Methodology

Authors and titles for September 2024

[1] arXiv:2409.00291 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Variable selection in the joint frailty model of recurrent and terminal events using Broken Adaptive Ridge regression Show Chinese title

Title: 基于断裂自适应岭回归的复发事件与终末事件联合脆弱模型中的变量选择

Christian Chan, Fatemeh Mahmoudi, Chel Hee Lee, Quan Long, Xuewen Lu

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

[2] arXiv:2409.00453 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian nonparametric mixtures of categorical directed graphs for heterogeneous causal inference Show Chinese title

Title: 用于异质因果推断的贝叶斯非参数分类有向图混合模型

Federico Castelletti, Laura Ferrini

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

[3] arXiv:2409.00470 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Examining the robustness of a model selection procedure in the binary latent block model through a language placement test data set Show Chinese title

Title: 通过语言定位测试数据集检查二元潜在块模型中模型选择过程的稳健性

Vincent Brault, Frédérique Letué, Marie-José Martinez

Comments: 23 pages, 6 figures, 8 tables, soumission

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

[4] arXiv:2409.00679 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Exact Exploratory Bi-factor Analysis: A Constraint-based Optimisation Approach Show Chinese title

Title: 精确探索性双因素分析：一种基于约束的优化方法

Jiawei Qiao, Yunxiao Chen, Zhiliang Ying

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

[5] arXiv:2409.00817 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Structural adaptation via directional regularity: rate accelerated estimation in multivariate functional data Show Chinese title

Title: 通过方向规则性的结构适应：多元函数数据中的速率加速估计

Omar Kassi, Sunny G.W. Wang

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

[6] arXiv:2409.01017 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Linear spline index regression model: Interpretability, nonlinearity and dimension reduction Show Chinese title

Title: 线性样条指数回归模型：可解释性、非线性和降维

Lianqiang Qu, Long Lv, Meiling Hao, Liuquan Sun

Comments: 84 pages, 4 figures

Subjects: Methodology (stat.ME)

[7] arXiv:2409.01208 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Statistical Jump Model for Mixed-Type Data with Missing Data Imputation Show Chinese title

Title: 混合类型数据的统计跳跃模型用于缺失数据插补

Federico P. Cortese, Antonio Pievatolo

Comments: 25 pages, 5 figures, 9 tables

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

[8] arXiv:2409.01248 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Nonparametric Estimation of Path-specific Effects in Presence of Nonignorable Missing Covariates Show Chinese title

Title: 非参数估计在存在不可忽略缺失协变量情况下的路径特定效应

Jiawei Shan, Ting Wang, Wei Li, Chunrong Ai

Comments: 37 pages, 6 figures

Journal-ref: Scandinavian Journal of Statistics (2025)

Subjects: Methodology (stat.ME)

[9] arXiv:2409.01295 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Pearson's correlation under the scope: Assessment of the efficiency of Pearson's correlation to select predictor variables for linear models Show Chinese title

Title: 皮尔逊相关性在范围内的评估：皮尔逊相关性在选择线性模型预测变量中的效率评估

Mustafa Attallah

Comments: 8 Pages, 7 Figures, 2 Tables

Subjects: Methodology (stat.ME)

[10] arXiv:2409.01444 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions Show Chinese title

Title: 预测模型在病例组合变化下的性能因果观点：区分和校准对预后和诊断预测的响应不同

Wouter A.C. van Amsterdam

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

[11] arXiv:2409.01521 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Modelling Volatility of Spatio-temporal Integer-valued Data with Network Structure and Asymmetry Show Chinese title

Title: 具有网络结构和不对称性的时空整数值数据波动性建模

Yue Pan, Jiazhu Pan

Subjects: Methodology (stat.ME)

[12] arXiv:2409.01599 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Multivariate Inference of Network Moments by Subsampling Show Chinese title

Title: 通过抽样进行网络矩的多变量推断

Mingyu Qi, Tianxi Li, Wen Zhou

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

[13] arXiv:2409.01735 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Multi-objective Bayesian optimization for Likelihood-Free inference in sequential sampling models of decision making Show Chinese title

