Probability For Statisticians

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    Probability for Statisticians
    By: Galen R. Shorack
    Publisher:
    Springer
    Print ISBN: 9783319522067, 331952206X
    eText ISBN: 9783319522074, 3319522078
    Edition: 2nd
    Copyright year: 2017
    Format: EPUB
    Available from $ 99.00 USD
    SKU 9783319522074
    The choice of examples used in this text clearly illustrate its use for a one-year graduate course. The material to be presented in the classroom constitutes a little more than half the text, while the rest of the text provides background, offers different routes that could be pursued in the classroom, as well as additional material that is appropriate for self-study. Of particular interest is a presentation of the major central limit theorems via Steins method either prior to or alternative to a characteristic function presentation. Additionally, there is considerable emphasis placed on the quantile function as well as the distribution function, with both the bootstrap and trimming presented. The section on martingales covers censored data martingales.
     

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