Loading [a11y]/accessibility-menu.js
Advanced Statistical Methods: Inference, Variable Selection, And Experimental Design | IEEE Conference Publication | IEEE Xplore

Advanced Statistical Methods: Inference, Variable Selection, And Experimental Design


Abstract:

We provide a tutorial overview of recent advances in three methodological streams of statistical literature: design of experiments, variable selection, and approximate in...Show More

Abstract:

We provide a tutorial overview of recent advances in three methodological streams of statistical literature: design of experiments, variable selection, and approximate inference. For some of these areas (such as design of experiments), their connections to simulation research have long been known and appreciated; in other cases (such as variable selection), however, these connections are only now beginning to be built. Our presentation focuses primarily on the statistical literature, aiming to show state-of-the-art thinking with regard to these problems, but we also point out possible opportunities to use these methods in new ways for both theory and applications within simulation.
Date of Conference: 14-18 December 2020
Date Added to IEEE Xplore: 29 March 2021
ISBN Information:

ISSN Information:

Conference Location: Orlando, FL, USA

References

References is not available for this document.