High-Dimensional U-Statistics Type Hypothesis Testing via Jackknife Pseudo-Values with Multiplier Bootstrap by Mingjuan Zhang, Libin Jin

“…Simulation studies demonstrate the robustness of our method across a variety of scenarios. …”
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Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk–Planet Systems by Shunyuan Mao, Ruobing Dong, Kwang Moo Yi, Lu Lu, Sifan Wang, Paris Perdikaris

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Determinants of farm profit among cassava-based farming households in Osun State Nigeria: robust estimation approach by Ayodeji Ogunleye, Adewale Lukman, Hassan Ogunwemimo, Victoria Tanimonure, Emad Ismail, Fuad Awwad, Oluseyi Ajayi

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Development of New Electricity System Marginal Price Forecasting Models Using Statistical and Artificial Intelligence Methods by Mehmet Kızıldağ, Fatih Abut, Mehmet Fatih Akay

“…XGBoost combined with MLFS consistently achieved the lowest MAPE values, demonstrating exceptional accuracy and robustness. Among all of the models, XGBoost combined with MLFS consistently achieved the lowest MAPE values, demonstrating superior accuracy and robustness. …”
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An Effective Robust Total Least-Squares Solution Based on “Total Residuals” for Seafloor Geodetic Control Point Positioning by Zhipeng Lv, Guorui Xiao

“…Please note that the validity of robust estimation depends on a good agreement between residuals and true errors. …”
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On the Investigation of Effective Factors on Electronic Structure Properties of Transition Metal Complexes: Robust Modeling Using GPR Approach by Jianjun Wang, Mohammad Mahdi Molla Jafari

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Robust Design Optimization of Viscoelastic Damped Composite Structures Integrating Model Order Reduction and Generalized Stochastic Collocation by Tianyu Wang, Chao Xu, Teng Li

“…This study presents a novel approach that integrates model order reduction (MOR) and generalized stochastic collocation (gSC) to enhance robust design optimization (RDO) of viscoelastic damped composite structures under material and geometric uncertainties. …”
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Enhancing Online Security: A Novel Machine Learning Framework for Robust Detection of Known and Unknown Malicious URLs by Shiyun Li, Omar Dib

“…Our approach leverages a comprehensive dataset encompassing various labels—including benign, phishing, defacement, and malware—to engineer a robust set of features validated through extensive statistical analyses. …”
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Robust adaptive non‐linear alignment algorithm for SINS/DVL integrated navigation system based on variational Bayesian by Bing Zhu, Jingshu Li, Guoheng Cui, Zuohu Li, Ge Tian, Xia Guo

“…The proposed VBRAUKF improves the adaptability and robustness of UKF from the following two main aspects. …”
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Robust optimization of geometrical properties of flow diverter stents for treating cerebral aneurysm: A proof-of-concept study by Zahra Darbandi, Mahkame Sharbatdar, Mehrdad Raisee

“…By addressing sources of uncertainty in cardiovascular simulations, including geometrical and physical properties and boundary conditions, we aim to assess the applicability of robust optimization techniques to the FD design, establishing a foundation for acquiring robust FDs that are capable of operating consistently under various real-world scenarios. …”
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Robust spatial changes in climate classes: insights from bias-corrected CMIP6 models across Chile by Nicolás A Vásquez, Pablo A Mendoza, Miguel Lagos-Zuñiga, Lucía Scaff, Eduardo Muñoz-Castro, Ximena Vargas

“…Hence, we statistically downscaled and bias-corrected daily CMIP6 model outputs for continental Chile, using a multivariate bias correction method, to project climate changes under the SSP5-8.5 scenario. …”
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Infectious disease phylodynamics with occurrence data by Leo A. Featherstone, Francesca Di Giallonardo, Edward C. Holmes, Timothy G. Vaughan, Sebastián Duchêne

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Statistical Method Based on Bayes-Type Empirical Score Test for Assessing Genetic Association with Multilocus Genotype Data by Yi Tian, Li Ma, Xiaohong Cai, Jiayan Zhu

“…Second, we propose a robust test method based on the new global test and the ordinary PCR test built on a prospective score statistic for testing marginal associations with each single marker when the genotype for each marker is coded as the number of minor alleles by taking the minimum p value of these two tests. …”
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A robust control framework for multi-agent systems under Byzantine attacks using hybrid event-triggered techniques by Asad Khan, Muhammad Awais Javeed, Azmat Ullah Khan Niazi, Saadia Rehman, Waqar Ul Hassan, Yubin Zhong

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Stability of f(Q, B) Gravity via Dynamical System Approach: A Comprehensive Bayesian Statistical Analysis by Santosh V. Lohakare, B. Mishra

“…We determine the model parameters of f ( Q , B ) through Bayesian statistical analysis, employing Markov Chain Monte Carlo techniques. …”
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Simulation comparison of modified confidence intervals based on robust estimators for coefficient of variation: skewed distributions case with real applications by Hayriye E. Akyüz, Moustafa O. A. Abu-Shawiesh, Bhuiyan M. G. Kibria

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A mechanistic-statistical approach to infer dispersal and demography from invasion dynamics, applied to a plant pathogen by Saubin, Méline, Coville, Jérome, Xhaard, Constance, Frey, Pascal, Soubeyrand, Samuel, Halkett, Fabien, Fabre, Frédéric

“…Here, we propose a mechanistic-statistical framework to estimate dispersal from one-dimensional invasions. …”
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Difficult-to-treat psoriatic arthritis: refining the definition using a statistical model in a real-life cohort by Ennio Giulio Favalli, Ennio Giulio Favalli, Giacomo Biganzoli, Gilberto Cincinelli, Gilberto Cincinelli, Matteo Ferrito, Matteo Ferrito, Ester Luconi, Maria Manara, Martina Biggioggero, Patrizia Boracchi, Patrizia Boracchi, Roberto Caporali, Roberto Caporali

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Comparing Statistical and Machine Learning Methods for Time Series Forecasting in Data-Driven Logistics—A Simulation Study by Lena Schmid, Moritz Roidl, Alice Kirchheim, Markus Pauly

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Stochastic stability and global dynamics of a mathematical model for drug use: Statistical sensitivity analysis via PRCC by Sara Soulaimani, Abdelilah Kaddar, Fathalla A. Rihan

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