Functional data comprise observations in the form of curves, surfaces or other infinite-dimensional objects recorded over a continuum. Nonparametric statistical inference for such data seeks to ...
Nonparametric regression encompasses a class of statistical methods designed to estimate relationships between variables without assuming a predetermined functional form. By allowing the data to ...
Quantiles underpin widely used tools in finance, insurance, and economic inequality—yet building statistical inference for quantiles can be challenging because empirical quantiles are order statistics ...
The Stiefel manifold Vp,d is the space of all d × p orthonormal matrices, with the d−1 hypersphere and the space of all orthogonal matrices constituting special cases. In modeling data lying on the ...
A general program that focuses on the analysis of quantities, magnitudes, forms, and their relationships, using symbolic logic and language. Includes instruction in algebra, calculus, functional ...
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