Technometrics, Volume 58, Issue 3 (2016)

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Technometrics, Volume 58, Issue 3 (2016)

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Special Issue on Big Data

Editorial

Editorial
Big Data? More Challenges!
Peihua Qiu
Pages: 283-284
Published online: 08 Jul 2016
CitationforBig Data? More Challenges! | Full Text | PDF (34.6 KB)
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Original Articles

Article
Orthogonalizing EM: A Design-Based Least Squares Algorithm
Shifeng Xiong, Bin Dai, Jared Huling & Peter Z. G. Qian
Pages: 285-293
Published online: 08 Jul 2016
AbstractforOrthogonalizing EM: A Design-Based Least Squares Algorithm | Full Text | References | PDF (216.6 KB) | Supplemental
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Article
Speeding Up Neighborhood Search in Local Gaussian Process Prediction
Robert B. Gramacy & Benjamin Haaland
Pages: 294-303
Published online: 08 Jul 2016
AbstractforSpeeding Up Neighborhood Search in Local Gaussian Process Prediction | Full Text | References | PDF (459.6 KB) | Supplemental
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Article
A Bootstrap Metropolis–Hastings Algorithm for Bayesian Analysis of Big Data
Faming Liang, Jinsu Kim & Qifan Song
Pages: 304-318
Published online: 08 Jul 2016
AbstractforA Bootstrap Metropolis–Hastings Algorithm for Bayesian Analysis of Big Data | Full Text | References | PDF (564.7 KB) | Supplemental
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Article
Compressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature
Stefano Castruccio & Marc G. Genton
Pages: 319-328
Published online: 08 Jul 2016
AbstractforCompressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature | Full Text | References | PDF (694.8 KB) | Supplemental
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Article
Partitioning a Large Simulation as It Runs
Kary Myers, Earl Lawrence, Michael Fugate, Claire McKay Bowen, Lawrence Ticknor, Jon Woodring, Joanne Wendelberger & Jim Ahrens
Pages: 329-340
Published online: 08 Jul 2016
AbstractforPartitioning a Large Simulation as It Runs | Full Text | References | PDF (668.9 KB)
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Article
High-Performance Kernel Machines With Implicit Distributed Optimization and Randomization
Haim Avron & Vikas Sindhwani
Pages: 341-349
Published online: 08 Jul 2016
AbstractforHigh-Performance Kernel Machines With Implicit Distributed Optimization and Randomization | Full Text | References | PDF (376.6 KB) | Supplemental
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Article
Statistical Learning of Neuronal Functional Connectivity
Chunming Zhang, Yi Chai, Xiao Guo, Muhong Gao, David Devilbiss & Zhengjun Zhang
Pages: 350-359
Published online: 08 Jul 2016
AbstractforStatistical Learning of Neuronal Functional Connectivity | Full Text | References | PDF (201.5 KB) | Supplemental
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Article
Measuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework
Donggeng Xia, Shawn Mankad & George Michailidis
Pages: 360-370
Published online: 08 Jul 2016
AbstractforMeasuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework | Full Text | References | PDF (698.5 KB) | Supplemental
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Article
Discovering the Nature of Variation in Nonlinear Profile Data
Zhenyu Shi, Daniel W. Apley & George C. Runger
Pages: 371-382
Published online: 08 Jul 2016
AbstractforDiscovering the Nature of Variation in Nonlinear Profile Data | Full Text | References | PDF (893.5 KB) | Supplemental
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Article
Variable Selection in a Log–Linear Birnbaum–Saunders Regression Model for High-Dimensional Survival Data via the Elastic-Net and Stochastic EM
Yukun Zhang, Xuewen Lu & Anthony F. Desmond
Pages: 383-392
Published online: 08 Jul 2016
AbstractforVariable Selection in a Log–Linear Birnbaum–Saunders Regression Model for High-Dimensional Survival Data via the Elastic-Net and Stochastic EM | Full Text | References | PDF (270.1 KB) | Supplemental
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Article
Online Updating of Statistical Inference in the Big Data Setting
Elizabeth D. Schifano, Jing Wu, Chun Wang, Jun Yan & Ming-Hui Chen
Pages: 393-403
Published online: 08 Jul 2016
AbstractforOnline Updating of Statistical Inference in the Big Data Setting | Full Text | References | PDF (485.2 KB) | Supplemental
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Book Reviews

Book Review
Book Reviews
Pages: 404-410
Published online: 08 Jul 2016
First Page PreviewforBook Reviews | Full Text | References | PDF (99.3 KB)
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Erratum

Correction
Erratum
Page: 411
Published online: 08 Jul 2016
CitationforErratum | Full Text | PDF (23.3 KB)
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