Methodology

Authors and titles for December 2023

[1] arXiv:2312.00130 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Sparse Data-Driven Random Projection in Regression for High-Dimensional Data Show Chinese title

Title: 高维数据回归中的稀疏数据驱动随机投影

Roman Parzer, Peter Filzmoser, Laura Vana-Gür

Comments: 31 pages, 14 figures

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)

[2] arXiv:2312.00185 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: On the variance of the Least Mean Square squared-error sample curve Show Chinese title

Title: 关于最小均方平方误差样本曲线的方差

Marcos H. Maruo, José Carlos M. Bermudez

Subjects: Methodology (stat.ME) ; Computation (stat.CO)

[3] arXiv:2312.00225 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Eliminating confounder-induced bias in the statistics of intervention Show Chinese title

Title: 消除干预统计中的混杂因素偏差

Orestis Loukas, Ho Ryun Chung

Comments: 16 pages, 5 figures, 3 tables

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[4] arXiv:2312.00305 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Multiple Testing of Linear Forms for Noisy Matrix Completion Show Chinese title

Title: 线性形式的多重检验用于噪声矩阵补全

Wanteng Ma, Lilun Du, Dong Xia, Ming Yuan

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)

[5] arXiv:2312.00346 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Supervised Factor Modeling for High-Dimensional Linear Time Series Show Chinese title

Title: 有监督因子建模用于高维线性时间序列

Feiqing Huang, Kexin Lu, Guodong Li

Subjects: Methodology (stat.ME)

[6] arXiv:2312.00439 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Modeling the Ratio of Correlated Biomarkers Using Copula Regression Show Chinese title

Title: 使用Copula回归建模相关生物标志物的比率

Moritz Berger, Nadja Klein, Michael Wagner, Matthias Schmid

Comments: 32 pages, 6 figures, 5 tables

Subjects: Methodology (stat.ME)

[7] arXiv:2312.00494 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Applying the estimands framework to non-inferiority trials: guidance on choice of hypothetical estimands for non-adherence and comparison of estimation methods Show Chinese title

Title: 将估计量框架应用于非劣效性试验：关于非依从性假设估计量选择的指导和估计方法比较

Katy E Morgan, Ian R White, Clémence Leyrat, Simon Stanworth, Brennan C Kahan

Subjects: Methodology (stat.ME)

[8] arXiv:2312.00501 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Cautionary Tales on Synthetic Controls in Survival Analyses Show Chinese title

Title: 生存分析中合成控制的警示故事

Alicia Curth, Hoifung Poon, Aditya V. Nori, Javier González

Comments: To appear in the 3rd Conference on Causal Learning and Reasoning (CLeaR 2024)

Subjects: Methodology (stat.ME)

[9] arXiv:2312.00509 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bayesian causal discovery from unknown general interventions Show Chinese title

Title: 从未知一般干预中进行贝叶斯因果发现

Alessandro Mascaro, Federico Castelletti

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[10] arXiv:2312.00530 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: New tools for network time series with an application to COVID-19 hospitalisations Show Chinese title

Title: 网络时间序列的新工具及其在COVID-19住院治疗中的应用

Guy Nason, Daniel Salnikov, Mario Cortina-Borja

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[11] arXiv:2312.00728 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Soft computing for the posterior of a new matrix t graphical network Show Chinese title

Title: 软计算用于新矩阵t图形网络的后验

J. Pillay, A. Bekker, J.T. Ferreira, M. Arashi

Comments: 25 pages, 9 figures

Subjects: Methodology (stat.ME)

[12] arXiv:2312.01168 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: MacroPARAFAC for handling rowwise and cellwise outliers in incomplete multi-way data Show Chinese title

Title: 宏PARAFAC用于处理不完整多向数据中的行wise和单元wise异常值

Mia Hubert, Mehdi Hirari

Journal-ref: Chemometrics and Intelligent Laboratory Systems, 251, 105170, 2024

Subjects: Methodology (stat.ME)

[13] arXiv:2312.01210 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: When accurate prediction models yield harmful self-fulfilling prophecies Show Chinese title

Title: 当精确的预测模型导致有害的自我实现预言

Wouter A.C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Ciná

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[14] arXiv:2312.01266 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A unified framework for covariate adjustment under stratified randomization Show Chinese title

