Practical business statistics
著者
書誌事項
Practical business statistics
Academic Press/Elsevier, c2012
6th ed
- : [set]
- [text]
- [CD-ROM]
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注記
[set]: text accompanied by 1 CD-ROM, "StatPad : quick and easy data analysis using excel"
Includes index
内容説明・目次
- 巻冊次
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[text] ISBN 9780123852083
内容説明
Practical Business Statistics, Sixth Edition, is a conceptual , realistic, and matter-of-fact approach to managerial statistics that carefully maintains, but does not overemphasize, mathematical correctness. The book offers a deep understanding of how to learn from data and how to deal with uncertainty while promoting the use of practical computer applications. This teaches present and future managers how to use and understand statistics without an overdose of technical detail, enabling them to better understand the concepts at hand and to interpret results. The text uses excellent examples with real world data relating to the functional areas within Business such as finance, accounting, and marketing. It is well written and designed to help students gain a solid understanding of fundamental statistical principles without bogging them down with excess mathematical details.
This edition features many examples and problems that have been updated with more recent data sets, and continues to use the ever-changing Internet as a data source. Supplemental materials include companion website with datasets and software.
Each chapter begins with an overview, showing why the subject is important to business, and ends with a comprehensive summary, with key words, questions, problems, database exercises, projects, and cases in most chapters.
This text is written for the introductory business/management statistics course offered for undergraduate students or Quantitative Methods in Management/ Analytics for Managers at the MBA level.
目次
1. Introduction: Defining the Role of Statistics in Business2. Data Structures: Classifying the Various Types of Data Sets3. Histograms: Looking at the Distribution of Data4. Landmark Summaries: Interpreting Typical Values and Percentiles5. Variability: Dealing with Diversity6. Probability: Understanding Random Situations7. Random Variables: Working with Uncertain Numbers8. Random Sampling: Planning Ahead for Data Gathering9. Confidence Intervals: Admitting that Estimates are not Exact10. Hypothesis Testing: Deciding Between Reality and Coincidence11. Correlation and Regression: Measuring and Predicting Relationships12. Multiple Regression: Predicting One Factor from Several Others13. Report Writing: Communicating the Results of a Multiple Regression14. Time Series: Understanding Changes Over Time15. Anova: Testing for Differences Among Many Samples, and Much More16. Nonparametrics: Testing with Ordinal Data or Nonnormal Distributions17. Chi-Squared Analysis: Testing for Patterns in Qualitative Data18. Quality Control: Recognizing and Managing VariationApp A. Employee DatabaseApp B. Donations Database App C. Self-Test: Solutions to Selected Problems and Database Exercises App D. Statistical TablesApp E. Statpad Quick Reference Guide
- 巻冊次
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[CD-ROM] ISBN 9780124159518
内容説明
StatPad is a CD-ROM add-in that simplifies analysis when using Excel (R). Statistical methods are organized for quick and easy access, and results are placed back into the worksheet together with an explanation of the results. In addition to making computation more accessible, this approach ensures that the students will still have convenient access to statistical methods after the course is over. Many former students continue to use StatPad-and statistics-in their managerial work.
StatPad was developed by Skyline Technologies, Inc., with the assistance of Andrew F. Siegel. Through the use of familiar Windows (R) and Excel (R) style dialog boxes, with the results placed back into the spreadsheet, statistics operations essentially become part of the worksheet, just like any other spreadsheet command. By breaking down barriers to the effective use of computers, statistical concepts can be learned more quickly and painlessly.
- 巻冊次
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: [set] ISBN 9780124159525
内容説明
Practical Business Statistics with StatPad combines two excellent resources for the added benefit of students and instructors. Practical Business Statistics is a book that motivates business students to learn by showing how each concept and method can be used by managers in the real world, with many current data examples from business and government websites presented in a well-written and lively style. StatPad is statistical software, specifically, an add-in that simplifies data analysis when using Excel by organizing statistical methods for quick and easy access, while providing interpretations of the results along with the standard numbers.
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