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 ...
Bayesian inference in nonparametric settings offers a coherent framework for learning complex, infinite-dimensional objects, such as probability densities, regression functions or solutions to inverse ...
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 ...
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