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Research Article

Article
Drift versus Shift: Decoupling Trends and Changepoint Analysis
Haoxuan Wu, Toryn L. J. Schafer, Sean Ryan & David S. Matteson
Published online: 15 Jul 2024
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Research Article

Article
Convolutional Non-Homogeneous Poisson Process and its Application to Wildfire Ignition Risk Quantification for Power Delivery Networks
Guanzhou Wei, Feng Qiu & Xiao Liu
Published online: 15 Jul 2024
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Research Article

Article
Screening Designs for Continuous and Categorical Factors
Bradley Jones, Ryan Lekivetz, Dibyen Majumdar & Christopher Nachtsheim
Published online: 15 Jul 2024
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Research Article

Article
Linear Source Apportionment using Generalized Least Squares
Jordan G. Bryan, Peter D. Hoff & Christopher L. Osburn
Accepted author version posted online: 15 Jul 2024
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Research Article

Article
Multi-Agent Collaborative Bayesian Optimization via Constrained Gaussian Processes
Qiyuan Chen, Liangkui Jiang, Hantang Qin & Raed Al Kontar
Published online: 10 Jul 2024
  • 221 Views
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Research Article

Article
Active Learning for a Recursive Non-Additive Emulator for Multi-Fidelity Computer Experiments
Junoh Heo & Chih-Li Sung
Accepted author version posted online: 08 Jul 2024
  • 106 Views
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Open Access

Research Article

Article
Active sampling: A machine-learning-assisted framework for finite population inference with optimal subsamples
Henrik Imberg, Xiaomi Yang, Carol Flannagan & Jonas Bärgman
Accepted author version posted online: 02 Jul 2024
  • 184 Views
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Open Access

Research Article

Article
Sequential Data Integration Under Dataset Shift
Ying Sheng, Jing Qin & Chiung-Yu Huang
Published online: 24 May 2024
  • 168 Views
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Research Article

Article
On Tracking Varying Bounds When Forecasting Bounded Time Series
Amandine Pierrot & Pierre Pinson
Published online: 24 May 2024
  • 207 Views
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Open Access

Research Article

Article
Augmenting a Simulation Campaign for Hybrid Computer Model and Field Data Experiments
Scott Koermer, Justin Loda, Aaron Noble & Robert B. Gramacy
Published online: 24 May 2024
  • 132 Views
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Research Article

Article
Data-Driven Pathwise Sampling Approaches for Online Anomaly Detection
Dongmin Li, Miao Bai & Xiaochen Xian
Published online: 24 May 2024
  • 151 Views
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Research Article

Article
Building Trees for Probabilistic Prediction via Scoring Rules
Sara Shashaani, Özge Sürer, Matthew Plumlee & Seth Guikema
Published online: 14 May 2024
  • 100 Views
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Research Article

Article
Detection of Emergent Anomalous Structure in Functional Data
Edward Austin, Idris A. Eckley & Lawrence Bardwell
Published online: 14 May 2024
  • 383 Views
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Open Access

Research Article

Article
Kernel-based Sensitivity Analysis for (Excursion) Sets
N. Fellmann, C. Blanchet-Scalliet, C. Helbert, A. Spagnol & D. Sinoquet
Published online: 13 May 2024
  • 85 Views
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Research Article

Article
Minimum Regularized Covariance Trace Estimator and Outlier Detection for Functional Data
Jeremy Oguamalam, Una Radojičić & Peter Filzmoser
Published online: 07 May 2024
  • 186 Views
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Open Access

Research Article

Article
Constrained Bayesian Optimization with Lower Confidence Bound
Neelesh S. Upadhye & Raju Chowdhury
Published online: 07 May 2024
  • 515 Views
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Research Article

Article
Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data Under Data-Sharing Constraints
Zihan Zhang, Shancong Mou, Mostafa Reisi Gahrooei, Massimo Pacella & Jianjun Shi
Published online: 07 May 2024
  • 223 Views
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Research Article

Article
Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice
Bianca M. Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan & William H. Woodall
Published online: 15 Apr 2024
  • 422 Views
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Research Article

Article
Robust Multivariate Functional Control Chart
Christian Capezza, Fabio Centofanti, Antonio Lepore & Biagio Palumbo
Published online: 12 Apr 2024
  • 374 Views
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Research Article

Article
Gaussian Process Emulation for High-Dimensional Coupled Systems
Tamara Dolski, Elaine T. Spiller & Susan E. Minkoff
Published online: 28 Mar 2024
  • 141 Views
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Research Article

Article
Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems
Chih-Li Sung, Wenjia Wang, Liang Ding & Xingjian Wang
Published online: 28 Mar 2024
  • 554 Views
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Open Access

Research Article

Article
An Adaptive Sampling Strategy for Real-Time Anomaly Detection with Unmanned Sensing Vehicles
Yue Jiang & Ana María Estrada Gómez
Published online: 28 Mar 2024
  • 214 Views
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Research Article

Article
Image Comparison Based On Local Pixel Clustering
Anik Roy & Partha Sarathi Mukherjee
Published online: 28 Mar 2024
  • 149 Views
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Research Article

Article
Deep Latent Factor Model for Spatio-Temporal Forecasting
Wonmo Koo, Eun-Yeol Ma & Heeyoung Kim
Published online: 25 Mar 2024
  • 264 Views
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Research Article

Article
Covariate-Dependent Clustering of Undirected Networks with Brain-Imaging Data
Sharmistha Guha & Rajarshi Guhaniyogi
Published online: 25 Mar 2024
  • 93 Views
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Research Article

Article
Screening the Discrepancy Function of a Computer Model
Pierre Barbillon, Anabel Forte & Rui Paulo
Published online: 25 Mar 2024
  • 106 Views
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Research Article

Article
Transfer Learning with Large-Scale Quantile Regression
Jun Jin, Jun Yan, Robert H. Aseltine & Kun Chen
Published online: 13 Mar 2024
  • 447 Views
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Research Article

Article
Bayesian Optimization via Exact Penalty
Jiangyan Zhao & Jin Xu
Published online: 13 Mar 2024
  • 382 Views
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Research Article

Article
Partial Tail-Correlation Coefficient Applied to Extremal-Network Learning
Yan Gong, Peng Zhong, Thomas Opitz & Raphaël Huser
Published online: 28 Feb 2024
  • 509 Views
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Open Access

Research Article

Article
Moving Sum Procedure for Change Point Detection under Piecewise Linearity
Joonpyo Kim, Hee-Seok Oh & Haeran Cho
Published online: 26 Feb 2024
  • 214 Views
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Research Article

Article
Discrepancy Measures for Global Sensitivity Analysis
Arnald Puy, Pamphile T. Roy & Andrea Saltelli
Published online: 18 Jan 2024
  • 912 Views
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Open Access

Research Article

Article
Assessing Measurement System Agreement in the Presence of Reproducibility and Repeatability
Adel Ahmadi Nadi, Stefan H. Steiner & Nathaniel T. Stevens
Published online: 18 Dec 2023
  • 109 Views
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