Methodology

Authors and titles for April 2023

[1] arXiv:2304.00059 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Resolving power: A general approach to compare the distinguishing ability of threshold-free evaluation metrics Show Chinese title

Title: 分辨能力：一种比较无阈值评估指标区分能力的通用方法

Colin S. Beam

Comments: 23 pages, 9 figures, 3 tables

Journal-ref: Machine Learning, 114(1), 9 (2025)

Subjects: Methodology (stat.ME)

[2] arXiv:2304.00074 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian Clustering via Fusing of Localized Densities Show Chinese title

Title: 基于融合局部密度的贝叶斯聚类

Alexander Dombowsky, David B. Dunson

Subjects: Methodology (stat.ME)

[3] arXiv:2304.00117 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Improving efficiency in transporting average treatment effects Show Chinese title

Title: 提高运输平均处理效应的效率

Kara E. Rudolph, Nicholas T. Williams, Elizabeth A. Stuart, Ivan Diaz

Subjects: Methodology (stat.ME)

[4] arXiv:2304.00143 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Variable selection in balance regression with applications to microbiome compositional data Show Chinese title

Title: 平衡回归中的变量选择及其在微生物组组成数据中的应用

Jing Ma, Paizhe Xie, Kristyn Pantoja, David E. Jones

Comments: 34 pages, 13 figures, 1 table

Subjects: Methodology (stat.ME)

[5] arXiv:2304.00231 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Using Overlap Weights to Address Extreme Propensity Scores in Estimating Restricted Mean Counterfactual Survival Times Show Chinese title

Title: 使用重叠权重来解决估计限制均值反事实生存时间中的极端倾向得分

Zhiqiang Cao, Lama Ghazi, Claudia Mastrogiacomo, Laura Forastiere, F. Perry Wilson, Fan Li

Subjects: Methodology (stat.ME)

[6] arXiv:2304.00423 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Geometric constraints improve inference of sparsely observed stochastic dynamics Show Chinese title

Title: 几何约束改善稀疏观测随机动力学的推断

Dimitra Maoutsa

Comments: 8+9 pages; 4 figures ; Accepted to ICLR 2023 workshop on Physics for Machine Learning. An earlier account of this work has been previously appeared in arXiv:2301.08102

Subjects: Methodology (stat.ME) ; Statistical Mechanics (cond-mat.stat-mech) ; Machine Learning (cs.LG) ; Dynamical Systems (math.DS) ; Data Analysis, Statistics and Probability (physics.data-an)

[7] arXiv:2304.00513 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: TSCI: two stage curvature identification for causal inference with invalid instruments Show Chinese title

Title: TSCI：具有无效工具变量的因果推断的两阶段曲率识别

David Carl, Corinne Emmenegger, Peter Bühlmann, Zijian Guo

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

[8] arXiv:2304.00537 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Copula-Based Density Estimation Models for Multivariate Zero-Inflated Continuous Data Show Chinese title

Title: 基于Copula的多变量零膨胀连续数据密度估计模型

Keita Hamamoto

Comments: 14 pages, 1 figure. This work has been submitted to the IEEE for possible publication

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

[9] arXiv:2304.00542 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Multiresolution Approximation of a Bayesian Inverse Problem using Second-Generation Wavelets Show Chinese title

Title: 基于第二代小波的贝叶斯反问题多分辨率逼近

Navid Shervani-Tabar

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

[10] arXiv:2304.00552 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Reply to Discussions of "Multivariate Dynamic Modeling for Bayesian Forecasting of Business Revenue" Show Chinese title

Title: 对“多元动态建模在贝叶斯业务收入预测中的应用”的讨论作出回应

Anna K. Yanchenko, Graham Tierney, Joseph Lawson, Christoph Hellmayr, Andrew Cron, Mike West

Comments: Original paper published at https://doi.org/10.1002/asmb.2704

Subjects: Methodology (stat.ME)

[11] arXiv:2304.00617 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Multivariate probability distribution for categorical and ordinal random variables Show Chinese title

Title: 多变量概率分布用于类别和有序随机变量

Takashi Arai

Comments: 26 pages, 2 figures

Subjects: Methodology (stat.ME) ; Data Analysis, Statistics and Probability (physics.data-an)

