【新书】统计菜鸟应避免的常见错误（第4版）

Common Errors in Statistics (4th ed),  Phillip I. Good and James W. Hardin
English | 2013 |  352 pages | PDF | 6 MB

【作者简介】Phillip I. Good，James W. Hardin（美国 University of South Carolina数学系教授），南卡大学和北卡大学（University of North Carolina)一样，是统计学传统强校。

【书评】
“对于使用统计学的人来说，这是本引人入胜又珍贵的教科书。”——Choice

"解决了数据收集过程中常见的错误，提供了准确统计分析与报告的珍贵指导。作者们强调小心实践，并强调如何发展出解，揭示了如何在研究中正确使用统计学。”——MAA Reviews


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【书籍简介】
The book provides a mathematically rigorous, yet readily accessible foundation in statistics for experienced readers as well as students learning to design and complete experiments, surveys, and clinical trials.

Providing a consistent level of coherency throughout, the highly readable Fourth Edition focuses on debunking popular myths, analyzing common mistakes, and instructing readers on how to choose the appropriate statistical technique to address their specific task. The authors begin with an introduction to the main sources of error and provide techniques for avoiding them. Subsequent chapters outline key methods and practices for accurate analysis, reporting, and model building. The Fourth Edition features newly added topics, including:

• Baseline data
• Detecting fraud
• Linear regression versus linear behavior
• Case control studies
• Minimum reporting requirements
• Non-random samples