Applied Survival Analysis

Applied Survival Analysis
Author :
Publisher : John Wiley & Sons
Total Pages : 285
Release :
ISBN-10 : 9781118211588
ISBN-13 : 1118211588
Rating : 4/5 (88 Downloads)

Book Synopsis Applied Survival Analysis by : David W. Hosmer, Jr.

Download or read book Applied Survival Analysis written by David W. Hosmer, Jr. and published by John Wiley & Sons. This book was released on 2011-09-23 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE MOST PRACTICAL, UP-TO-DATE GUIDE TO MODELLING AND ANALYZING TIME-TO-EVENT DATA—NOW IN A VALUABLE NEW EDITION Since publication of the first edition nearly a decade ago, analyses using time-to-event methods have increase considerably in all areas of scientific inquiry mainly as a result of model-building methods available in modern statistical software packages. However, there has been minimal coverage in the available literature to9 guide researchers, practitioners, and students who wish to apply these methods to health-related areas of study. Applied Survival Analysis, Second Edition provides a comprehensive and up-to-date introduction to regression modeling for time-to-event data in medical, epidemiological, biostatistical, and other health-related research. This book places a unique emphasis on the practical and contemporary applications of regression modeling rather than the mathematical theory. It offers a clear and accessible presentation of modern modeling techniques supplemented with real-world examples and case studies. Key topics covered include: variable selection, identification of the scale of continuous covariates, the role of interactions in the model, assessment of fit and model assumptions, regression diagnostics, recurrent event models, frailty models, additive models, competing risk models, and missing data. Features of the Second Edition include: Expanded coverage of interactions and the covariate-adjusted survival functions The use of the Worchester Heart Attack Study as the main modeling data set for illustrating discussed concepts and techniques New discussion of variable selection with multivariable fractional polynomials Further exploration of time-varying covariates, complex with examples Additional treatment of the exponential, Weibull, and log-logistic parametric regression models Increased emphasis on interpreting and using results as well as utilizing multiple imputation methods to analyze data with missing values New examples and exercises at the end of each chapter Analyses throughout the text are performed using Stata® Version 9, and an accompanying FTP site contains the data sets used in the book. Applied Survival Analysis, Second Edition is an ideal book for graduate-level courses in biostatistics, statistics, and epidemiologic methods. It also serves as a valuable reference for practitioners and researchers in any health-related field or for professionals in insurance and government.


Applied Survival Analysis Related Books

Applied Survival Analysis
Language: en
Pages: 285
Authors: David W. Hosmer, Jr.
Categories: Mathematics
Type: BOOK - Published: 2011-09-23 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

THE MOST PRACTICAL, UP-TO-DATE GUIDE TO MODELLING AND ANALYZING TIME-TO-EVENT DATA—NOW IN A VALUABLE NEW EDITION Since publication of the first edition nearly
Applied Survival Analysis Using R
Language: en
Pages: 226
Authors: Dirk F. Moore
Categories: Medical
Type: BOOK - Published: 2016-05-11 - Publisher: Springer

DOWNLOAD EBOOK

Applied Survival Analysis Using R covers the main principles of survival analysis, gives examples of how it is applied, and teaches how to put those principles
Analysis of Binary Data
Language: en
Pages: 240
Authors: D.R. Cox
Categories: Mathematics
Type: BOOK - Published: 2018-02-19 - Publisher: Routledge

DOWNLOAD EBOOK

The first edition of this book (1970) set out a systematic basis for the analysis of binary data and in particular for the study of how the probability of 'succ
Solutions Manual to Accompany Applied Survival Analysis
Language: en
Pages: 240
Authors: David W. Hosmer, Jr.
Categories: Mathematics
Type: BOOK - Published: 2002-04-26 - Publisher: Wiley-Interscience

DOWNLOAD EBOOK

Counting Processes and Survival Analysis
Language: en
Pages: 454
Authors: Thomas R. Fleming
Categories: Mathematics
Type: BOOK - Published: 2011-09-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and g