(eBook PDF) Statistics Learning from Data by Roxy Peck

(eBook PDF) Statistics Learning from Data by Roxy Peck – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 1285085248
• ISBN-13 ‏ : ‎ 978-1285085241
• Author: Roxy Peck

Statistics: Learning From Data, written by the respected author team of Roxy Peck and Chris Olsen, offers an innovative approach to teaching and learning AP* Statistics, by tackling the areas that students struggle with most — probability, hypothesis testing, and selecting an appropriate method of analysis. Supported by learning objectives, real-data examples and exercises, and technology notes, this brand new text guides students in gaining conceptual understanding, mechanical proficiency, and the ability to put knowledge into practice. Probability coverage is based on current research that shows how students best learn the subject. Two unique chapters, one on statistical inference and another on learning from experiment data, address two common areas of student confusion: choosing a particular inference method and using inference methods with experimental data.

Table contents:

1. Introduction
2. Getting things done in proportion : categorical data and percentages
3. Summarizing and communicating numbers, lots of numbers
4. Why are we looking at data anyway? : populations and measurement
5. What causes what?
6. Modelling relationships using regression
7. Algorithms, analytics and prediction
8. How sure can we be about what is going on? : estimates and intervals
9. Probability : the language of uncertainty and variability
10. Putting probability and statistics together
11. Answering questions and claiming discoveries
12. Learning from experience the Bayesian way
13. How things go wrong
14. How we can do statistics better
15. In conclusion.

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