Goodness of fit tests with interval censored data

    Authors

    J. J. Ren

    Comments

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    Abbreviated Journal Title

    Scand. J. Stat.

    Keywords

    bootstrap; leveraged bootstrap; parametric family goodness of fit test; SELF-CONSISTENT; ESTIMATORS; BOOTSTRAP; AIDS; Statistics & Probability

    Abstract

    Cramir-von Mises type goodness of fit tests for interval censored data case 2 are proposed based on a resampling method called the leveraged bootstrap, and their asymptotic consistency is shown. The proposed tests are computationally efficient, and in fact can be applied to other types of censored data, including right censored data, doubly censored data and (mixture of) case k interval censored data. Some simulation results and an example from AIDS research are presented.

    Journal Title

    Scandinavian Journal of Statistics

    Volume

    30

    Issue/Number

    1

    Publication Date

    1-1-2003

    Document Type

    Article

    Language

    English

    First Page

    211

    Last Page

    226

    WOS Identifier

    WOS:000181615400013

    ISSN

    0303-6898

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