[12] arXiv:2304.00874 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A mixture transition distribution modeling for higher-order circular Markov processes Show Chinese title

Title: 高阶圆Markov过程的混合转移分布建模

Hiroaki Ogata, Takayuki Shiohama

Subjects: Methodology (stat.ME)

[13] arXiv:2304.01025 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Artificial neural networks and time series of counts: A class of nonlinear INGARCH models Show Chinese title

Title: 人工神经网络和计数时间序列：一类非线性 INGARCH 模型

Malte Jahn

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

[14] arXiv:2304.01098 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: The synthetic instrument: From sparse association to sparse causation Show Chinese title

Title: 合成仪器：从稀疏关联到稀疏因果关系

Dingke Tang, Dehan Kong, Linbo Wang

Subjects: Methodology (stat.ME)

[15] arXiv:2304.01316 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Matched Machine Learning: A Generalized Framework for Treatment Effect Inference With Learned Metrics Show Chinese title

Title: 匹配机器学习：一种用于处理效应推断的通用框架与学习度量

Marco Morucci, Cynthia Rudin, Alexander Volfovsky

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

[16] arXiv:2304.01363 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Sufficient and Necessary Conditions for the Identifiability of DINA Models with Polytomous Responses Show Chinese title

Title: DINA模型与多项反应的可识别性的充分必要条件

Mengqi Lin, Gongjun Xu

Journal-ref: Psychometrika 89 (2024) 717-740

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

[17] arXiv:2304.01392 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Connecting Simple and Precise P-values to Complex and Ambiguous Realities Show Chinese title

Title: 将简单且精确的P值与复杂且模糊的现实相连接

Sander Greenland

Comments: 26 pages. Appears with comments in Scandinavian Journal of Statistics 2023, issue 3. Main article: Greenland, S. (2023). Divergence vs. decision P-values: A distinction worth making in theory and keeping in practice. Scandinavian Journal of Statistics, 50, 1-35, corrected version at arXiv:2301.02478

Journal-ref: Scandinavian Journal of Statistics, 50, 899-914 (2023)

Subjects: Methodology (stat.ME) ; Quantitative Methods (q-bio.QM)

[18] arXiv:2304.01558 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A nonlinearity and model specification test for functional time series Show Chinese title

Title: 非线性与模型设定检验对于函数时间序列

Xin Huang, Han Lin Shang, Tak Kuen Siu

Comments: 35 pages, 3 figures

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

[19] arXiv:2304.01599 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Sampling from the surface of a curved torus: A new genesis Show Chinese title

Title: 从弯曲环面的表面进行采样：一种新的起源

Buddhananda Banerjee, Surojit Biswas

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

[20] arXiv:2304.01849 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Semiparametric efficient estimation of genetic relatedness with machine learning methods Show Chinese title

Title: 半参数高效估计遗传相关性与机器学习方法

Xu Guo, Yiyuan Qian, Hongwei Shi, Weichao Yang, Niwen Zhou

Comments: 46pages,9 tables, 1 figure

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

[21] arXiv:2304.01862 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: The insertion method to invert the signature of a path Show Chinese title

Title: 路径签名的反转插入方法

Adeline Fermanian, Jiawei Chang, Terry Lyons, Gérard Biau

Subjects: Methodology (stat.ME)

[22] arXiv:2304.01912 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bayesian Meta-Analysis of Penetrance for Cancer Risk Show Chinese title

Title: 癌症风险易感性贝叶斯元分析

Thanthirige Lakshika M. Ruberu, Danielle Braun, Giovanni Parmigiani, Swati Biswas

Comments: 37 pages, correction of typo

Subjects: Methodology (stat.ME)

[23] arXiv:2304.01944 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Statistical Approach to Ecological Modeling by a New Similarity Index Show Chinese title

Title: 一种基于新相似性指数的统计生态建模方法

Srijan Chattopadhyay, Swapnaneel Bhattacharyya

Subjects: Methodology (stat.ME)

[24] arXiv:2304.01953 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Graphical Models of Entangled Missingness Show Chinese title

Title: 纠缠缺失的图模型

Ranjani Srinivasan, Rohit Bhattacharya, Razieh Nabi, Elizabeth L. Ogburn, Ilya Shpitser

Subjects: Methodology (stat.ME)

