A practical approach to using statistics in health research : from planning to reporting / Adam Mackridge, Philip Rowe.
By: Mackridge, Adam (Adam John) [author.].
Contributor(s): Rowe, Philip [author.].
Publisher: Hoboken, NJ : Wiley, ©2018Description: xvi, 218 pages : illustration ; 23 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781119383574 (hardback).Subject(s): Medical statistics | Medicine -- Research -- Statistical methods | MEDICAL / Epidemiology | MATHEMATICS / Probability & Statistics / GeneralGenre/Form: Print books.Summary: "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"--Current location | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|
On Shelf | R853.S7 M33 2018 (Browse shelf) | Available | AU00000000013251 |
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R853.S7 J36 2020 JAMA guide to statistics and methods / | R853.S7 K38 2011 Multivariable analysis : a practical guide for clinicians and public health researchers / | R853.S7 K497 2003 Essential medical statistics | R853.S7 M33 2018 A practical approach to using statistics in health research : from planning to reporting / | R853.S7 M68 2014 Intuitive biostatistics : a nonmathematical guide to statistical thinking / | R853.S7 M682 2016 Essential biostatistics : a nonmathematical approach / | R853.S7 P427 2011 Oxford handbook of medical statistics / |
Includes bibliographical references and index.
"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"--