- Robust Global Fr'echet Regression via Weight Regularization
2025/11/05 by Hao Li, Li, Hao, Shonosuke Sugasawa +3 · 1 citation
Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Gaussian Processes and Bayesian Inference
- Matrix-variate integer-valued autoregressive processes
2025/09/09 by Nuo Xu, Xu, Nuo, Kai Yang +3 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #Fuzzy Systems and Optimization #Statistical Methods and Inference
- A Survey of Dimension Estimation Methods
2025/07/18 by James A. D. Binnie, Paweł Dłotko, Binnie, James A. D. +7 · 5 citations
Computer Science · Mathematics · #53Z50 (Secondary) #62G05 #62R07 #62R40 (Primary) 62R30 #Advanced Statistical Methods and Models #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metric Geometry (math.MG) #Statistical Methods and Inference #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- Why Machine Learning Models Systematically Underestimate Extreme Values
2025/07/16 by Yuan-Sen Ting · 1 voice · 1 citation
Mathematics · Decision Sciences · #Advanced Statistical Methods and Models #Forecasting Techniques and Applications #Scientific Measurement and Uncertainty Evaluation
- Truncated Cauchy Combination Test: a Robust and Powerful P-value Combination Method with Arbitrary Correlations
2025/06/14 by Bo Chen, Chen, Bo, Wei Xu +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Optimal Experimental Design Methods
- Multivariate Data Analysis
2025/06/06 by Danica Heller‐Krippendorf · 5 citations
Chemistry · Environmental Science · Mathematics · #Advanced Statistical Methods and Models #Spectroscopy and Chemometric Analyses #Water Quality Monitoring and Analysis
- Signature Maximum Mean Discrepancy Two-Sample Statistical Tests
2025/06/02 by Andrew Alden, Blanka Horvath, Alden, Andrew +3 · 2 citations
Mathematics · #Advanced Statistical Methods and Models #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- What can be learned when multiple analysts arrive at different estimates
2025/05/01 by Julia M. Rohrer, George Davey Smith, Marcus R. Munafò · 1 voice · 1 citation
Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Multivariate Conformal Selection
2025/05/01 by Bai, Tian, Yue Zhao, Yue Xiang +4 · 2 citations
Mathematics · Engineering · Decision Sciences · #Advanced Statistical Methods and Models #Fault Detection and Control Systems #Advanced Statistical Process Monitoring
- A Robust Extrinsic Single-index Model for Spherical Data
2025/03/31 by Hong, Houren, Janice L. Scealy, Andrew T. A. Wood +4 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Methodology (stat.ME) #Statistical Methods and Inference
- Treatment Effect Heterogeneity in Regression Discontinuity Designs
2025/03/17 by Sebastián Calónico, Sebastian Calonico, Calonico, Sebastian +9 · 2 voices
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Optimal Experimental Design Methods #Statistical Methods and Inference #econ.EM #stat.ME
- Improve Representation for Imbalanced Regression through Geometric Constraints
2025/03/02 by Zijian Dong, Dong, Zijian, Yilei Wu +9 · 2 citations
Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
2025/02/25 by Mihaela Cătălina Stoian, Eleonora Giunchiglia, Stoian, Mihaela Cătălina +1 · 2 voices · 3 citations
Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Statistical Methods and Inference #cs.LG
- A Scalable Nystrom-Based Kernel Two-Sample Test with Permutations
2025/02/19 by Antoine Chatalic, Chatalic, Antoine, Marco Letizia +5 · 2 citations
Computer Science · Engineering · Mathematics · #Face and Expression Recognition #Sparse and Compressive Sensing Techniques #Advanced Statistical Methods and Models
- Finite sample bounds for barycenter estimation in geodesic spaces
2025/02/19 by Victor-Emmanuel Brunel, Brunel, Victor-Emmanuel, Jordan Serres +1 · 2 citations
Environmental Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Probability (math.PR) #Soil Geostatistics and Mapping #Statistical Methods and Inference #Statistics Theory (math.ST)
- Geometric Interpretations of the k-Nearest Neighbour Distributions
2025/02/11 by Kwanit Gangopadhyay, Gangopadhyay, Kwanit, Arka Banerjee +3 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Advanced Statistical Methods and Models #Data Management and Algorithms
- Robust Conformal Outlier Detection under Contaminated Reference Data
2025/02/07 by Meshi Bashari, Matteo Sesia, Bashari, Meshi +3 · 3 citations
Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Distribution of singular values in large sample cross-covariance matrices
2025/02/07 by Arabind Swain, Sean A. Ridout, Swain, Arabind +3 · 1 citation
Agricultural and Biological Sciences · Mathematics · #Advanced Statistical Methods and Models #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Mathematics #FOS: Physical sciences #Random Matrices and Applications #Sensory Analysis and Statistical Methods #Statistics Theory (math.ST) #Statistics and Probability (physics.data-an)
- Bayesian Power and Sample Size Calculations for Bayes Factors in the Binomial Setting
2025/02/05 by Riko Kelter, Samuel Pawel, Kelter, Riko +1 · 2 citations
Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Modeling and Causal Inference #Advanced Statistical Methods and Models
- Optimal Transport-based Conformal Prediction
2025/01/31 by Gauthier Thurin, Thurin, Gauthier, Kimia Nadjahi +3 · 6 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistical Methods and Inference
- Bias-variance decompositions: the exclusive privilege of Bregman divergences
2025/01/30 by Tom Heskes, Heskes, Tom · 3 citations
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
- Standard Errors for Difference‐in‐Difference Regression
2025/01/22 by Bruce E. Hansen · 1 voice · 1 citation
Mathematics · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Advanced Statistical Methods and Models
- Robust Local Polynomial Regression with Similarity Kernels
2025/01/18 by Yaniv Shulman, Shulman, Yaniv · 1 citation
Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Universality of Benign Overfitting in Binary Linear Classification
2025/01/17 by Hashimoto, Ichiro, Stanislav Volgushev, Piotr Zwiernik +2 · 1 citation
Mathematics · #14J62 #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training
2025/01/08 by Hongxin Zhi, Zhi, Hongxin, Hongtao Yu +7 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Finite-sample properties of the trimmed mean
2025/01/07 by Roberto I. Oliveira, Oliveira, Roberto I., Paulo Orenstein +3 · 3 citations
Decision Sciences · Mathematics · #62C20 (Primary) 60F10 (Secondary) #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Mathematics #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Some properties and applications of the new quantum f-divergences
2025/01/07 by Salman Beigi, Christoph Hirche, Beigi, Salman +3 · 2 citations
Mathematics · Physics and Astronomy · #Advanced Statistical Methods and Models #Benford’s Law and Fraud Detection #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph) #Statistical Mechanics and Entropy
- Prediction with Differential Covariate Classification: Illustrated by Covariate Classification in Medical Risk Assessment
2025/01/04 by Atheendar Venkataramani, Atheendar S. Venkataramani, Charles F. Manski +4 · 1 voice · 1 citation
Mathematics · #Advanced Statistical Methods and Models
- Invalidating Factorial Survey Experiments Using Invalid Comparisons Is Bad Practice: Learning from Forster and Neugebauer (2024)
2025/01/01 by Justin T. Pickett · 1 voice · 2 citations
Mathematics · #Advanced Statistical Methods and Models
- Regression discontinuity aggregation, with an application to the union effects on inequality
2024/12/31 by Kirill Borusyak, Borusyak, Kirill, Matan Kolerman-Shemer +1 · 2 voices
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Multi-Criteria Decision Making #econ.EM
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