Title: 基于多目标贝叶斯优化的序贯抽样决策模型中无显式似然推理方法

David Chen, Xinwei Li, Eui-Jin Kim, Prateek Bansal, David Nott

Comments: 39 pages, 16 figures

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

[14] arXiv:2409.01794 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Estimating Joint interventional distributions from marginal interventional data Show Chinese title

Title: 从边缘干预数据估计联合干预分布

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekić, Atalanti Mastakouri

Comments: Duality Principles for Modern Machine Learning workshop at ICML 2023, 2nd and 3rd author equal contribution

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

[15] arXiv:2409.01874 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Partial membership models for soft clustering of multivariate football player performance data Show Chinese title

Title: 多变量足球运动员表现数据的软聚类部分成员模型

Emiliano Seri, Roberto Rocci, Thomas Brendan Murphy

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

[16] arXiv:2409.01908 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian CART models for aggregate claim modeling Show Chinese title

Title: 贝叶斯CART模型用于汇总索赔建模

Yaojun Zhang, Lanpeng Ji, Georgios Aivaliotis, Charles C. Taylor

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Statistical Finance (q-fin.ST) ; Applications (stat.AP) ; Machine Learning (stat.ML)

[17] arXiv:2409.01911 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Variable selection in convex nonparametric least squares via structured Lasso: An application to the Swedish electricity distribution networks Show Chinese title

Title: 通过结构化Lasso的凸非参数最小二乘变量选择：对瑞典电力配电网络的应用

Zhiqiang Liao

Subjects: Methodology (stat.ME) ; Econometrics (econ.EM)

[18] arXiv:2409.01926 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: $Q_B$ Optimal Two-Level Designs for the Baseline Parameterization Show Chinese title

Title: $Q_B$用于基线参数化的最优两水平设计

Xietao Zhou, Steven G. Gilmour

Subjects: Methodology (stat.ME)

[19] arXiv:2409.01943 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Spatially-dependent Indian Buffet Processes Show Chinese title

Title: 空间相关性印度咖啡馆过程

Shonosuke Sugasawa, Daichi Mochihashi

Comments: 32 pages

Subjects: Methodology (stat.ME)

[20] arXiv:2409.01983 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Formalizing the causal interpretation in accelerated failure time models with unmeasured heterogeneity Show Chinese title

Title: 在未测量异质性的加速失效时间模型中形式化因果解释

Mari Brathovde, Hein Putter, Morten Valberg, Richard A.J. Post

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

[21] arXiv:2409.02087 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Objective Weights for Scoring: The Automatic Democratic Method Show Chinese title

Title: 评分的客观权重：自动民主方法

Chris Tofallis

Comments: 16 pages

Journal-ref: Multiple Criteria Decision Making (17), 69-84 (2022)

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

[22] arXiv:2409.02204 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Moment-type estimators for a weighted exponential family Show Chinese title

Title: 矩类型估计量用于加权指数族

Roberto Vila, Helton Saulo

Comments: 15 pages, 2 figures

Subjects: Methodology (stat.ME)

[23] arXiv:2409.02209 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Estimand-based Inference in Presence of Long-Term Survivors Show Chinese title

Title: 基于估计量的长期幸存者存在下的推断

Yi-Cheng Tai, Weijing Wang, Martin T. Wells

Subjects: Methodology (stat.ME)

[24] arXiv:2409.02258 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Generalized implementation of invariant coordinate selection with positive semi-definite scatter matrices Show Chinese title

Title: 不变坐标选择的广义实现与半正定散度矩阵

Aurore Archimbaud

Subjects: Methodology (stat.ME)

[25] arXiv:2409.02269 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Simulation-calibration testing for inference in Lasso regressions Show Chinese title

Title: Lasso回归中的模拟校准检验

Matthieu Pluntz, Cyril Dalmasso, Pascale Tubert-Bitter, Ismail Ahmed

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

[26] arXiv:2409.02331 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A parameterization of anisotropic Gaussian fields with penalized complexity priors Show Chinese title

Title: 各向异性高斯场的参数化与惩罚复杂性先验

Liam Llamazares-Elias, Jonas Latz, Finn Lindgren

Subjects: Methodology (stat.ME)

[27] arXiv:2409.02372 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Principal Square Response Forward Regression Method for Dimension Reduction Show Chinese title