Title: 分层随机化下的协变量调整统一框架

Fuyi Tu, Wei Ma, Hanzhong Liu

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)

[15] arXiv:2312.01379 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix Show Chinese title

Title: 自变量协方差矩阵的特征值分布方面 PLS 与 OLS 回归的关系

David del Val (1), José R. Berrendero (1 and 2), Alberto Suárez (1) ((1) Universidad Autónoma de Madrid UAM, (2) Instituto de Ciencias Matemáticas ICMAT)

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[16] arXiv:2312.01411 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian inference on Cox regression models using catalytic prior distributions Show Chinese title

Title: 基于使用催化先验分布的Cox回归模型的贝叶斯推断

Weihao Li, Dongming Huang

Subjects: Methodology (stat.ME)

[17] arXiv:2312.01496 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Large-Scale Correlation Screening under Dependence for Brain Functional Connectivity Network Inference Show Chinese title

Title: 大规模相关性筛选在依赖性下的脑功能连接网络推断

Hanâ Lbath, Alexander Petersen, Sophie Achard

Subjects: Methodology (stat.ME)

[18] arXiv:2312.01723 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Group Sequential Design for Non-Proportional Hazards: Logrank, Weighted Logrank, and MaxCombo Methods Show Chinese title

Title: 非比例风险的组序设计：对数秩检验、加权对数秩检验和MaxCombo方法

Yujie Zhao, Yilong Zhang, Larry Leon, Keaven M. Anderson

Subjects: Methodology (stat.ME)

[19] arXiv:2312.01735 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Weighted Q-learning for optimal dynamic treatment regimes with nonignorable missing covariates Show Chinese title

Title: 带非可忽略缺失协变量的最优动态治疗方案的加权Q学习

Jian Sun, Bo Fu, Li Su

Comments: This paper includes a supplementary material in the latter part of this arXiv version

Subjects: Methodology (stat.ME)

[20] arXiv:2312.01815 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Goodness-of-Fit Tests for High-Dimensional Gaussian Graphical Models via Exchangeable Sampling Show Chinese title

Title: 拟合优度检验用于高维高斯图模型的可交换抽样

Xiaotong Lin, Weihao Li, Fangqiao Tian, Dongming Huang

Subjects: Methodology (stat.ME)

[21] arXiv:2312.01870 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Extreme-value modelling of migratory bird arrival dates: Insights from citizen science data Show Chinese title

Title: 迁徙鸟类到达日期的极值建模：来自公民科学数据的见解

Jonathan Koh, Thomas Opitz

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[22] arXiv:2312.01925 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Coefficient Shape Alignment in Multiple Functional Linear Regression Show Chinese title

Title: 多重函数线性回归中的系数形状对齐

Shuhao Jiao, Ngai-Hang Chan

Subjects: Methodology (stat.ME) ; Machine Learning (stat.ML)

[23] arXiv:2312.01944 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: New Methods for Network Count Time Series Show Chinese title

Title: 新的网络计数时间序列方法

Hengxu Liu, Guy Nason

Subjects: Methodology (stat.ME)

[24] arXiv:2312.01969 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: FDR Control for Online Anomaly Detection Show Chinese title

Title: 在线异常检测的FDR控制

Etienne Krönert, Alain Célisse, Dalila Hattab

Subjects: Methodology (stat.ME)

[25] arXiv:2312.02110 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Fourier Methods for Sufficient Dimension Reduction in Time Series Show Chinese title

Title: 时间序列中充分维度降低的傅里叶方法

S. Yaser Samadi, Tharindu P. De Alwis

Subjects: Methodology (stat.ME) ; Theoretical Economics (econ.TH)

[26] arXiv:2312.02404 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Nonparametric Bayesian Adjustment of Unmeasured Confounders in Cox Proportional Hazards Models Show Chinese title

Title: 非参数贝叶斯调整Cox比例风险模型中的未测量混杂因素

Shunichiro Orihara, Shonosuke Sugasawa, Tomohiro Ohigashi, Tomoyuki Nakagawa, Masataka Taguri

Comments: general Bayes, invalid instrumental variable, Mendelian randomization, UK Biobank, weak instrumental variable

Subjects: Methodology (stat.ME)

[27] arXiv:2312.02513 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Asymptotic Theory of the Best-Choice Rerandomization using the Mahalanobis Distance Show Chinese title

