In high-dimensional data analysis, what are the advantages and challenges of using non-parametric methods? Consider issues like multiple testing, dimensionality reduction, and variable selection.
Non-parametric methods are not suitable for high-dimensional data analysis because they require normally distributed data.
Dimensionality reduction is not needed when analyzing high-dimensional data with non-parametric methods.
Baroque art features strong contrasts, while Rococo art prefers more subtle transitions
Baroque art is generally larger in scale than Rococo art
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