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This accessible informal text is the first introductory statistics book to use an estimation approach from the get go to help readers better understand effect sizes, confidence intervals, and meta-analysis. In Chapter 6 the NHST approach is also introduced and the authors demonstrate how to translate back and forth between these two techniques. The Open Science framework which promotes data replication is integrated throughout. The book promotes critical thinking, comprehension, and retention. It can be used with or without the free ESCI software and videos which feature interactive simulations of key concepts. Exercises with commentary allow readers to test their knowledge of the topic.
This accessible informal text is the first introductory statistics book to use an estimation approach from the get go to help readers better understand effect sizes, confidence intervals, and meta-analysis. In Chapter 6 the NHST approach is also introduced and the authors demonstrate how to translate back and forth between these two techniques. The Open Science framework which promotes data replication is integrated throughout. The book promotes critical thinking, comprehension, and retention. It can be used with or without the free ESCI software and videos which feature interactive simulations of key concepts. Exercises with commentary allow readers to test their knowledge of the topic.
Geoff Cumming is professor emeritus of La Trobe University 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.
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
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Allgemeine Lexika |
| Genre: | Medizin |
| Rubrik: | Wissenschaften |
| Medium: | Taschenbuch |
| Seiten: | 564 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9781138825529 |
| ISBN-10: | 1138825522 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Cumming, Geoff
Calin-Jageman, Robert |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 254 x 177 x 35 mm |
| Von/Mit: | Geoff Cumming (u. a.) |
| Erscheinungsdatum: | 05.10.2016 |
| Gewicht: | 1,24 kg |
Geoff Cumming is professor emeritus of La Trobe University 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.
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
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Allgemeine Lexika |
| Genre: | Medizin |
| Rubrik: | Wissenschaften |
| Medium: | Taschenbuch |
| Seiten: | 564 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9781138825529 |
| ISBN-10: | 1138825522 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Cumming, Geoff
Calin-Jageman, Robert |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 254 x 177 x 35 mm |
| Von/Mit: | Geoff Cumming (u. a.) |
| Erscheinungsdatum: | 05.10.2016 |
| Gewicht: | 1,24 kg |
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