Introduction to the practice of statistics
著者
書誌事項
Introduction to the practice of statistics
W.H. Freeman, c2012
7th ed
- : International ed., with CD
- : CD-ROM
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注記
"Student CD-ROM"--On CD-ROM
Includes index
内容説明・目次
内容説明
With a focus on data analysis, statistical reasoning, and the way statisticians actually work, IPS has helped to revolutionize the way statistics are taught and brings critical thinking and practical applications to your course.Revised for more learner-friendly progression, the 7th edition includes 30% new exercises, including international examples such as Facebook usage trends outside the USA. What this book offers students: * Focuses on data analysis and practical applications, showing the way statisticians actually work. * Fosters statistical reasoning and decision-making skills, not just calculation drills, through a focus on problem-solving practice. * Presents contemporary real data in real contexts, making the numbers and why we analyse them meaningful. * Includes examples from many interesting disciplines (from psychology to medicine and business) to give relevance to the material covered.
目次
PART I: LOOKING AT DATA Looking at Data-Distributions Looking at Data-Relationships Producing Data PART II: PROBABILITY AND INFERENCE Probability: The Study of Randomness Sampling Distributions Introduction to Inference Inference for Distributions Inference for Proportions PART III: TOPICS IN INFERENCE Analysis of Two-Way Tables Inference for Regression Multiple Regression One-Way Analysis of Variance Two-Way Analysis of Variance Additional chapters available on the CD-ROM and online: Logistic Regression Nonparametric Tests Bootstrap Methods and Permutation Tests Statistics for Quality: Control and Capability
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