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Douglas M. Hawkins

Researcher at University of Minnesota

Publications -  420
Citations -  38184

Douglas M. Hawkins is an academic researcher from University of Minnesota. The author has contributed to research in topics: Large Hadron Collider & Lepton. The author has an hindex of 95, co-authored 417 publications receiving 36326 citations. Previous affiliations of Douglas M. Hawkins include CERN & University of California, Irvine.

Papers
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Book

The ATLAS Experiment at the CERN Large Hadron Collider

Georges Aad, +3032 more
TL;DR: The ATLAS detector as installed in its experimental cavern at point 1 at CERN is described in this paper, where a brief overview of the expected performance of the detector when the Large Hadron Collider begins operation is also presented.
Book

Identification of outliers

TL;DR: A computer normalizes the one or more sets of historical data points and creates a first visual representation corresponding to the first set of the oneor more sets and the second set of additional points.
Journal ArticleDOI

The problem of overfitting.

TL;DR: The focus is on regression problems, which are those in which one of the measures, the dependent Variable, is of special interest, and the authors wish to explore its relationship with the other variables.
Posted Content

Expected Performance of the ATLAS Experiment - Detector, Trigger and Physics

Georges Aad, +2604 more
TL;DR: In this article, a detailed study of the expected performance of the ATLAS detector is presented, together with the reconstruction of tracks, leptons, photons, missing energy and jets, along with the performance of b-tagging and the trigger.
Journal ArticleDOI

Robust estimation of the variogram: I

TL;DR: In this paper, the authors discuss the robust estimation of the variogram when the distribution is normal-like in the central region but heavier than normal in the tails, and show that using a fourth-root transformation with or without the use of M-estimation yields stable robust estimates.