Nonparametric functional data analysis encompasses statistical methods for data represented as continuous curves or functions rather than scalar or vector measurements. These techniques avoid rigid ...
The rapid proliferation of high-dimensional data across genomics, neuroimaging and environmental studies has posed significant challenges to classical parametric inference. Multivariate nonparametric ...
Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 181, No. 3 (2018), pp. 635-647 (13 pages) Statistical agencies are increasingly adopting synthetic data methods for ...
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