Visualizing and Testing the Multivariate Linear Regression Model
نویسندگان
چکیده
منابع مشابه
Rotation-based multiple testing in the multivariate linear model.
In observational microarray studies, issues of confounding invariably arise. One approach to account for measured confounders is to include them as covariates in a multivariate linear model. For this model, however, the application of permutation-based multiple testing procedures is problematic because exchangeability of responses, in general, does not hold. Nevertheless, it is possible to achi...
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چکیده ندارد.
15 صفحه اولPermutation Testing in Multivariate Regression Trees
Formal testing procedures are generally not available for determining which splits in a regression tree are significant. Such a procedure is presented using permutation testing applied to order statistics. Finally, traditional cross validation and the permutation testing procedure are compared in a specific example.
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ژورنال
عنوان ژورنال: International Journal of Statistics and Probability
سال: 2015
ISSN: 1927-7040,1927-7032
DOI: 10.5539/ijsp.v4n1p126