Even you can learn statistics and analytics : an easy to understand guide to statistics and analytics
著者
書誌事項
Even you can learn statistics and analytics : an easy to understand guide to statistics and analytics
Pearson Education Inc., c2015
3rd ed.
- : pbk
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注記
Includes bibliographical references and index
収録内容
- Fundamentals of statistics
- Presenting data in tables and charts
- Descriptive statistics
- Probability
- Probability distributions
- Sampling distributions and confidence intervals
- Fundamentals of hypothesis testing
- Hypothesis testing: Z and t tests
- Hypothesis testing: chi-square tests and the one-way analysis of variance (ANOVA)
- Simple linear regression
- Multiple regression
- Fundamentals of analytics
- Descriptive analytics
- Predictive analytics
内容説明・目次
内容説明
There is a new edition of this book available: Even You Can Learn Statistics and Analytics: An Easy to Understand Guide, 4th Edition (ISBN-13: 978-0-13-765476-5).
Thought you couldn't learn statistics? You can - and you will! Even You Can Learn Statistics and Analytics, Third Edition is the practical, up-to-date introduction to statistics - for everyone! Now fully updated for "big data" analytics and the newest applications, it'll teach you all the statistical techniques you'll need for finance, marketing, quality, science, social science, and more - one easy step at a time. Simple jargon-free explanations help you understand every technique, and extensive practical examples and worked problems give you all the hands-on practice you'll need. This edition contains more practical examples than ever - all updated for the newest versions of Microsoft Excel. You'll find downloadable practice files, templates, data sets, and sample models - including complete solutions you can put right to work! Learn how to do all this, and more:
Apply statistical techniques to analyze huge data sets and transform them into valuable knowledge
Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3
Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics
Use probability and probability distributions
Work with sampling distributions and confidence intervals
Test hypotheses with Z, t, chi-square, ANOVA, and other techniques
Perform powerful regression analysis and modeling
Use multiple regression to develop models that contain several independent variables
Master specific statistical techniques for quality and Six Sigma programs
Hate math? No sweat. You'll be amazed at how little you need. Like math? Optional "Equation Blackboard" sections reveal the mathematical foundations of statistics right before your eyes. If you need to understand, evaluate, or use statistics in business, academia, or anywhere else, this is the book you've been searching for!
目次
Introduction: The Even You Can Learn Statistics and Analytics Owners Manual
Chapter 1: Fundamentals of Statistics
Chapter 2: Presenting Data in Tables and Charts
Chapter 3: Descriptive Statistics
Chapter 4: Probability
Chapter 5: Probability Distributions
Chapter 6: Sampling Distributions and Confidence Intervals
Chapter 7: Fundamentals of Hypothesis Testing
Chapter 8: Hypothesis Testing: Z and t Tests
Chapter 9: Hypothesis Testing: Chi-Square Tests and the One-Way Analysis of Variance (ANOVA)
Chapter 10: Simple Linear Regression
Chapter 11: Multiple Regression
Chapter 12: Fundamentals of Analytics
Chapter 13: Descriptive Analytic
Chapter 14: Predictive Analytics
Appendix A: Microsoft Excel Operation and Configuration
Appendix B: Review of Arithmetic and Algebra
Appendix C: Statistical Tables
Appendix D: Spreadsheet Tips
Appendix E: Advanced Techniques
Appendix F: Documentation for Downloadable Files
Glossary
Index
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