This is an imputation package for missing data, which can be easily installed with pip. The code repository associated with the paper: "Conditional expectation with regularization for missing data ...

Abstract: The short-cycle time resolved energy consumption data obtained from smart metering devices allow the energy consumption profile of households to be determined and forecasted using methods of ...

In operator algebra theory, a conditional expectation is usually assumed to be a projection map onto a sub-algebra. In the paper, a further type of conditional expectation and an extension of the ...

This repository hosts the codebase associated with the research paper "Scalable method for Bayesian experimental design without integrating over posterior distribution" by Vinh Hoang, Luis Espath, ...

Abstract: We develop and evaluate a two-level simulation procedure that produces a confidence interval for tail conditional expectation, otherwise known as conditional tail expectation. This risk ...