Workshop statistics : discovery with data and Fathom
著者
書誌事項
Workshop statistics : discovery with data and Fathom
Key College, c2001
- : softcover
- : hardcover
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注記
"The Workshop Mathematics Project"--Cover
Includes bibliographical references and index
内容説明・目次
内容説明
This book focuses on probability and the Bayesian viewpoint. It presents basic material on probability and then introduces inference by means of Bayes'rule. The emphasis is on statistical thinking and how one learns from data. The objective is to present the basic tenets of statistical inference. Unique in its format, the text allows students to discover statistical concepts, explore statistical principles, and apply statistical techniques. In addition to the numerous activities and exercises around which the text is built, the book includes a basic text exposition for each topic, and data appendices.
目次
- Unit I: Exploring Data: Distibutions
- Data & Variables
- Data, Variables, & Technology
- Displaying & Describing Distributions
- measures of Center
- Measures of Spread. Unit II: Exploring Data: Comparisons & Relationships
- Comparing Distribution I: Quantitative Variables
- Comparing Distributions II: Categorical Variables
- Graphical Displays of Association
- Correlatoin Coefficient
- Least Squares Regression I
- Least Squares Regression II. Unit III: Collecting Data
- Sampling
- Designing Studies. Unit IV: Randomness In Data
- Probability
- Normal Distributions, Sampling
- Distributions I: Proportions
- Sampling
- Distributions II: Means
- Central Limit Theorem. Unit V: Inference from Data: Principles
- Confidence Intervals I: Proportions
- Confidence Intervals II: Means
- Tests of Significance I: Proportions
- Tests of Significance II: Means
- More Inference Considerations. Unit VI: Inference from Data: Comparisons & Relationships
- Comparing Two Means
- Inference for Two-Way Tables
- Inference for Correlation & Regression. General Contents are common to all five Workshop Statistics titles (appendices differ).
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