Methodology

Authors and titles for April 2023

[51] arXiv:2304.03933 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Efficient Multimodal Sampling via Tempered Distribution Flow Show Chinese title

Title: 通过温度分布流的高效多模态采样

Yixuan Qiu, Xiao Wang

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

[52] arXiv:2304.04043 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Statistical and computational rates in high rank tensor estimation Show Chinese title

Title: 高阶张量估计中的统计和计算速率

Chanwoo Lee, Miaoyan Wang

Comments: 38 pages, 8 figures

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

[53] arXiv:2304.04124 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Nonparametric Confidence Intervals for Generalized Lorenz Curve using Modified Empirical Likelihood Show Chinese title

Title: 非参数置信区间用于广义洛伦兹曲线的修改经验似然

Suthakaran Ratnasingam, Spencer Wallace, Imran Amani, Jade Romero

Comments: 17 pages

Journal-ref: Computational Statistics (2023)

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

[54] arXiv:2304.04170 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Asymptotic expansion for batched bandits Show Chinese title

Title: 批量老虎机的渐近展开

Yechan Park, Nakahiro Yoshida

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

[55] arXiv:2304.04221 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Maximum Agreement Linear Predictors Show Chinese title

Title: 最大一致线性预测器

Taeho Kim, Pierre Chausse, Matteo Bottai, Gheorghe Doros, Mihai Giurcanu, George Luta, Edsel A. Pena

Subjects: Methodology (stat.ME)

[56] arXiv:2304.04359 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Privacy-preserving Inference of Group Mean Difference in Zero-inflated Right Skewed Data with Partitioning and Censoring Show Chinese title

Title: 具有分块和删失的零膨胀右偏数据中群体均值差异的隐私保护推理

Fang Liu, Ruyu Zhou, Yiming Paul Li, James Honaker, Milan Shen

Subjects: Methodology (stat.ME)

[57] arXiv:2304.04372 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Symmetric positive semi-definite Fourier estimator of instantaneous variance-covariance matrix Show Chinese title

Title: 对称半正定的瞬时方差-协方差矩阵的傅里叶估计量

Jirô Akahori, Nien-Lin Liu, Maria Elvira Mancino, Tommaso Mariotti, Yukie Yasuda

Subjects: Methodology (stat.ME) ; Statistical Finance (q-fin.ST)

[58] arXiv:2304.04374 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Partial Identification of Causal Effects Using Proxy Variables Show Chinese title

Title: 使用代理变量的部分因果效应识别

AmirEmad Ghassami, Ilya Shpitser, Eric Tchetgen Tchetgen

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

[59] arXiv:2304.04519 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: On new omnibus tests of uniformity on the hypersphere Show Chinese title

Title: 关于超球面上均匀性的新型综合检验

Alberto Fernández-de-Marcos, Eduardo García-Portugués

Comments: 17 pages, 3 figures, 5 tables. Supplementary material: 16 pages, 3 figures, 4 tables

Journal-ref: Test, 32(4):1508-1529, 2023

Subjects: Methodology (stat.ME)

[60] arXiv:2304.04644 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Non-asymptotic inference for multivariate change point detection Show Chinese title

Title: 非渐近多变量变化点检测

Ian Barnett

Comments: 22 pages, 3 figures, 1 table

Subjects: Methodology (stat.ME)

[61] arXiv:2304.04652 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Framework for Understanding Selection Bias in Real-World Healthcare Data Show Chinese title

Title: 一种理解现实世界医疗数据中选择偏差的框架

Ritoban Kundu, Xu Shi, Jean Morrison, Jessica Barrett, Bhramar Mukherjee

Subjects: Methodology (stat.ME)

[62] arXiv:2304.04692 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Scalable Randomized Kernel Methods for Multiview Data Integration and Prediction Show Chinese title

Title: 可扩展的随机核方法用于多视角数据整合与预测

Sandra E. Safo, Han Lu

Comments: 24 pages, 5 figures, 4 tables

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

[63] arXiv:2304.04712 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Testing for linearity in scalar-on-function regression with responses missing at random Show Chinese title

Title: 标量对函数回归中的线性检验，响应值随机缺失

Manuel Febrero-Bande, Pedro Galeano, Eduardo García-Portugués, Wenceslao González-Manteiga

Comments: 21 pages, 6 figures, 4 tables

Journal-ref: Computational Statistics, 2024

Subjects: Methodology (stat.ME)

[64] arXiv:2304.04868 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Correcting for bias due to mismeasured exposure in mediation analysis with a survival outcome Show Chinese title

