Doing Better Statistics in Human-Computer Interaction
(Sprache: Englisch)
This book addresses common questions from HCI researchers when trying to do statistical analysis on their data.
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Klappentext zu „Doing Better Statistics in Human-Computer Interaction “
This book addresses common questions from HCI researchers when trying to do statistical analysis on their data.
Inhaltsverzeichnis zu „Doing Better Statistics in Human-Computer Interaction “
Getting started; Part I. Why We Use Statistics: 1. How statistics support science; 2. Testing the null; 3. Constraining Bayes; 4. Effects: what tests test; Part II. How To Use Statistics: 5. Planning your statistical analysis; 6. A cautionary tail: why you should not do a one-tailed test; 7. Is this normal?; 8. Sorting out outliers; 9. Power and two types of error; 10. Using nonparametric tests; 11. A robust t-test; 12. The ANOVA family and friends; 13. Exploring, over-testing and fishing; 14. When is a correlation not a correlation?; 15. What makes a good Likert item?; 16. The meaning of factors; 17. Unreliable reliability: the problem of Cronbach's alpha; 18. Tests for questionnaires.
Bibliographische Angaben
- Autor: Paul (University of York) Cairns
- 250 Seiten, mit Abbildungen, Maße: 14,9 x 22,6 cm, Taschenbuch, Englisch
- Verlag: Cambridge University Press
- ISBN-10: 110871059X
- ISBN-13: 9781108710596
- Erscheinungsdatum: 07.02.2019
Sprache:
Englisch
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