The Statistical Sleuth: A Course in Methods of Data Analysis, 3/e (Paperback)
暫譯: 統計偵探：數據分析方法課程（第三版，平裝本）
Ramsey
- 出版商: Cengage Learning
- 出版日期: 2013-01-01
- 定價: $1,140
- 售價: 9.8 折 $1,117
- 語言: 英文
- 頁數: 784
- 裝訂: 平裝
- ISBN: 1133588190
- ISBN-13: 9781133588191
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
- Real-world case studies introduce each method.
- Problems are those graduate researchers typically encounter, with regression as the principal featured tool. Generalized linear models, repeated measures, and serial correlation are also included.
- The fundamentals of drawing sound inferences receive strong, early coverage in Chapters 1–4, introduced by means of two-sample problems.
- The book presents an excellent discussion of design issues (as they apply to case studies) throughout, and includes two experimental design chapters at the end of the book.
商品描述(中文翻譯)
- 實際案例研究介紹每種方法。
- 問題是研究生通常會遇到的，以迴歸分析作為主要工具，還包括廣義線性模型、重複測量和序列相關性。
- 在第1至第4章中，對於正確推論的基本原則進行了強而有力的早期介紹，通過兩樣本問題來引入。
- 本書在整體上對設計問題（適用於案例研究）進行了出色的討論，並在書末包含了兩章實驗設計。
目錄大綱
1. Drawing Statistical Conclusions.
2. Inference Using t-Distributions.
3. A Closer Look at Assumptions.
4. Alternatives to the t-Tools.
5. Comparisons among Several Samples.
6. Linear Combinations and Multiple Comparisons of Means.
7. Simple Linear Regression: A Model for the Mean.
8. A Closer Look at Assumptions for Simple Linear Regression.
9. Multiple Regression.
10. Inferential Tools for Multiple Regression.
11. Model Checking and Refinement.
12. Strategies for Variable Selection.
13. The Analysis of Variance for Two-Way Classifications.
14. Multifactor Studies Without Replication.
15. Adjustment for Serial Correlation.
16. Repeated Measures and Other Multivariate Responses.
17. Exploratory Tools for Summarizing Multivariate Responses.
18. Comparisons of Proportions or Odds.
19. More Tools for Tables of Counts.
20. Logistics Regression for Binary Response Variables.
21. Logistic Regression for Binomial Counts.
22. Log-Linear Regression for Poisson Counts.
23. Elements of Research Design.
24. Factorial Treatment Arrangements and Blocking Designs.
目錄大綱(中文翻譯)
1. Drawing Statistical Conclusions.
2. Inference Using t-Distributions.
3. A Closer Look at Assumptions.
4. Alternatives to the t-Tools.
5. Comparisons among Several Samples.
6. Linear Combinations and Multiple Comparisons of Means.
7. Simple Linear Regression: A Model for the Mean.
8. A Closer Look at Assumptions for Simple Linear Regression.
9. Multiple Regression.
10. Inferential Tools for Multiple Regression.
11. Model Checking and Refinement.
12. Strategies for Variable Selection.
13. The Analysis of Variance for Two-Way Classifications.
14. Multifactor Studies Without Replication.
15. Adjustment for Serial Correlation.
16. Repeated Measures and Other Multivariate Responses.
17. Exploratory Tools for Summarizing Multivariate Responses.
18. Comparisons of Proportions or Odds.
19. More Tools for Tables of Counts.
20. Logistics Regression for Binary Response Variables.
21. Logistic Regression for Binomial Counts.
22. Log-Linear Regression for Poisson Counts.
23. Elements of Research Design.
24. Factorial Treatment Arrangements and Blocking Designs.
