Introduction to the New Statistics: Estimation, Open Science, and Beyond

ISBN-13: 9780367531508 / Angielski / Miękka / 2024 / 696 str.

Robert Calin-Jageman

Opis

This fully updated second edition is an essential introduction to inferential statistics. It is the first introductory statistics text to use an estimation approach with meta-analysis from the start and also to explain the new and exciting Open Science practices, which encourage replication and enhance the trustworthiness of research. 

Spis treści

1. Asking and Answering Research Questions

2. Research Fundamentals: Don’t Fool Yourself

3. Picturing and Describing Data

4. The Normal Distribution and Sampling

5. Confidence Intervals and Effect Sizes

6. p Values, Null Hypothesis Significance Testing, and Confidence Intervals

7. The Independent Groups Design

8. The Paired Design

9. Meta-Analysis

10. Open Science and Planning Research

11. Correlation

12. Regression

13. Frequencies, Proportions, and Risk

14. Extended Designs: One Independent Variable

15. Extended Designs: Two Independent Variables

16. Future Directions

O autorze

Geoff Cumming is professor emeritus of La Trobe University, Australia, and has been teaching statistics for over 40 years.

Robert Calin-Jageman is a professor of psychology and the neuroscience program director at Dominican University and has been teaching and mentoring undergraduate students for nine years.