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Survival Data Analysis
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Survival Data Analysis: Course Outline
Survival analysis is generally defined as a set of methods for analyzing data where the outcome variable is the time until the occurrence of an event of interest. The event can be death, occurrence of a disease, marriage, divorce, etc.
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Relevent Guide
E-Books
Statistical Models and Methods for Reliability and Survival Analysis
by Couallier, Vincent
Gerville-Réache, Léo
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Huber, Catherine
ISBN 9781118827161
Date of Publication 2013
Modern Statistical And Mathematical Methods In Reliability
by Wilson, Alyson
Limnios, Nikolaos
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Keller-McNulty, Sallie
ISBN 9789812703378
Date of Publication 2005
Data Analysis
by Sivia, Devinderjit
Skilling, John
ISBN 9780191546709
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Date of Publication 2006
Course Outline
Multi parameter analysis using large sample likelihood methods for response time data.
Survival function and hazard function.
Multi parameter models.
Repair ameterization and regression-type models.
Likelihood functions for censored data.
Kaplan-Meier (Product-limit) estimation, testing based on maximum likelihood estimators.
Likelihood ratios and score tests.
Computational methods including the EM. Algorithm.
Partial likelihood methods for proportional hazards.
Analysis of grouped data.
Google Books
E-Books
Statistical Models and Methods for Reliability and Survival Analysis
by Couallier, Vincent
Gerville-Réache, Léo
Huber, Catherine
more...
less...
ISBN 9781118827161
Date of Publication 2013
Data Analysis
by Govaert, Gerard
ISBN 9780470610312
Date of Publication 2010
Concept Data Analysis
by Carpineto, Claudio
Romano, Giovanni
ISBN 9780470011287
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Date of Publication 2004
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