Title: 一种主平方响应前向回归降维方法

Zheng Li, Yunhao Wang, Wei Gao, Hon Keung Tony Ng

Subjects: Methodology (stat.ME)

[28] arXiv:2409.02397 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: High-dimensional Bayesian Model for Disease-Specific Gene Detection in Spatial Transcriptomics Show Chinese title

Title: 高维贝叶斯模型用于空间转录组学中的疾病特异性基因检测

Qicheng Zhao, Qihuang Zhang

Comments: 23 Pages

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

[29] arXiv:2409.02573 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Fitting an Equation to Data Impartially Show Chinese title

Title: 将方程公正地拟合到数据上

Chris Tofallis

Comments: 14 pages

Journal-ref: Mathematics, 11(18), 3957 (2023)

Subjects: Methodology (stat.ME) ; Econometrics (econ.EM) ; Statistics Theory (math.ST) ; Data Analysis, Statistics and Probability (physics.data-an) ; Statistical Finance (q-fin.ST)

[30] arXiv:2409.02705 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A family of toroidal diffusions with exact likelihood inference Show Chinese title

Title: 具有精确似然推断的环面扩散族

Eduardo García-Portugués, Michael Sørensen

Comments: 23 pages, 7 figures, 2 tables

Subjects: Methodology (stat.ME)

[31] arXiv:2409.02888 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Cost-Effectiveness Analysis for Disease Prevention -- A Case Study on Colorectal Cancer Screening Show Chinese title

Title: 疾病预防的成本效益分析 -- 结直肠癌筛查案例研究

Yi Xiong, Kwun C G Chan, Malka Gorfine, Li Hsu

Comments: 37 pages, 2 figures, 8 tables

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

[32] arXiv:2409.02942 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Categorical Data Analysis Show Chinese title

Title: 分类数据分析

Dandan Chen, Carolyn Anderson

Comments: preprint of an Elsevier book chapter, 11 pages

Subjects: Methodology (stat.ME)

[33] arXiv:2409.02950 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: On Inference of Weitzman Overlapping Coefficient in Two Weibull Distributions Show Chinese title

Title: 关于两个威布尔分布中Weitzman重叠系数的推断

Omar Eidous, Hala Maqableh

Comments: 13 pages

Subjects: Methodology (stat.ME)

[34] arXiv:2409.03069 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Discussion of "Data fission: splitting a single data point" Show Chinese title

Title: “数据裂变：拆分一个数据点”的讨论

Anna Neufeld, Ameer Dharamshi, Lucy L. Gao, Daniela Witten, Jacob Bien

Comments: 18 pages, 1 figure

Subjects: Methodology (stat.ME)

[35] arXiv:2409.03085 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Penalized Subgrouping of Heterogeneous Time Series Show Chinese title

Title: 异质时间序列的惩罚分组

Christopher M. Crawford, Jonathan J. Park, Sy-Miin Chow, Anja F. Ernst, Vladas Pipiras, Zachary F. Fisher

Subjects: Methodology (stat.ME)

[36] arXiv:2409.03126 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Co-Developing Causal Graphs with Domain Experts Guided by Weighted FDR-Adjusted p-values Show Chinese title

Title: 与领域专家共同开发由加权FDR调整p值引导的因果图

Eli Y. Kling

Comments: Presented at OR66 [The Operational Research Society annual conference 2024] (https://www.theorsociety.com/ORS/ORS/Events/2024/OR66/OR66.aspx?gad_source=1&gclid=Cj0KCQjwiuC2BhDSARIsALOVfBJpzIFWGHwigMMGK2R8R2ucyHU7Edu6FeM8QY-zs98QxlrxOUWpzXYaAvxBEALw_wcB)

Subjects: Methodology (stat.ME)

[37] arXiv:2409.03136 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A New Forward Discriminant Analysis Framework Based On Pillai's Trace and ULDA Show Chinese title

Title: 基于Pillai迹和ULDA的新前向判别分析框架

Siyu Wang, Kehui Yao

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

[38] arXiv:2409.03181 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Wrapped Gaussian Process Functional Regression Model for Batch Data on Riemannian Manifolds Show Chinese title

