Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Mackridge, Adam John (1979-....)
Titre(s) : A practical approach to using statistics in health research [Texte électronique] : from planning to reporting / by Adam Mackridge, Philip Rowe
Publication : Hoboken : Wiley, copyright 2018
Description matérielle : 1 ressource dématérialisée (XVI-218 p.)
Note(s) : Notes bibliogr.
"This book provides an outline with methodological steps of how to use statistics
to analyze your research data. The book begins with a general introduction, which
discusses what you should be trying to achieve with your statistical analysis. This
involves describing the subjects you investigated and their outcomes, determining
whether there is statistically significant evidence of differences in outcomes between
groups of subjects, quantitatively describing effect sizes, and also determining whether
any changes are large enough to be of clinical significance. Next, the authors cover
data types and choosing statistical tests. This includes identifying the factor and
outcome, and also identifying the type of data used to record the outcome. Readers
are then introduced to multiple testing, the Chi-square test, and independent samples
and the two-sample t-test. The Man-Whitney test is discussed, as well as the One-way
ANOVA. Readers are taught how to Carrying out the Kruskal-Wallis test and the McNemar's
test. The Paired t-test is covered, as well as how to carry out the Wilcoxon paired
samples test. Readers are shown how to carry out the repeated measures ANOVA and the
Friedman test. This includes discussion of merits of change in median, change in proportions
in categories, and changes in high/low categories. The book concludes with a discussion
on correlation and regression methods, and a detailed analysis on Cronbach's alpha"
Sujet(s) : Statistique médicale
Médecine -- Recherche -- Méthodes statistiques
Indice(s) Dewey :
610.21 (23e éd.) = Médecine et santé - Statistiques
Identifiants, prix et caractéristiques : ISBN 9781119383611. - ISBN 1119383617. - ISBN 9781119383598. - ISBN 1119383595. -
ISBN 9781119383574 (erroné). - ISBN 9781119383628. - ISBN 1119383625. - ISBN 1119383579.
- ISBN 9781119383574
Identifiant de la notice : ark:/12148/cb457315149
Notice n° :
FRBNF45731514
(notice reprise d'un réservoir extérieur)
Table des matières : Chapter 1. Introduction ; Chapter 2. Data types ; Chapter 3. Presenting and summarizing
data ; Chapter 4. Choosing a statistical test ; Chapter 5. Multiple testing ; Chapter
6. Common issues and pitfalls ; Chapter 7. Contingency chi-square test ; Chapter
8. Independent samples (two-sample) t-test ; Chapter 9. Mann-Whitney test ; Chapter
10. One-way analysis of variance (ANOVA); Including Dunnett's and Tukey's follow up
tests ; Chapter 11. Kruskal-Wallis ; Chapter 12. McNemar's test ; Chapter 13. Paired
t-test ; Chapter 14. Wilcoxon signed rank test ; Chapter 15. Repeated mesures analysis
of variance ; Chapter 16. Friedman test ; Chapter 17. Pearson correlation ; Chapter
18. Spearman correlation ; Chapter 19. Logistic regression ; Chapter 20. Cronbach's
alpha.
