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Authors and titles for July 2024

Total of 958 entries : 1-50 51-100 101-150 151-200 201-250 251-300 ... 951-958
Showing up to 50 entries per page: fewer | more | all
[101] arXiv:2407.04605 [cn-pdf, pdf, html, other]
Title: Linear causal disentanglement via higher-order cumulants
Paula Leyes Carreno, Chiara Meroni, Anna Seigal
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Algebraic Geometry (math.AG) ; Combinatorics (math.CO) ; Statistics Theory (math.ST)
[102] arXiv:2407.04655 [cn-pdf, pdf, html, other]
Title: DCZNMaker: A Web-based Application for Multi-Attribute Utilities Analysis
Adrienne Kline
Subjects: Applications (stat.AP)
[103] arXiv:2407.04659 [cn-pdf, pdf, html, other]
Title: Simulation-based Calibration of Uncertainty Intervals under Approximate Bayesian Estimation
Terrance D. Savitsky, Julie Gershunskaya
Comments: 25 pages, 8 Figures, 3 Tables
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[104] arXiv:2407.04667 [cn-pdf, pdf, html, other]
Title: The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks
Manuele Leonelli, Jim Q. Smith, Sophia K. Wright
Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG)
[105] arXiv:2407.04783 [cn-pdf, pdf, html, other]
Title: Agnostic Private Density Estimation for GMMs via List Global Stability
Mohammad Afzali, Hassan Ashtiani, Christopher Liaw
Subjects: Machine Learning (stat.ML) ; Cryptography and Security (cs.CR) ; Data Structures and Algorithms (cs.DS) ; Information Theory (cs.IT) ; Machine Learning (cs.LG)
[106] arXiv:2407.04806 [cn-pdf, pdf, html, other]
Title: Training Guarantees of Neural Network Classification Two-Sample Tests by Kernel Analysis
Varun Khurana, Xiuyuan Cheng, Alexander Cloninger
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[107] arXiv:2407.04812 [cn-pdf, pdf, html, other]
Title: Active-Controlled Trial Design for HIV Prevention Trials with a Counterfactual Placebo
Fei Gao, Holly Janes, Susan Buchbinder, Deborah Donnell
Subjects: Methodology (stat.ME)
[108] arXiv:2407.04933 [cn-pdf, pdf, html, other]
Title: A Triginometric Seasonal Component Model and its Application to Time Series with Two Types of Seasonality
G. Kitagawa (The Institute of Statistical Mathmatics and The Graduate University for Advanced Study)
Comments: 24 pages, 8 tables, 16 figures
Subjects: Methodology (stat.ME)
[109] arXiv:2407.04945 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On Differentially Private U Statistics
Kamalika Chaudhuri, Po-Ling Loh, Shourya Pandey, Purnamrita Sarkar
Subjects: Statistics Theory (math.ST) ; Cryptography and Security (cs.CR) ; Machine Learning (cs.LG)
[110] arXiv:2407.04967 [cn-pdf, pdf, html, other]
Title: posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms
Måns Magnusson, Jakob Torgander, Paul-Christian Bürkner, Lu Zhang, Bob Carpenter, Aki Vehtari
Subjects: Computation (stat.CO)
[111] arXiv:2407.05001 [cn-pdf, pdf, html, other]
Title: Treatment effect estimation under covariate-adaptive randomization with heavy-tailed outcomes
Hongzi Li, Wei Ma, Yingying Ma, Hanzhong Liu
Subjects: Methodology (stat.ME)
[112] arXiv:2407.05011 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Multifunction Estimation in a Time-Discretized Skorokhod Reflection Problem
Nicolas Marie
Comments: 11 pages
Subjects: Statistics Theory (math.ST)
[113] arXiv:2407.05089 [cn-pdf, pdf, html, other]
Title: Bayesian network-guided sparse regression with flexible varying effects
Yangfan Ren, Christine B. Peterson, Marina Vannucci
Journal-ref: Biometrics (2024)
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[114] arXiv:2407.05105 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Location and association measures for interval-valued data based on Mallows' distance
M. Rosário Oliveira, Diogo Pinheiro, Lina Oliveira
Subjects: Statistics Theory (math.ST)
[115] arXiv:2407.05110 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Distributional stability of sparse inverse covariance matrix estimators
Renjie Chen, Huifu Xu, Henryk Zähle
Subjects: Statistics Theory (math.ST) ; Optimization and Control (math.OC) ; Applications (stat.AP)
[116] arXiv:2407.05145 [cn-pdf, pdf, html, other]
Title: On high-dimensional modifications of the nearest neighbor classifier
Annesha Ghosh, Deep Ghoshal, Bilol Banerjee, Anil K. Ghosh
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[117] arXiv:2407.05159 [cn-pdf, pdf, html, other]
