北美最流行

理解高级统计方法

Peter Westfall, Kevin S. S. Henning, "Understanding Advanced Statistical Methods"
2013 | ISBN-10: 1466512105 | 569 pages | PDF | 14 MB
【作者简介】
Peter H. Westfall为美国Texas Tech University教授；Kevin S. S. Henning为美国Sam Houston State University教授。

【教材简介】
We wrote this book because there is a large gap between the elementary statistics course that most people take and the more advanced research methods courses taken by graduate and upper-division students so they can carry out research projects. These advanced courses include difficult topics such as regression, forecasting, structural equations, survival analysis, and categorical data, often analyzed using sophisticated likelihood-based and even Bayesian methods. However, they typically devote little time to helping students understand the fundamental assumptions and machinery behind these methods. Instead,
they teach the material like witchcraft: Do this, do that, and voilà—statistics! Consequently, students learn little about what they are doing and why they are doing it. Like trained parrots, they learn how to recite statistical jargon mindlessly. The goal of this book is to make statistics less like witchcraft and to treat students as intelligent humans and not as trained parrots—thus the title, Understanding Advanced Statistical Methods.
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