Basic Concepts of Biostatistics with R Commander

Ayumi Shintani (Autor)

Buch | Softcover

300 Seiten

2023
CRC Press (Verlag)
978-1-138-03593-5 (ISBN)

Infos

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

Inhalt

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.

Produkt-Details

• Erscheinungsdatum: 22.06.2018
• Verlagsort: London
• Sprache: englisch
• Maße: 156 x 234 mm
• Themenwelt: Mathematik / Informatik ► Mathematik
• Themenwelt: Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie
• Themenwelt: Naturwissenschaften ► Biologie
• ISBN-10: 1-138-03593-9 / 1138035939
• ISBN-13: 978-1-138-03593-5 / 9781138035935
• Zustand: Neuware