Title: Roughness regularization for functional data analysis with free knots spline estimation
Anna De Magistris (1), Valentina De Simone (1), Elvira Romano (1), Gerardo Toraldo (1) ((1) University of Campania "Luigi Vanvitelli")
Comments: 12 pages, 8 figures
Subjects: Methodology (stat.ME) ; Numerical Analysis (math.NA) ; Applications (stat.AP)
[118] arXiv:2407.05241 [cn-pdf, pdf, html, other]
Title: Joint identification of spatially variable genes via a network-assisted Bayesian regularization approach
Mingcong Wu, Yang Li, Shuangge Ma, Mengyun Wu
Subjects: Methodology (stat.ME)
[119] arXiv:2407.05281 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Tail Index Estimation for Discrete Heavy-Tailed Distributions
Patrice Bertail, Stephan Clémençon, Carlos Fernández
Subjects: Statistics Theory (math.ST)
[120] arXiv:2407.05284 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Regenerative bootstrap for $β$-null recurrent Markov chains
Carlos Fernández
Subjects: Statistics Theory (math.ST)
[121] arXiv:2407.05288 [cn-pdf, pdf, html, other]
Title: Modeling heterogeneity in higher-order moments while preserving mean and variance: application to spatio-temporal modeling
Hajime Kuno, Daisuke Murakami
Subjects: Methodology (stat.ME)
[122] arXiv:2407.05294 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Harris recurrent Markov chains and nonlinear monotone cointegrated models
Patrice Bertail, Cécile Durot, Carlos Fernández
Subjects: Statistics Theory (math.ST)
[123] arXiv:2407.05400 [cn-pdf, pdf, html, other]
Title: Collaborative Analysis for Paired A/B Testing Experiments
Qiong Zhang, Lulu Kang, Xinwei Deng
Subjects: Methodology (stat.ME)
[124] arXiv:2407.05431 [cn-pdf, pdf, html, other]
Title: Without Pain -- Clustering Categorical Data Using a Bayesian Mixture of Finite Mixtures of Latent Class Analysis Models
Gertraud Malsiner-Walli, Bettina Grün, Sylvia Frühwirth-Schnatter
Subjects: Methodology (stat.ME)
[125] arXiv:2407.05470 [cn-pdf, pdf, html, other]
Title: Bayesian Finite Mixture Models
Bettina Grün, Gertraud Malsiner-Walli
Subjects: Methodology (stat.ME)
[126] arXiv:2407.05492 [cn-pdf, pdf, html, other]
Title: Gaussian Approximation and Output Analysis for High-Dimensional MCMC
Ardjen Pengel, Jun Yang, Zhou Zhou
Comments: 65 pages, dim-dependence improved in v2
Subjects: Computation (stat.CO) ; Methodology (stat.ME)
[127] arXiv:2407.05537 [cn-pdf, pdf, html, other]
Title: Optimal treatment strategies for prioritized outcomes
Kyle Duke, Eric B. Laber, Marie Davidian, Michael Newcomb, Brian Mustanksi
Subjects: Methodology (stat.ME)
[128] arXiv:2407.05543 [cn-pdf, pdf, html, other]
Title: Functional Principal Component Analysis for Truncated Data
Caitrin Murphy, Eric Laber, Rhonda Merwin, Brian Reich
Subjects: Methodology (stat.ME)
[129] arXiv:2407.05572 [cn-pdf, pdf, html, other]
Title: Reducing Total Trip Time and Vehicle Emission through Park-and-Ride -- methods and case-study
Ayane Nakamura, Fabiana Ferracina, Naoki Sakata, Takahiro Noguchi, Hiroyasu Ando
Comments: 54 pages, 34 figures, to be published in Journal of Cleaner Production
Subjects: Computation (stat.CO) ; Other Statistics (stat.OT)
[130] arXiv:2407.05585 [cn-pdf, pdf, html, other]
Title: Evaluating Treatment Benefit Predictors using Observational Data: Contending with Identification and Confounding Bias
Yuan Xia, Mohsen Sadatsafavi, Paul Gustafson
Comments: 30 pages, 6 figures
Subjects: Methodology (stat.ME)
[131] arXiv:2407.05624 [cn-pdf, pdf, html, other]
Title: Dynamic Matrix Factor Models for High Dimensional Time Series
Ruofan Yu, Rong Chen, Han Xiao, Yuefeng Han
Subjects: Methodology (stat.ME) ; Econometrics (econ.EM)
[132] arXiv:2407.05625 [cn-pdf, pdf, html, other]
Title: New User Event Prediction Through the Lens of Causal Inference
Henry Shaowu Yuchi, Shixiang Zhu, Li Dong, Yigit M. Arisoy, Matthew C. Spencer
Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG)
[133] arXiv:2407.05664 [cn-pdf, pdf, html, other]
Title: How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
Arthur Jacot, Seok Hoan Choi, Yuxiao Wen
Subjects: Machine Learning (stat.ML) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)
[134] arXiv:2407.05691 [cn-pdf, pdf, html, other]
Title: Multi-resolution subsampling for large-scale linear classification
Haolin Chen, Holger Dette, Jun Yu
Comments: 40 pages
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)
