Ewen Harrison, Riinu Pius

R for Health Data Science

• Broschiertes Buch

Produktbeschreibung

R for Health Data Analysis includes everything a healthcare professional needs to go from R Novice to R Guru. By the end of this book, you will be taking a sophisticated approach to health data science with beautiful visualisations, elegant tables, and nuanced analyses.

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Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 364
• Erscheinungstermin: 17. November 2020
• Englisch
• Abmessung: 244mm x 186mm x 24mm
• Gewicht: 710g
• ISBN-13: 9780367428198
• ISBN-10: 0367428199
• Artikelnr.: 60010909

Autorenporträt

Ewen is a surgeon and Riinu is a physicist. And they're both data scientists too. They dabble with a few programming languages and are generally all over technology. They are most enthusiastic about the R statistical programming language and have a combined experience of 25 years using it. They work at the University of Edinburgh and have taught R to hundreds of healthcare professionals and researchers.

Inhaltsangabe

I Data wrangling and visualisation
1. Why we love R
2 R basics
3 Summarising data
4 Different types of plots
5 Fine tuning plots
II Data analysis
6 Working with continuous outcome variables
7 Linear regression
8 Working with categorical outcome variables
9 Logistic regression
10 Time-to-event data and survival
III Workflow
11 The problem of missing data
12 Notebooks and Markdown
13 Exporting and reporting
14 Version control
15 Encryption