1. March 31, Lecture notes 1, Kaplan & Meier (1958, JASA)
2. April 2, Lecture notes 2, Handouts: Stieltjes Integral, Parametric Distributions
3. April 7, Lecture notes 3, Handouts: Example of Kaplan-Meier Estiamtes
4. April 9, Lecture notes 4, Handouts: Brownian Motion
5. April 14, Lecture notes 5
6. April 16, Lecture notes 6, Review: Indepdent/Informative Censoring; Handouts: Chi-Square
7. April 21, Lecture notes 7
8. April 23, Lecture notes 8, Cox (1972, JRSS B)
9. April 28, Lecture notes 9
10. April 30, Lecture notes 10
11. May 7, Lecture notes 11
12. May 12, Lecture notes 12
13. May 14, Lecture notes 13, Presentation: Proportional Odds Model
14. May 19, Lecture notes 14
15. May 21, Lecture notes 15
16. May 26, Lecture notes 16

1. Fleming and Harrington (1991), Counting Processes and Survival Analysis, Wiley.
2. Kalbfleisch and Prentice (2002), The Statistical Analysis of Failure Time Data, 2nd Ed., Wiley.

1. Andersen, Borgan, Gill and Keiding (1993), Statistical Models Based on Counting Processes, Springer.
2. Bickel, Klaassen, Ritov and Wellner (1993), Efficient and Adaptive Estimation for Semiparametric Models, JHU/Springer.
3. Cox and Oakes (1984), Analysis of Survival Data, Chapman and Hall.
4. Hougaard (2000), Analysis of Multivariate Survival Data, Springer.
5. Miller (1981), Survival Analysis, Wiley.
6. Shorack and Wellner (1986), Empirical Processes with Applications to Statistics, Wiley.
7. Therneau and Grambsch (2000), Modeling Survival Data: Extending the Cox Model, Springer.
8. Tsiatis (2006), Semiparametric Theory and Missing Data, Springer.
9. van der Vaart and Wellner (1996). Weak Convergence and Empirical Processes, with Applications to Statistics, Springer.

1. Breslow & Crowley, (1974), A large sample study of the life table and product limit estimates under random censorship, Ann. Stat.,
2. Efron (1990), Fisher information in terms of the hazard rate, Ann. Stat.
3. Gill (1983), Large sample behaviour of the product-limit estimator on the whole line, Ann. Stat.
4. Lin & Ying (1994), Semiparametric analysis for the additive risk model, Biometrika
5. Lin & Ying (1995), Semiparametric inference for the accelerated life model with time-dependent covariates, J. Statist. Plan. Inf.
6. Meier, P. (2004), The price of Kaplan-Meier, JASA
7. Miller (1983), What price Kaplan-Meier?, Biometrics
8. Oakes (2001), Biometrika Centenary: Survival Analysis, Biometrika
9. Reid (1981), Influence functions for censored data, Ann. Stat.
10. Susarla & Van Ryzin (1980), Large sample theory for an estimator of the mean survival time from censored samples, Ann. Stat.
11. Wellner (1982), Asymptotic optimality of the product-limit estimator, Ann. Stat.

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Last modified: Apr, 2009