[135] arXiv:2407.05699 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Pareto processes for threshold exceedances in spatial extremes
Clement Dombry (UFC, LMB), Juliette Legrand (UBO, LMBA), Thomas Opitz (BioSP)
Subjects: Statistics Theory (math.ST)
[136] arXiv:2407.05760 [cn-pdf, pdf, html, other]
Title: Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations
Guillem Bonafos, Clara Bourot, Pierre Pudlo, Jean-Marc Freyermuth, Laurence Reboul, Samuel Tronçon, Arnaud Rey
Subjects: Applications (stat.AP) ; Sound (cs.SD) ; Audio and Speech Processing (eess.AS) ; Machine Learning (stat.ML)
[137] arXiv:2407.05790 [cn-pdf, pdf, html, other]
Title: Kinetic Interacting Particle Langevin Monte Carlo
Paul Felix Valsecchi Oliva, O. Deniz Akyildiz
Subjects: Computation (stat.CO) ; Machine Learning (stat.ML)
[138] arXiv:2407.05806 [cn-pdf, pdf, html, other]
Title: Normative brain mapping of 3-dimensional morphometry imaging data using skewed functional data analysis
Marco Palma, Shahin Tavakoli, Julia Brettschneider, Ana-Maria Staicu, Thomas E. Nichols (for the Alzheimer's Disease Neuroimaging Initiative)
Subjects: Applications (stat.AP)
[139] arXiv:2407.05824 [cn-pdf, pdf, html, other]
Title: Counting on count regression: overlooked aspects of the Negative Binomial specification
Ettore Settanni
Comments: 10 pages, 1 table
Subjects: Methodology (stat.ME)
[140] arXiv:2407.05849 [cn-pdf, pdf, html, other]
Title: Small area prediction of counts under machine learning-type mixed models
Nicolas Frink, Timo Schmid
Subjects: Methodology (stat.ME)
[141] arXiv:2407.05854 [cn-pdf, pdf, html, other]
Title: A Low-Rank Bayesian Approach for Geoadditive Modeling
Bryan Sumalinab, Oswaldo Gressani, Niel Hens, Christel Faes
Subjects: Methodology (stat.ME)
[142] arXiv:2407.05896 [cn-pdf, pdf, html, other]
Title: A new multivariate Poisson model
Orla A. Murphy, Juliana Schulz
Comments: 36 pages, 7 figures
Subjects: Methodology (stat.ME)
[143] arXiv:2407.05914 [cn-pdf, pdf, html, other]
Title: Constructing Level Sets Using Smoothed Approximate Bayesian Computation
David Edwards, Julie Bessac, Franck Cappello, Scotland Leman
Comments: 14 pages, 12 figures
Subjects: Methodology (stat.ME) ; Computation (stat.CO)
[144] arXiv:2407.05957 [cn-pdf, pdf, html, other]
Title: A likelihood ratio test for circular multimodality
Diego Bolón, Rosa M. Crujeiras, Alberto Rodríguez-Casal
Comments: 28 pages
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[145] arXiv:2407.05997 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On the differentiability of $φ$-projections in the discrete finite case
Gery Geenens, Ivan Kojadinovic, Tommaso Martini
Comments: 33 pages, 3 figures, 1 table
Subjects: Statistics Theory (math.ST)
[146] arXiv:2407.06015 [cn-pdf, pdf, html, other]
Title: Simulation-based Benchmarking for Causal Structure Learning in Gene Perturbation Experiments
Luka Kovačević, Izzy Newsham, Sach Mukherjee, John Whittaker
Comments: 16 pages, 8 figures, 4 tables
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Applications (stat.AP)
[147] arXiv:2407.06038 [cn-pdf, pdf, html, other]
Title: Comparing Causal Inference Methods for Point Exposures with Missing Confounders: A Simulation Study
Luke Benz, Alexander Levis, Sebastien Haneuse
Subjects: Methodology (stat.ME)
[148] arXiv:2407.06069 [cn-pdf, pdf, html, other]
Title: How to Add Baskets to an Ongoing Basket Trial with Information Borrowing
Libby Daniells, Pavel Mozgunov, Helen Barnett, Alun Bedding, Thomas Jaki
Subjects: Methodology (stat.ME)
[149] arXiv:2407.06090 [cn-pdf, pdf, html, other]
Title: The Need for a Recurring Large-Scale Benchmarking Survey to Continually Evaluate Sampling Methods and Administration Modes: Lessons from the 2022 Collaborative Midterm Survey
Peter K. Enns, Colleen L. Barry, James N. Druckman, Sergio Garcia-Rios, David C. Wilson, Jonathon P. Schuldt
Subjects: Other Statistics (stat.OT)
[150] arXiv:2407.06173 [cn-pdf, pdf, html, other]
Title: Large Row-Constrained Supersaturated Designs for High-throughput Screening
Byran J. Smucker, Stephen E. Wright, Isaac Williams, Richard C. Page, Andor J. Kiss, Surendra Bikram Silwal, Maria Weese, David J. Edwards
Comments: Additional supplementary materials can be found at https://sites.miamioh.edu/byran-smucker/research-2/
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
Total of 958 entries : 1-50 51-100 101-150 151-200 201-250 251-300 ... 951-958
Showing up to 50 entries per page: fewer | more | all