Survival and Event History Analysis : A Process Point of View
Softcover reprint of hardcover 1st ed. 2008
Book Details
Format
Paperback / Softback
Book Series
Statistics for Biology and Health
ISBN-10
1441919090
ISBN-13
9781441919090
Edition
Softcover reprint of hardcover 1st ed. 2008
Publisher
Springer-Verlag New York Inc.
Imprint
Springer-Verlag New York Inc.
Country of Manufacture
US
Country of Publication
GB
Publication Date
Nov 23rd, 2010
Print length
541 Pages
Weight
796 grams
Dimensions
23.20 x 16.00 x 3.00 cms
Product Classification:
EconometricsEconometrics and economic statisticsEconometrics and economic statisticsEconomic statisticsEpidemiology & medical statisticsEpidemiology and Medical statisticsProbability & statisticsProbability and statisticsStochasticsSecurity & fire alarm systemsSecurity and fire alarm systems
Ksh 28,800.00
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The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. they allow sensible interpretations of a number of surprising artifacts seen in population data. The stochastic process framework is naturally connected to causality.
An introduction to survival and event history analysis.- Stochastic processes in event history analysis.- Nonparametric analysis of survival and event history data.- Regression models.- Parametric counting process models.- Unobserved heterogeneity: The odd effects of frailty.- Multivariate frailty models.- Marginal and dynamic models for recurrent events and clustered survival data.- Causality.- First passage time models: Understanding the shape of the hazard rate.- Diffusion and L#x00E9;vy process models for dynamic frailty.
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