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We live in a data-driven world, and this is a book about understanding and working with that data. In order to be informed citizens, authors Rob Gould and Colleen Ryan believe that learning statistics extends beyond the classroom to an essential life skill. They teach students of all math backgrounds how to think about data, how to reason using data, and how to make decisions based on data.
Language: English
ISBN-10 : 0321322150
ISBN-13 : 978-0321322159
ISBN-13 : 9780321322159
Author: Robert N. Gould , Colleen N. Ryan
introductory statistics exploring the world through data
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Table of Content:
1. Introduction to Data
2. Picturing Variation with Graphs
3. Numerical Summaries of Center and Variation
4. Regression Analysis: Exploring Associations between Variables
5. Modeling Variation with Probability
6. Modeling Random Events: The Normal and Binomial Models
7. Survey Sampling and Inference
8. Hypothesis Testing for Population Proportions
9. Inferring Population Means
10. Associations between Categorical Variables
11. Multiple Comparisons and Analysis of Variance
12. Experimental Design: Controlling Variation
13. Inference without Normality
14. Inference for Regression
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