Marco Moscarelli
Springer International Publishing
e druk, 2023
9783031330728
Biostatistics With 'R': A Guide for Medical Doctors
Specificaties
Gebonden, blz.
|
Engels
Springer International Publishing |
e druk, 2023
ISBN13: 9783031330728
Rubricering
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book aims not only to introduce fundamental biostatistics topics but to explain them through R-project (R-studio). 'R' is perhaps the more used statistical software in the medical field.
It is structured as a 'scientific journey' and comes with a sham yet realistic dataset ready to be analysed. The dataset along with the R-script can be downloaded from GitHub, and each chapter has dedicated scripts that will enhance the understanding of R and biostatistics.
Specifically designed for whoever works in the medical-academic environment, this practical guide will help the reader to become familiar with basic to advanced biostatistics topic (descriptive - analysis / regression etc.) and to gain solid knowledge of R.
Specificaties
ISBN13:9783031330728
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Inhoudsopgave
Chapter 1. Introduction.- Chapter 2. How “R” works.- Chapter 3. Exploratory data analysis in “R”.- Chapter 4. Data types in “R”.- Chapter 5. Data distribution .- Chapter 6. Precision, accuracy, indices of central tendency.- Chapter 7. Correlation.- Chapter 8. Hypothesis testing.- Chapter 9. Linear regression.- Chapter 10. Logistic regression.- Chapter 11. Survival analysis .- Chapter 12. Propensity score matching.