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My research interests are in the areas of survival analysis and counting processes. I am particularly interested in non- and semi-parametric models and their applications to analyzes of multi-state models and clustered failure time data. Models of this kind arise in medical follow-up studies, as well as many other areas such as demography, epidemiology, econometrics and engineering.
Dabrowska, D. M. (1988). Kaplan--Meier estimate on the plane. Ann. Statist. 16 1475-1489.
Dabrowska, D. M. (1989). Uniform consistency of the kernel conditional Kaplan-Meier estimate. Ann. Statist. 17 1157-1167.
Dabrowska, D. M., Sun, G. W. and Horowitz, M. M. (1994). Cox regression in a Markov renewal model: an application to analysis of bone marrow transplant data. J. Amer. Statist. Assoc. 89 867--877.
Dabrowska, D. M. and Lee, W. (1996). Nonparametric estimation of transitions probabilities in a two--stage duration model. J. Nonparametric Statist. 7 75--103.
Dabrowska, D. M. (1997). Smoothed Cox regression. Ann. Statist. 27 1510-1540.
Dabrowska, D. M. (1998). Multivariate Survival Analysis. In Encyclopedia of Biostatistics (P. Armitage and T. Colton, Eds.), Wiley, London. Republication in Second Edition (2005).
Dabrowska, D. M., Elashoff, R. M., Ho, W. and Morton, D. L. (1998). Identifying predictive factors in melanoma progression. Oncology Reports 5 569-575.
Dabrowska, D. M., Duffy, D. and Zhang, Z. (1998). Hazard and density estimation from bivariate censored data. J. Nonparametric Statist. 10 67-93.
Dabrowska, D. M. and Ho, W. (2000). Confidence bands for comparison of transition probabilities in a Markov chain model. Lifetime Data Analysis 5 5-22.
Gjertson, D. W., Dabrowska, D. M., Cui, X. and Cecka, M. (2002). Four causes of cadaveric kidney transplant failure: a competing risk analysis. Amer. J. Transplantation, 2 84-93.
Dabrowska, D. M. (2006). Estimation in a class of semiparametric transformation models. Second Erich Lehmann Symposium - Optimality. (Rojo, J., Ed.). Institute of Mathematical Statistics, Lecture Notes - Monograph Series 49, 166-216.
Dabrowska, D. M. (2007). Information bounds and efficient estimation in a class of censored transformation models. Acta Applicandae Mathematicae 96, 177-201.
Dabrowska, D. M. (2009). Estimation in a semi-parametric two-stage renewal regression model. Statistica Sinica 19, 981-996.
Dabrowska, D.M. (2012). Estimation in a semi-Markov transformation model. The International Journal of Biostatistics, 8, Article 15, 1-60.
Dabrowska, D.M. (2015). Multivariate Survival Analysis. Wiley Stats-Ref Statistics Reference Online.