Title: 基于黎曼流形上的批数据的包装高斯过程函数回归模型

Jinzhao Liu, Chao Liu, Jian Qing Shi, Tom Nye

Subjects: Methodology (stat.ME)

[39] arXiv:2409.03292 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Directional data analysis using the spherical Cauchy and the Poisson kernel-based distribution Show Chinese title

Title: 基于球面柯西和泊松核的定向数据分析

Michail Tsagris, Panagiotis Papastamoulis, Shogo Kato

Journal-ref: Statistics and Computing 35, 51 (2025)

Subjects: Methodology (stat.ME)

[40] arXiv:2409.03296 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: An Efficient Two-Dimensional Functional Mixed-Effect Model Framework for Repeatedly Measured Functional Data Show Chinese title

Title: 用于重复测量功能数据的高效二维功能混合效应模型框架

Cheng Cao, Jiguo Cao, Hao Pan, Yunting Zhang, Fan Jiang, Xinyue Li

Comments: 50 pages, 8 figures in main, 6 figures in supp

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

[41] arXiv:2409.03502 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Testing Whether Reported Treatment Effects are Unduly Dependent on the Specific Outcome Measure Used Show Chinese title

Title: 测试报告的治疗效果是否过度依赖于使用的特定结果测量指标

Peter Halpin, Joshua Gilbert

Comments: 32 pages, 6 figures

Subjects: Methodology (stat.ME)

[42] arXiv:2409.03513 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bias correction of posterior means using MCMC outputs Show Chinese title

Title: 使用MCMC输出对后验均值进行偏差校正

Yukito Iba

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

[43] arXiv:2409.03572 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Extrinsic Principal Component Analysis Show Chinese title

Title: 外部主成分分析

Ka Chun Wong, Vic Patrangenaru, Robert L. Paige, Mihaela Pricop Jeckstadt

Subjects: Methodology (stat.ME)

[44] arXiv:2409.03575 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Detecting Spatial Dependence in Transcriptomics Data using Vectorised Persistence Diagrams Show Chinese title

Title: 使用向量化持久图检测转录组数据中的空间依赖性

Katharina Limbeck, Bastian Rieck

Subjects: Methodology (stat.ME) ; Computational Geometry (cs.CG)

[45] arXiv:2409.03805 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects Show Chinese title

Title: 人工智能项目中提高数据准备的探索性可视化分析

Mattias Tiger, Daniel Jakobsson, Anders Ynnerman, Fredrik Heintz, Daniel Jönsson

Subjects: Methodology (stat.ME) ; Artificial Intelligence (cs.AI)

[46] arXiv:2409.03962 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Average Causal Effect Estimation in DAGs with Hidden Variables: Beyond Back-Door and Front-Door Criteria Show Chinese title

Title: 具有隐藏变量的DAG中的平均因果效应估计：超越后门和前门准则

Anna Guo, Razieh Nabi

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

[47] arXiv:2409.04079 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Fitting the Discrete Swept Skeletal Representation to Slabular Objects Show Chinese title

Title: 将离散扫描骨骼表示拟合到板状物体

Mohsen Taheri, Stephen M. Pizer, Jörn Schulz

Subjects: Methodology (stat.ME)

[48] arXiv:2409.04126 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Incorporating external data for analyzing randomized clinical trials: A transfer learning approach Show Chinese title

Title: 将外部数据纳入随机临床试验分析：一种迁移学习方法

Yujia Gu, Hanzhong Liu, Wei Ma

Subjects: Methodology (stat.ME)

[49] arXiv:2409.04162 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Modelling multivariate spatio-temporal data with identifiable variational autoencoders Show Chinese title

Title: 用可识别变分自编码器对多变量时空数据进行建模

Mika Sipilä, Claudia Cappello, Sandra De Iaco, Klaus Nordhausen, Sara Taskinen

Journal-ref: Neural Networks 2025, 181, 106774

Subjects: Methodology (stat.ME)

[50] arXiv:2409.04256 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: The $\infty$-S test via regression quantile affine LASSO Show Chinese title

Title: 通过回归分位数仿射LASSO的$\infty$检验

Sylvain Sardy, Xiaoyu Ma, Hugo Gaible

Comments: 16 pages, 4 figures

Subjects: Methodology (stat.ME)