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The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical.
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The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical nonparametric procedures, such as function smoothing, suddenly lost their abstract flavour as they became practically implementable. In addition, many previously unthinkable possibilities became mainstream; prime examples include the bootstrap and resampling methods, wavelets and nonlinear smoothers, graphical methods, data mining, bioinformatics, as well as the more recent algorithmic approaches such as bagging and boosting.

This volume is a collection of short articles - most of which having a review component - describing the state-of-the art of Nonparametric Statistics at the beginning of a new millennium.

Read more Read less. Save Extra with 4 offers. Review "The book provides current literature in many areas. Learn more. We consider a nonparametric NP approach to the analysis of repeated measures designs with censored data.


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Using the NP model of Akritas and Arnold , Journal of the American Statistical Association 89 , — for marginal distributions, we present test procedures for the NP hypotheses of no main effects, no interaction, and no simple effects. The procedures do not require any modeling assumptions and should be useful in cases where the assumptions of proportional hazards or location shift fail to be satisfied.

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1st Conference of the International Society for NonParametric Statistics

The testing procedures apply also to ordinal data and to data with ties. Finally, the methodology is illustrated with two real life examples, one with censored and one with missing data. It is indicated that one of the data sets does not conform to any set of assumptions underlying the available methods and also that the present method provides a useful additional analysis even when data sets conform to modeling assumptions. Volume 57 , Issue 1. The full text of this article hosted at iucr.

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Biometrics Volume 57, Issue 1. John T. Search for more papers by this author.

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