Download e-book for iPad: Bootstrap Methods and their Application (Cambridge Series in by A. C. Davison,D. V. Hinkley

By A. C. Davison,D. V. Hinkley

ISBN-10: 0511802846

ISBN-13: 9780511802843

ISBN-10: 0521574714

ISBN-13: 9780521574716

Bootstrap equipment are computer-intensive tools of statistical research, which use simulation to calculate usual mistakes, self assurance periods, and importance exams. The tools follow for any point of modelling, and so can be utilized for totally parametric, semiparametric, and entirely nonparametric research. This 1997 booklet provides a vast and updated insurance of bootstrap equipment, with various utilized examples, constructed in a coherent approach with the required theoretical foundation. purposes contain stratified info; finite populations; censored and lacking info; linear, nonlinear, and tender regression versions; class; time sequence and spatial difficulties. distinctive positive aspects of the ebook comprise: wide dialogue of importance assessments and self assurance durations; fabric on numerous diagnostic tools; and techniques for effective computation, together with greater Monte Carlo simulation. every one bankruptcy comprises either useful and theoretical workouts. S-Plus courses for enforcing the equipment defined within the textual content can be found from the aiding website.

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Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics) by A. C. Davison,D. V. Hinkley

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