Title: 渐近理论的最佳选择重新随机化使用马氏距离

Yuhao Wang, Xinran Li

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)

[28] arXiv:2312.02518 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: The general linear hypothesis testing problem for multivariate functional data with applications Show Chinese title

Title: 多变量函数数据的广义线性假设检验问题及其应用

Tianming Zhu

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[29] arXiv:2312.02591 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: General Spatio-Temporal Factor Models for High-Dimensional Random Fields on a Lattice Show Chinese title

Title: 高维格点上随机场的通用时空因子模型

Matteo Barigozzi, Davide La Vecchia, Hang Liu

Subjects: Methodology (stat.ME)

[30] arXiv:2312.02717 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Graphical Approach to Treatment Effect Estimation with Observational Network Data Show Chinese title

Title: 基于观察网络数据的处理效应估计的图形方法

Meta-Lina Spohn, Leonard Henckel, Marloes H. Maathuis

Subjects: Methodology (stat.ME)

[31] arXiv:2312.02860 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Spectral Deconfounding for High-Dimensional Sparse Additive Models Show Chinese title

Title: 谱解混用于高维稀疏可加模型

Cyrill Scheidegger, Zijian Guo, Peter Bühlmann

Subjects: Methodology (stat.ME)

[32] arXiv:2312.02870 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Replica analysis of overfitting in regression models for time to event data: the impact of censoring Show Chinese title

Title: 回归模型中事件时间数据的过拟合复制分析：删失的影响

Emanuele Massa, Alexander Mozeika, Anthony Coolen

Subjects: Methodology (stat.ME) ; Disordered Systems and Neural Networks (cond-mat.dis-nn) ; Statistics Theory (math.ST)

[33] arXiv:2312.02905 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A General Framework for Multiple Testing via E-value Aggregation and Data-Dependent Weighting Show Chinese title

Title: 通过E值聚合和数据相依加权进行多重检验的通用框架

Guanxun Li, Xianyang Zhang

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)

[34] arXiv:2312.03139 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Bayesian Skew-heavy-tailed modelling for loss reserving Show Chinese title

Title: 贝叶斯偏重尾模型在准备金评估中的应用

William L. Leão, Viviana G. R. Lobo

Subjects: Methodology (stat.ME) ; Applications (stat.AP) ; Other Statistics (stat.OT)

[35] arXiv:2312.03192 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Modeling Structure and Country-specific Heterogeneity in Misclassification Matrices of Verbal Autopsy-based Cause of Death Classifiers Show Chinese title

Title: 基于口头尸检的死亡原因分类器的误分类矩阵中的结构和国家特定异质性建模

Sandipan Pramanik, Scott Zeger, Dianna Blau, Abhirup Datta

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[36] arXiv:2312.03254 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Efficiency of Terrestrial Laser Scanning in Survey Works: Assessment, Modelling, and Monitoring Show Chinese title

Title: 陆地激光扫描在测量工作中的效率：评估、建模与监测

Fayez Tarsha Kurdi, Paul Reed, Zahra Gharineiat, Mohammad Awrangjeb

Comments: 8 pages, 6 figures

Journal-ref: International Journal of Environment Sciences and Natural Resources. 2023; 32(2): 556334 (2023)

Subjects: Methodology (stat.ME)

[37] arXiv:2312.03257 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian Functional Analysis for Untargeted Metabolomics Data with Matching Uncertainty and Small Sample Sizes Show Chinese title

Title: 基于匹配不确定性与小样本量的非靶向代谢组学数据的贝叶斯函数分析

Guoxuan Ma, Jian Kang, Tianwei Yu

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[38] arXiv:2312.03268 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Design-based inference for generalized network experiments with stochastic interventions Show Chinese title

Title: 基于设计的广义网络实验的随机干预推断

Ambarish Chattopadhyay, Kosuke Imai, Jose R. Zubizarreta

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[39] arXiv:2312.03274 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Empirical Bayes Covariance Decomposition, and a solution to the Multiple Tuning Problem in Sparse PCA Show Chinese title

Title: 经验贝叶斯协方差分解，以及稀疏PCA中多重调优问题的解决方案

Joonsuk Kang, Matthew Stephens

Subjects: Methodology (stat.ME) ; Machine Learning (stat.ML)

