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STATISTICS: LEARNING FROM DATA, by respected and successful author Roxy Peck, resolves common problems faced by learners of elementary statistics with an innovative approach. Peck tackles the areas learners struggle with most–probability, hypothesis testing, and selecting an appropriate method of analysis–unlike any book on the market. Probability coverage is based on current research that shows how users best learn the subject. Two unique chapters, one on statistical inference and another on learning from experiment data, address two common areas of confusion: choosing a particular inference method and using inference methods with experimental data. Supported by learning objectives, real-data examples and exercises, and technology notes, this brand new book guides readers in gaining conceptual understanding, mechanical proficiency, and the ability to put knowledge into practice.
Language: English
ISBN-10: 0495553263
ISBN-13: 978-0495553267
ISBN-13: 9780495553267
Author: Roxy Peck
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Solution Manual for Statistics Learning from Data 1st Edition Peck 0495553263 9780495553267
Table of Content:
1. Collecting Data in Reasonable Ways.
2. Graphical Methods for Describing Data Distributions.
3. Numerical Methods for Describing Data Distributions.
4. Describing Bivariate Numerical Data.
5. Probability.
6. Random Variables and Probability Distributions.
7. An Overview of Statistical InferenceāLearning from Data.
8. Sampling Variability and Sampling Distributions.
9. Estimating a Population Proportion.
10. Asking and Answering Questions about a Population Proportion.
11. Asking and Answering Questions about the Difference between Two Population Proportions.
12. Asking and Answering Questions about a Population Mean.
13. Asking and Answering Questions about the Difference between Two Population Means.
14. Learning from Experiment Data.
15. Learning from Categorical Data.
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