[25] arXiv:2304.01956 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Random graphical model of microbiome interactions in related environments Show Chinese title

Title: 相关环境中的微生物组相互作用的随机图模型

Veronica Vinciotti, Ernst Wit, Francisco Richter

Subjects: Methodology (stat.ME)

[26] arXiv:2304.02025 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Estimating Global Identifiability Using Conditional Mutual Information in a Bayesian Framework Show Chinese title

Title: 在贝叶斯框架中使用条件互信息估计全局可辨识性

Sahil Bhola, Karthik Duraisamy

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

[27] arXiv:2304.02127 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Bayesian Collocation Integral Method for Parameter Estimation in Ordinary Differential Equations Show Chinese title

Title: 基于贝叶斯配点积分方法的常微分方程参数估计

Mingwei Xu, Samuel W.K. Wong, Peijun Sang

Subjects: Methodology (stat.ME)

[28] arXiv:2304.02269 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Distributed Logistic Regression for Massive Data with Rare Events Show Chinese title

Title: 大规模数据中罕见事件的分布式逻辑回归

Xuetong Li, Xuening Zhu, Hansheng Wang

Subjects: Methodology (stat.ME)

[29] arXiv:2304.02270 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Verifiable identification condition for nonignorable nonresponse data with categorical instrumental variables Show Chinese title

Title: 可验证的不可忽略无应答数据的识别条件与分类工具变量

Kenji Beppu, Kosuke Morikawa

Subjects: Methodology (stat.ME)

[30] arXiv:2304.02339 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Combining experimental and observational data through a power likelihood Show Chinese title

Title: 通过功率似然结合实验和观测数据

Xi Lin, Jens Magelund Tarp, Robin J. Evans

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

[31] arXiv:2304.02402 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Wasserstein Principal Component Analysis for Circular Measures Show Chinese title

Title: Wasserstein 主成分分析用于圆形测度

Mario Beraha, Matteo Pegoraro

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

[32] arXiv:2304.02421 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Time-varying $β$-model for dynamic directed networks Show Chinese title

Title: 时变$β$模型用于动态有向网络

Yuqing Du, Lianqiang Qu, Ting Yan, Yuan Zhang

Journal-ref: Scandinavian Journal of Statistics, 2023

Subjects: Methodology (stat.ME)

[33] arXiv:2304.02476 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Class of Models for Large Zero-inflated Spatial Data Show Chinese title

Title: 一类用于大量零值空间数据的模型

Ben Seiyon Lee, Murali Haran

Subjects: Methodology (stat.ME)

[34] arXiv:2304.02493 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Distance maps between Japanese kanji characters based on hierarchical optimal transport Show Chinese title

Title: 基于分层最优传输的日文汉字字符之间的距离图

Dominic Schuhmacher

Comments: 24 pages, 5 figures

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

[35] arXiv:2304.02563 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: The transcoding sampler for stick-breaking inferences on Dirichlet process mixtures Show Chinese title

Title: 狄利克雷过程混合的棒分解推断的转换采样器

Carlo Vicentini

Comments: Some sections have been moved to the Appendix, and Appendix A has been updated with a more relevant example

Subjects: Methodology (stat.ME)

[36] arXiv:2304.02651 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Generalized functional linear regression models with a mixture of complex function-valued and scalar-valued covariates prone to measurement error Show Chinese title

Title: 具有混合复杂函数值和标量值协变量的广义功能线性回归模型，这些协变量容易受到测量误差的影响

Yuanyuan Luan, Roger S. Zoh, Sneha Jadhav, Lan Xue, Carmen D. Tekwe

Subjects: Methodology (stat.ME)

[37] arXiv:2304.02683 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Causal inference is not just a statistics problem Show Chinese title

Title: 因果推断不仅仅是一个统计问题

Lucy D'Agostino McGowan, Travis Gerke, Malcolm Barrett

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

[38] arXiv:2304.02851 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: N$_c$-mixture occupancy model Show Chinese title

Title: N$_c$-混合占用模型

Huu-Dinh Huynh, Wen-Han Hwang

Comments: 18 pages, 4 figures

Subjects: Methodology (stat.ME)

[39] arXiv:2304.02954 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bivariate copula regression models for semi-competing risks Show Chinese title

