Introduction: Basic Concepts, Censoring, types of Censoring, Survival Functions, relationship between Survival, Hazard and Density functions, Survival Curves, Estimation of Survivorship functions for different parametric distributions. Non- Parametric Estimation of Survival Functions, Non- Parametric Methods for Comparing Survival Distributions. Some Well-Known Survival Distributions and their Applications, Estimation Procedure for Parametric Survival Distributions without Covariates, Graphical method for Survival Distribution Fitting, Test of Goodness of Fit and Distribution Selection. Parametric Methods for Regression Model Fitting and Identification of Prognostic Factors, Identification of Prognostic Factors related to Survival Time: Cox Proportional Hazard Model, Identification of Prognostic Factors related to Survival Time: Non Proportional Hazard Function.

Introduction of the basic concepts of survival data analysis techniques and techniques developed for comparison of survival distributions for censored data. To enable students for modeling of survival data and to understand research employing various survival data analysis. To learn the usage of appropriate statistical software for survival analysis.

Having successfully completed this course students will be able to: • Understand the key features of lifetime data, including censoring, probability function, survival function, hazard function. • Do comparison of survival distributions of two or more than two groups using parametric and non-parametric methods. • Select the appropriate distribution of survival time. • Understand the theory underlying survival models and their estimation and how to fit models, including the Kaplan-Meier estimate of the survival function, parametric models and the Cox regression model. Interpretation of results obtained from fitting survival models. • Use of different statistical software and packages for application of survival techniques. • Apply survival techniques on real life data.

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Title : Introduction survival data analysis

Type : Presentation

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Title : Functions of Survival Time

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Title : Non Parametric Methods for Estimating Survival Function

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Title : Nonparametric Methods for Comparing Survival Distributions_1

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Title : Nonparametric Methods for Comparing Survival Distributions_2

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Title : Nonparametric Methods for Comparing Survival Distributions_3

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Title : Some Well known parametric distribution

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Title : Graphical Method for Survival Distribution Fitting_Probability Plotting

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Title : Chapter 9 Test of goodness of fit and distribution selection

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Title : Chapter 10 Parametric methods for comparing two survival distributions

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Title : Parametric regression models_chapter 11

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Title : Cox Proportional Model_PARTIAL LIKELIHOOD FUNCTION FOR SURVIVAL TIMES

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Title : Cox Model

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Title : Lee Elisa T., Wang John Wenyu - Statistical Methods for Survival Data Analysis (3rd Edition, Wiley)

Type : Curriculum Book

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Title : survival-analysis-self-learning-Klienbaum and Klien book

Type : Curriculum Book

View survival-analysis-self-learning-Klienbaum and Klien book