Modelling Survival Data in Medical Research

Name: Modelling Survival Data in Medical Research
Price: 50.85 USD
Availability: InStock
ISBN: 9781584883258

ISBN-10: 1584883251

ISBN-13: 9781584883258

Edition: 2nd 2003 (Revised)

Authors: David Collett

List price: $92.95

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Description:

Critically acclaimed and resoundingly popular in its first edition, Modelling Survival Data in Medical Research has been thoroughly revised and updated to reflect the many developments and advances--particularly in software--made in the field over the last 10 years. Now, more than ever, it provides an outstanding text for upper-level and graduate courses in survival analysis, biostatistics, and time-to-event analysis.The treatment begins with an introduction to survival analysis and a description of four studies that lead to survival data. Subsequent chapters then use those data sets and others to illustrate the various analytical techniques applicable to such data, including the Cox…

Book details

List price: $92.95
Edition: 2nd
Copyright year: 2003
Publisher: CRC Press LLC
Publication date: 3/28/2003
Binding: Paperback
Pages: 410
Size: 6.00" wide x 9.00" long x 0.75" tall
Weight: 1.232
Language: English



Preface to the second edition


Preface to the first edition



Survival analysis



Some non-parametric procedures



Modelling survival data



Model checking in the Cox regression model



Parametric proportional hazards models



Accelerated failure time and other parametric models



Model checking in parametric models



Time-dependent variables



Interval-censored survival data



Sample size requirements for a survival study



Some additional topics



Computer software for survival analysis



Maximum likelihood estimation



Likelihood function for randomly censored data



Standard error of percentiles



Additional data sets


References


Index of examples


Index