[40] arXiv:2312.03561 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Blueprinting the Future: Automatic Item Categorization using Hierarchical Zero-Shot and Few-Shot Classifiers Show Chinese title

Title: 蓝图未来：使用分层零样本和少量样本分类器进行自动项目分类

Ting Wang, Keith Stelter, Jenn Floyd, Thomas O'Neill, Nathaniel Hendrix, Andrew Bazemore, Kevin Rode, Warren Newton

Subjects: Methodology (stat.ME) ; Computers and Society (cs.CY) ; Machine Learning (cs.LG)

[41] arXiv:2312.03643 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Propagating moments in probabilistic graphical models with polynomial regression forms for decision support systems Show Chinese title

Title: 具有多项式回归形式的概率图模型中的传播矩用于决策支持系统

Victoria Volodina, Nikki Sonenberg, Peter Challenor, Jim Q. Smith

Subjects: Methodology (stat.ME) ; Applications (stat.AP)

[42] arXiv:2312.03857 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Population Monte Carlo with Normalizing Flow Show Chinese title

Title: 带有归一化流的群体蒙特卡罗

Soumyasundar Pal, Antonios Valkanas, Mark Coates

Subjects: Methodology (stat.ME)

[43] arXiv:2312.03967 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Test-negative designs with various reasons for testing: statistical bias and solution Show Chinese title

Title: 基于不同检测原因的检测阴性设计：统计偏差与解决方法

Mengxin Yu, Tom Hongyi Liu, Kendrick Qijun Li, Nicholas Jewell, Eric Tchetgen Tchetgen, Dylan Small, Xu Shi, Bingkai Wang

Subjects: Methodology (stat.ME)

[44] arXiv:2312.04026 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference Show Chinese title

Title: 网络干扰下估计处理效应和溢出效应的独立集实验设计

Chencheng Cai, Xu Zhang, Edoardo M. Airoldi

Subjects: Methodology (stat.ME)

[45] arXiv:2312.04077 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression Show Chinese title

Title: 模拟研究：评估在何时使用Plasmode模拟优于参数化模拟来估计线性回归中最小二乘估计量的均方误差

Marieke Stolte, Nicholas Schreck, Alla Slynko, Maral Saadati, Axel Benner, Jörg Rahnenführer, Andrea Bommert

Journal-ref: PLOS ONE (2024)

Subjects: Methodology (stat.ME) ; Computation (stat.CO)

[46] arXiv:2312.04078 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Methods for Quantifying Dataset Similarity: a Review, Taxonomy and Comparison Show Chinese title

Title: 量化数据集相似性的方法：综述、分类与比较

Marieke Stolte, Franziska Kappenberg, Jörg Rahnenführer, Andrea Bommert

Comments: 124 pages

Journal-ref: Statist. Surv. 18, 163 - 298, 2024

Subjects: Methodology (stat.ME)

[47] arXiv:2312.04150 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A simple sensitivity analysis method for unmeasured confounders via linear programming with estimating equation constraints Show Chinese title

Title: 一种通过带有估计方程约束的线性规划进行未测量混杂因素的简单敏感性分析方法

Chengyao Tang, Yi Zhou, Ao Huang, Satoshi Hattori

Comments: 16 pages, 5 tables, 2 figures

Subjects: Methodology (stat.ME)

[48] arXiv:2312.04481 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Wasserstein complexity penalization priors: a new class of penalizing complexity priors Show Chinese title

Title: Wasserstein复杂度惩罚先验：一种新的惩罚复杂度先验类

David Bolin, Alexandre B. Simas, Zhen Xiong

Subjects: Methodology (stat.ME)

[49] arXiv:2312.04661 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Robust Penalized Estimators for High--Dimensional Generalized Linear Models Show Chinese title

Title: 高维广义线性模型的鲁棒惩罚估计量

Marina Valdora, Claudio Agostinelli

Comments: 91 pages, 31 figures, 8 tables

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)

[50] arXiv:2312.04924 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Sparse Anomaly Detection Across Referentials: A Rank-Based Higher Criticism Approach Show Chinese title

Title: 跨参照系的稀疏异常检测：一种基于排名的高阶批评方法

Ivo V. Stoepker, Rui M. Castro, Ery Arias-Castro

Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)