Statistics in Precision Health (eBook)

Theory, Methods and Applications

Yichuan Zhao, Ding-Geng Chen (Herausgeber)

eBook Download: PDF

2024 | 2024
XVII, 544 Seiten
Springer International Publishing (Verlag)
978-3-031-50690-1 (ISBN)

Infos

This book discusses statistical methods and their innovative applications in precision health. It serves as a valuable resource to foster the development of this growing field within the context of the big data era.  The chapters cover a wide range of topics, including foundational principles, statistical theories, new procedures, advanced methods, and practical applications in precision medicine. Particular attention is devoted to the interplay between precision health, big data, and mobile health research, while also exploring precision medicine's role in clinical trials, electronic health record data analysis, survival analysis, and genomic studies. Targeted at data scientists, statisticians, graduate students, and researchers in academia, industry, and government, this book offers insights into the latest advances in personalized medicine using advanced statistical techniques.

Produkt-Details

• Erscheint lt. Verlag: 9.7.2024
• Reihe/Serie: ICSA Book Series in Statistics
• Zusatzinfo: XVII, 544 p. 95 illus., 80 illus. in color.
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Datenbanken
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Medizin / Pharmazie
• Schlagworte: adaptive design • Data Mining • Individualized Decision Making • Precision medicine • Sequential Clinical Decisions • subgroup analysis • Survival Analysis
• ISBN-10: 3-031-50690-1 / 3031506901
• ISBN-13: 978-3-031-50690-1 / 9783031506901