Basic Concepts of Biostatistics with R Commander
Author:   Ayumi Shintani (Osaka City University, Osaka, Japan)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781138035935


Pages:   300
Publication Date:   19 August 2023
Format:   Paperback
Availability:   In Print   Availability explained
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Basic Concepts of Biostatistics with R Commander


Overview

Introduces basic concepts of biostatistics Avoids mathematical formulas Hands-on exercise with free software Downloadable datasets Includes advanced concepts in survival analysis and prognostic modeling

Full Product Details

Author:   Ayumi Shintani (Osaka City University, Osaka, Japan)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
ISBN:  

9781138035935


ISBN 10:   1138035939
Pages:   300
Publication Date:   19 August 2023
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Describing data. Hypothesis testing. Epidemiological study design. Selecting proper statistical tests. Comparing a continuous outcome variable between two independent groups: Student’s t-test and Mann-Whitney U test. Paired-t tests and Wilcoxon’s signed rank tests. Comparing continuous variable between three+ groups: Analysis of Variance, Kruskal-Wallis tests, Friedman tests. Linear regression and correlation analysis. Relative risk, Rate ratio, Odds ratio, Logistic regression. Analysis for disease diagnosis and prognosis: Sensitivity, specificity and receiver-operating-curve (ROC). Survival Analysis. Computing sample size for a clinical research.

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