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    Restricted estimation of the cumulative incidence functions corresponding to competing risks

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    Research Article (182.1Kb)
    Date
    2006
    Author
    El Barmi, Hammou
    Mukerjee, Hari
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    Citation
    Barmi, H. E. and H. Mukerjee (2006). "Restricted Estimation of the Cumulative Incidence Functions Corresponding to Competing Risks." Lecture Notes-Monograph Series 49: Optimality: The Second Erich L. Lehmann Symposium , 241-252.
    Abstract
    In the competing risks problem, an important role is played by the cumulative incidence function (CIF), whose value at time t is the probability of failure by time t from a particular type of failure in the presence of other risks. In some cases there are reasons to believe that the CIFs due to various types of failure are linearly ordered. El Barmi et al. [3] studied the estimation and inference procedures under this ordering when there are only two causes of failure. In this paper we extend the results to the case of k CIFs, where k > 3. Although the analyses are more challenging, we show that most of the results in the 2-sample case carry over to this fc-sample case.
    Description
    Open access
    URI
    http://hdl.handle.net/10057/5201
    http://dx.doi.org/10.1214/074921706000000482
    http://projecteuclid.org/euclid.lnms/1196283964
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