著者:Yinglin Xia, Jun Sun
出版社: Springer International Publishing
発売日: 2023年05月15日
This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioi……続きを見る
"Overall, this textbook is a perfect guide for interested researchers and students who wish to understand the rationale and methods of causal inference. Each chapter provides an R implementation of ……続きを見る
著者:Giovanni Cerulli
出版社: Springer International Publishing
発売日: 2023年11月14日
This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applications using Python, R, and Stata. It provides a balance between theory and app……続きを見る
A health disparity refers to a higher burden of illness, injury, disability, or mortality experienced by one group relative to others attributable to multiple factors including socioeconomic status,……続きを見る
This book provides a highly practical introduction to Bayesian statistical modeling with Stan, which has become the most popular probabilistic programming language.
The book is divided into four par……続きを見る
Computational Genomics with R provides a starting point for beginners in genomic data analysis and also guides more advanced practitioners to sophisticated data analysis techniques in genomics. The ……続きを見る
This book provides a comprehensive introduction to performing meta-analysis using the statistical software R. It is intended for quantitative researchers and students in the medical and social scien……続きを見る
This book takes a unique approach to explaining permutation statistics by integrating permutation statistical methods with a wide range of classical statistical methods and associated R programs. It……続きを見る
Correctly understanding and using medical statistics is a key skill for all medical students and health professionals.
In an informal and friendly style, Medical Statistics from Scratch provides a p……続きを見る
This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course……続きを見る
The world is awash in data. This volume of data will continue to increase. In the pharmaceutical industry, much of this data explosion has happened around biomarker data. Great statisticians are nee……続きを見る
A new edition of the definitive guide to logistic regression modeling for health science and other applications
This thoroughly expanded Third Edition provides an easily accessible introduction to t……続きを見る
A clear and thorough introduction to meta-analysis, the process of synthesizing data from a series of separate studies
The first edition of this text was widely acclaimed for the clarity of the pres……続きを見る
Praise for the First Edition
“…extremely well written…a comprehensive and up-to-date overview of this important field.” – Journal of Environmental Quality
Exploration and Analysis of DNA Microarray ……続きを見る
The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. Numer……続きを見る
This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of th……続きを見る
Statistics in Medicine, Third Edition makes medical statistics easy to understand by students, practicing physicians, and researchers. The book begins with databases from clinical medicine and uses ……続きを見る
This concise book will help you to interpret the statistical evidence provided by quantitative studies and to plan how to work with data in your own clinical research. Following the successful forma……続きを見る
Agreement among raters is of great importance in many domains. For example, in medicine, diagnoses are often provided by more than one doctor to make sure the proposed treatment is optimal. In crimi……続きを見る
著者:Steve McKillup
出版社: Cambridge University Press
発売日: 2015年11月10日
An understanding of statistics and experimental design is essential for life science studies, but many students lack a mathematical background and some even dread taking an introductory statistics c……続きを見る
A thoroughly updated new edition of the essential reference on the design, practice, and analysis of clinical trials
Clinical Trials Dictionary: Terminology and Usage Recommendations, Second Edition……続きを見る
This volume contains a selection of chapters base on papers presented at the Fourth Seattle Symposium in Biostatistics: Clinical Trials. The symposium was held in 2010 to celebrate the 40th annivers……続きを見る
An up-to-date and comprehensive treatment of biosurveillance techniques
With the worldwide awareness of bioterrorism and drug-resistant infectious diseases, the need for surveillance systems to accu……続きを見る
Understanding Biostatistics looks at the fundamentals of biostatistics, using elementary statistics to explore the nature of statistical tests.
This book is intended to complement first-year statist……続きを見る
Translating the evidence from the bedside to populations
This sixth edition of the best-selling Epidemiology, Evidence-based Medicine and Public Health Lecture Notes equips students and health profe……続きを見る
Praise for the First Edition
". . . [this book] should be on the shelf of everyone interested in . . . longitudinal data analysis."
ーJournal of the American Statistical Association
Features newly d……続きを見る
A new edition of the classic guide to the use of statistics in medicine, featuring examples from articles in the New England Journal of Medicine
Medical Uses of Statistics has served as one of the m……続きを見る
This book explains harmonisation techniques that can be used in survey research to align national systems of categories and definitions in such a way that comparison is possible across countries and……続きを見る
This book synthesizes current methods used to quantify functional diversity, providing step-by-step examples for defining functional groups and estimating functional indices. The authors show how to……続きを見る
著者:Richard M. Simon
出版社: Cambridge University Press
発売日: 2015年11月10日
Genomics is majorly impacting therapeutics development in medicine. This book contains up-to-date information on the use of genomics in the design and analysis of therapeutic clinical trials with a ……続きを見る