
| Configuring Microsoft Excel and Installing PHStat | |
| Self-Test Solutions and Answers to Selected Even-Numbered Problems | |
| Index | |
| CD-ROM Topics | |
| Counting Rules | |
| Using the Poisson Distribution to Approximate the Binomial Distribution | |
| The Normal Approximation to the Binomial Distribution | |
| Sampling from Finite Populations | |
| Estimation and Sample Size Determination for Finite Populations | |
| The Power of a Test | |
| The Randomized Block Design | |
| Chi-Square Test for a Variance or Standard Deviation | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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