TY - BOOK AU - Peng,Yingwei AU - Yu,Binbing TI - Cure models: methods, applications, and implementation T2 - Chapman & Hall/CRC biostatistics series SN - 9780429628047 AV - RA407 .P44 2021 U1 - 610.727 23 PY - 2021/// CY - Boca Raton, FL PB - Chapman & Hall/CRC KW - Medical statistics KW - MATHEMATICS / Probability & Statistics / General KW - bisacsh KW - MEDICAL / Biostatistics N2 - Cure Models: Methods, Applications and Implementation is the first book in the last 25 years that provides a comprehensive and systematic introduction to the basics of modern cure models, including estimation, inference, and software. This book is useful for statistical researchers and graduate students, and practitioners in other disciplines to have a thorough review of modern cure model methodology and to seek appropriate cure models in applications. The prerequisites of this book include some basic knowledge of statistical modeling, survival models, and R and SAS for data analysis. The book features real-world examples from clinical trials and population-based studies and a detailed introduction to R packages, SAS macros, and WinBUGS programs to fit some cure models. The main topics covered include the foundation of statistical estimation and inference of cure models for independent and right-censored survival data, cure modeling for multivariate, recurrent-event, and competing-risks survival data, and joint modeling with longitudinal data, statistical testing for the existence and difference of cure rates and sufficient follow-up, new developments in Bayesian cure models, applications of cure models in public health research and clinical trials UR - https://www.taylorfrancis.com/books/9780429032301 UR - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf ER -