Advances in genomic technologies have ushered in an era of high-throughput data, in which the number of measured gene features often far exceeds the number of samples. This high-dimensional setting ...
Nonparametric estimation in high-dimensional settings addresses the challenge of inferring complex structures from data without prespecifying a fixed parametric form. As the number of variables grows, ...
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