Health Metrics and the Spread of Infectious Diseases: Machine Learning Applications and Spatial Modelling Analysis with R (1)

By:

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis
Health Metrics and the Spread of Infectious Diseases: Machine Learning Applications and Spatial Modelling Analysis with R is an introductory guide to health metrics and infectious diseases. It demonstrates how to calculate these metrics to compare the health status of different countries and explores the world of infectious diseases. It tests various machine learning tools for analyzing trends and relationships among key variables, aiming to prevent unexpected outcomes. Through detailed explanations and practical examples, readers will gain a comprehensive understanding of Disability Adjusted Life Years (DALYs) and their components.Key Features: Structured into four main sections—foundational health metrics, machine learning applications, data visualization, and real-world case studies Integrates real-world case studies with data visualization and machine learning techniques, including spatial modelling with the R programming language Covers specific infectious diseases such as COVID-19 and malaria, providing insights into their spread and control Includes detailed explanations, practical exercises, and clear illustrations to enhance understanding and application Adopts a practical approach, making advanced concepts accessible to a wide audience The book is primarily aimed at researchers, data scientists, and public health professionals who seek to leverage data to improve health outcomes. By blending theoretical knowledge with practical applications, the book equips readers with the tools to make informed decisions and produce meaningful data analyses in public health.
Copyright:
2026

Book Details

Book Quality:
Publisher Quality
Book Size:
338 Pages
ISBN-13:
9781040357378
Related ISBNs:
9781040357361, 9781032625782, 9781032625935
Publisher:
CRC Press
Date of Addition:
Copyrighted By:
Federica Gazzelloni
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Mathematics and Statistics, Medicine
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

Reviews

No Rating Yet