Title: 双变量Copula回归模型用于半竞争风险

Yinghui Wei, Malgorzata Wojtys, Lexy Sorrell, Peter Rowe

Subjects: Methodology (stat.ME)

[40] arXiv:2304.02979 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Latent Position Network Models Show Chinese title

Title: 潜在位置网络模型

Hardeep Kaur, Riccardo Rastelli, Nial Friel, Adrian E. Raftery

Comments: 26 pages, 4 figures

Subjects: Methodology (stat.ME)

[41] arXiv:2304.03035 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Optimal allocation strategies in platform trials Show Chinese title

Title: 平台试验中的最优分配策略

Marta Bofill Roig, Ekkehard Glimm, Tobias Mielke, Martin Posch

Journal-ref: Statistical Methods in Medical Research, 2024

Subjects: Methodology (stat.ME)

[42] arXiv:2304.03069 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Adaptive Student's t-distribution with method of moments moving estimator for nonstationary time series Show Chinese title

Title: 具有动窗矩估计方法的自适应Student's t分布用于非平稳时间序列

Jarek Duda

Comments: 7 pages, 10 figures

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

[43] arXiv:2304.03247 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A Bayesian Framework for Causal Analysis of Recurrent Events with Timing Misalignment Show Chinese title

Title: 用于存在时间错位的重复事件因果分析的贝叶斯框架

Arman Oganisian, Anthony Girard, Jon A. Steingrimsson, Patience Moyo

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

[44] arXiv:2304.03331 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Socio-Demographic Latent Space Approach to Spatial Data When Geography is Important but Not All-Important Show Chinese title

Title: 一种社会人口学潜在空间方法用于空间数据，当地理因素重要但并非全部重要时

Saikat Nandy, Scott H. Holan, Michael Schweinberger

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

[45] arXiv:2304.03380 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Marginal Models: an Overview Show Chinese title

Title: 边缘模型：概述

Tamas Rudas, Wicher Bergsma

Subjects: Methodology (stat.ME)

[46] arXiv:2304.03396 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Cox model inference for relative hazard and pure risk from stratified weight-calibrated case-cohort data Show Chinese title

Title: Cox模型推断来自分层加权校准病例对照数据的相对危险和纯风险

Lola Etievant, Mitchell H. Gail

Subjects: Methodology (stat.ME)

[47] arXiv:2304.03476 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Generalizing the intention-to-treat effect of an active control against placebo from historical placebo-controlled trials to an active-controlled trial: A case study of the efficacy of daily oral TDF/FTC in the HPTN 084 study Show Chinese title

Title: 从历史安慰剂对照试验中主动对照药物与安慰剂的意向治疗效应推广到主动对照试验：HPTN 084研究中每日口服TDF/FTC疗效的案例研究

Qijia He, Fei Gao, Oliver Dukes, Sinead Delany-Moretlwe, Bo Zhang

Subjects: Methodology (stat.ME)

[48] arXiv:2304.03809 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Estimating Shapley Effects in Big-Data Emulation and Regression Settings using Bayesian Additive Regression Trees Show Chinese title

Title: 使用贝叶斯加法回归树在大数据模拟和回归设置中估计Shapley效应

Akira Horiguchi, Matthew T. Pratola

Comments: 32 pages, 11 figures, 2 tables

Subjects: Methodology (stat.ME)

[49] arXiv:2304.03853 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: StepMix: A Python Package for Pseudo-Likelihood Estimation of Generalized Mixture Models with External Variables Show Chinese title

Title: StepMix：一个用于具有外部变量的广义混合模型的伪似然估计的 Python 包

Sacha Morin, Robin Legault, Félix Laliberté, Zsuzsa Bakk, Charles-Édouard Giguère, Roxane de la Sablonnière, Éric Lacourse

Comments: Sacha Morin and Robin Legault contributed equally

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

[50] arXiv:2304.03901 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Small area estimation for composite indicators: the case of multidimensional poverty incidence Show Chinese title

Title: 小区域复合指标估计：多维贫困发生率的案例

Alejandra Arias-Salazar, Andrés Gutiérrez, Xavier Mancero, Stalyn Guerrero-Gómez, Natalia Rojas-Perilla, Hanwen Zhang

Comments: 24 pages, 9 figures

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