Statistical Approaches for Epidemiology: From Concept to Application

This textbook provides a comprehensive introduction to epidemiology and statistical methods,with a focus on real-life applications and step-by-step guides for data analysis using standard software. It is written by eminent scientists and experts from around the world and is suitable for graduate students,faculty,instructors,and researchers in public health and other health sciences, as well as health professionals and research organizations.

Format: Hardback
Length: 429 pages
Publication date: 13 December 2023
Publisher: Springer International Publishing AG

This comprehensive textbook offers a thorough introduction to the fundamental principles of epidemiology, equipping readers with the essential skills to apply statistical tools in real-world scenarios. Students, often grappling with the complexities of statistical theories and their practical applications, will find this book particularly valuable in demystifying statistical concepts through real-life examples, case studies, and engaging exercises. Moreover, the book provides step-by-step guidance for conducting data analysis and interpretation using widely-used statistical software such as SPSS, SAS, R, Python, and GIS, ensuring a solid understanding of the concepts.

Spanning 23 chapters, the book focuses on teaching readers how to employ statistical methodologies in epidemiological studies and problem-solving. Key topics covered include clinical trials, epidemic investigation and control, geospatial applications in epidemiology, survival analysis and applications using SAS and SPSS, systematic review and meta-analysis: evidence-based decision-making in public health, missing data imputation: a practical guide, artificial intelligence and machine learning, multivariate linear regression and logistics regression analysis using SAS, and more.

Written by esteemed scientists and experts from around the world, including contributors from institutions in the United States, Canada, Bangladesh, India, Hong Kong, Malaysia, and the Middle East, this textbook ensures a global perspective on the field. Each chapter is meticulously crafted by experts in their respective areas, providing readers with the latest insights and research findings.

Statistical Approaches for Epidemiology: From Concept to Application serves as an indispensable resource for graduate students, faculty, instructors, researchers, and practitioners in public health and other health sciences fields. It is also a valuable tool for health researchers in industry, public health and health department professionals, health practitioners, and health research organizations and non-governmental organizations. The book's comprehensive coverage and practical approach make it an essential reference for anyone seeking to advance their understanding of epidemiology and apply statistical methodologies to address real-world health challenges.

Weight: 852g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031417832
Edition number: 1st ed. 2024