Introduction to Statistics and Data Analysis 6th Edition Roxy Peck

Introduction to Statistics and Data Analysis 6th Edition Roxy Peck- Ebook Instant Download/Delivery ISBN(s): 9781337793612,1337793612,9798214346816

Product details:

• ISBN 13: 9798214346816
• Author: Roxy Peck, Chris Olsen, Tom Short

Peck, Short, and Olsen’s INTRODUCTION TO STATISTICS AND DATA ANALYSIS, 6th Edition lowers the reading level from the previous edition and significantly increases homework scaffolding for difficulty level. In order to get students thinking statistically, this text stresses interpretation and communication of statistical information through hands-on, activity based learning using real data. Written in compliance with the GAISE college report and employing techniques based on modern research into student learning, this text places emphasis on how concepts apply to students and the world around them, then gets into methods using data analysis tools or hand-calculations where necessary. This 6th Edition contains new sections on randomization-based inference: bootstrap methods for simulation-based confidence intervals and randomization tests of hypotheses. These new sections are accompanied by online Shiny apps, which can be used to construct bootstrap confidence intervals and to carry out randomization tests.

Table contents:

1. THE ROLE OF STATISTICS AND THE DATA ANALYSIS PROCESS

2. COLLECTING DATA SENSIBLY:

3. GRAPHICAL METHODS FOR DESCRIBING DATA

4. NUMERICAL METHODS FOR DESCRIBING DATA

5. SUMMARIZING BIVARIATE DATA

6. PROBABILITY

7. RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS

8. SAMPLING VARIABILITY AND SAMPLING DISTRIBUTIONS

9. ESTIMATION USING A SINGLE SAMPLE

10. HYPOTHESIS TESTING USING A SINGLE SAMPLE

11. COMPARING TWO POPULATIONS OR TREATMENTS

12. THE ANALYSIS OF CATEGORICAL DATA AND GOODNESS-OF-FIT TESTS

13. SIMPLE LINEAR REGRESSION AND CORRELATION

14. MULTIPLE REGRESSION ANALYSIS

15. ANALYSIS OF VARIANCE

16. NONPARAMETRIC (DISTRIBUTION-FREE) STATISTICAL METHODS (ONLINE)

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