A method for obtaining (conservative) confidence bands for regression functions in low dimensions is given. Of particular importance is the applicability of the method to nonparametric regression.

The operation of the bootstrap in the context of nonparametric regression is considered. Bootstrap samples are taken from estimated residuals to study the distribution of a suitably recentered kernel ...

As a Data & AI Engineer, you'll help design, build, and run our Azure-based data platform. Working in a cross-functional Agile team, you'll contribute to scalable data products and AI solutions used ...

Discover what black box models are, their applications in finance and investing, and examples of how they drive decision-making without revealing internal processes.