We introduce a fast stepwise regression method, called the orthogonal greedy algorithm (OGA), that selects input variables to enter a p-dimensional linear regression model (with p ≫ n, the sample size ...

The purpose of the Journal of Computational and Graphical Statistics is to improve and extend the use of computational and graphical methods in statistics and data analysis. Established in 1992, this ...

There’s long been a push to stop writing code as a sequence of lines and go to something graphical, which has been very successful in some areas and less so in others. But even when you use ...

Some methods cannot control the approximation accuracy beforehand, or they cannot approximate target functions accurately and efficiently. Other methods can only approximate a particular function ...

This paper studies the optimal consensus control of linear multi-agent systems with deceptive agents or traitorous agents. An error-effort ratio is defined to quantify an agent's income in the ...

Graphical Data Representation Methods To Assess the Quality of LC Columns We discuss the most important plot types for the kinetic performance of liquid chromatography columns and elaborate on how ...