Название: Scientific Data Analysis with R: Biostatistical Applications
Автор: Azizur Rahman, Faruq Abdulla, Md. Moyazzem Hossain
Издательство: CRC Press
Год: 2025
Страниц: 419
Язык: английский
Формат: pdf (true)
Размер: 100.3 MB
In an era marked by exponential growth in data generation and an unprecedented convergence of technology and healthcare, the intersection of biostatistics and Data Science has become a pivotal domain. This book is the ideal companion in navigating the convergence of statistical methodologies and Data Science techniques with diverse applications implemented in the open-source environment of R. It is designed to be a comprehensive guide, marrying the principles of biostatistics with the practical implementation of statistics and Data Science in R, thereby empowering learners, researchers, and practitioners with the tools necessary to extract meaningful knowledge from biological, health, and medical datasets. The unifying concept of Data Science integrates statistics, data analysis, Machine Learning, and related methodologies to comprehend and analyze real-world phenomena through data. Drawing on applied mathematics, statistics, Computer Science, and information and communication technologies, Data Science represents the empirical synthesis of actionable knowledge throughout the entire data lifecycle process. This book is intended for students, researchers, and professionals eager to harness the combined power of biostatistics, Data Science, and the R programming language while gathering vital statistical knowledge needed for cutting-edge scientists in all fields.
