Biostatistics With 'R': A Guide for Medical Doctors [[electronic resource] /] / by Marco Moscarelli

• Autore: Moscarelli Marco
• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023
• Edizione: 1st ed. 2023.
• Descrizione fisica: 1 online resource (248 pages)
• Disciplina: 610
• Soggetto topico: Medicine; Biometry; Clinical medicine - Research; Clinical Medicine; Biostatistics; Clinical Research
• Nota di contenuto: 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.
• Sommario/riassunto: 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. .
• Titolo autorizzato: Biostatistics with 'R
• ISBN: 3-031-33073-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910739412103321
• Lo trovi qui: Univ. Federico II