Title: 校正生存结局中介分析中测量误差导致的偏差

Chao Cheng, Donna Spiegelman, Fan Li

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

[65] arXiv:2304.04904 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Targeted Maximum Likelihood Based Estimation for Longitudinal Mediation Analysis Show Chinese title

Title: 基于目标最大似然的纵向中介分析估计方法

Zeyi Wang, Lars van der Laan, Maya Petersen, Thomas Gerds, Kajsa Kvist, Mark van der Laan

Subjects: Methodology (stat.ME)

[66] arXiv:2304.05053 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Density Estimation on the Binary Hypercube using Transformed Fourier-Walsh Diagonalizations Show Chinese title

Title: 基于变换傅里叶-沃尔什对角化的二进制超立方体密度估计

Arthur C. Campello

Comments: 9 pages, 1 table

Subjects: Methodology (stat.ME)

[67] arXiv:2304.05189 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Individualized Conformal Show Chinese title

Title: 个性化共形

Fernando Delbianco, Fernando Tohmé

Comments: 17 pages, 7 tables, 7 figures

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

[68] arXiv:2304.05323 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: A nonparametric framework for treatment effect modifier discovery in high dimensions Show Chinese title

Title: 高维数据中处理效应修饰因子发现的非参数框架

Philippe Boileau, Ning Leng, Nima S. Hejazi, Mark van der Laan, Sandrine Dudoit

Subjects: Methodology (stat.ME)

[69] arXiv:2304.05367 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Ensemble methods for solving problems of medical diagnosis Show Chinese title

Title: 用于解决医学诊断问题的集成方法

Anastasia Grigoreva, Andrey Trufanov, Stanislav Grigorev

Comments: 4 pages, 1 figure, 4 tables

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

[70] arXiv:2304.05583 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Estimating Marginal Treatment Effect in Cluster Randomized Trials with Multi-level Missing Outcomes Show Chinese title

Title: 在多级缺失结果的集群随机试验中估计边缘处理效应

Chia-Rui Chang, Rui Wang

Subjects: Methodology (stat.ME)

[71] arXiv:2304.05636 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Testing Sufficiency for Transfer Learning Show Chinese title

Title: 测试迁移学习的充分性

Ziqian Lin, Yuan Gao, Feifei Wang, Hansheng Wang

Subjects: Methodology (stat.ME)

[72] arXiv:2304.05976 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bayesian Causal Inference in Doubly Gaussian DAG-probit Models Show Chinese title

Title: 双重高斯DAG-probit模型中的贝叶斯因果推断

Rasool Tahmasbi, Keyvan Tahmasbi

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

[73] arXiv:2304.06110 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Time-varying STARMA models by wavelets Show Chinese title

Title: 小波时变STARMA模型

Yangyang Chen, Pedro Alberto Morettin, Chang Chiann

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

[74] arXiv:2304.06158 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision Show Chinese title

Title: 后选择推断用于共形预测：权衡覆盖范围与精度

Siddhaarth Sarkar, Arun Kumar Kuchibhotla

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

[75] arXiv:2304.06159 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Probability-Based Estimation Show Chinese title

Title: 基于概率的估计

Jobst Heitzig

Comments: 5 pages

Subjects: Methodology (stat.ME)

[76] arXiv:2304.06201 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction Show Chinese title

Title: 无切片逆回归在高维充分降维中的应用

Qing Mai, Xiaofeng Shao, Runmin Wang, Xin Zhang

Subjects: Methodology (stat.ME)

[77] arXiv:2304.06231 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis with Limited Computational Resources Show Chinese title

Title: 子抽样和刀切法：在计算资源有限的情况下进行大数据分析的实用解决方案

Shuyuan Wu, Xuening Zhu, Hansheng Wang

Subjects: Methodology (stat.ME)

[78] arXiv:2304.06585 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Adaptive Testing for Alphas in High-dimensional Factor Pricing Models Show Chinese title

Title: 高维因子定价模型中的阿尔法自适应检验

Qiang Xia, Xianyang Zhang

Subjects: Methodology (stat.ME)

[79] arXiv:2304.06601 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: U-Statistics Based Jackknife Empirical Likelihood Tests for the Generalized Lorenz Curves Show Chinese title

Title: 基于U统计量的刀切经验似然检验用于广义洛伦兹曲线

Suthakaran Ratnasingam, Anton Butenko

Comments: 26 pages

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

[80] arXiv:2304.06900 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Subsampling-Based Modified Bayesian Information Criterion for Large-Scale Stochastic Block Models Show Chinese title

Title: 基于子采样的大规模随机块模型修正贝叶斯信息准则

Jiayi Deng, Danyang Huang, Xiangyu Chang, Bo Zhang

Subjects: Methodology (stat.ME)

[81] arXiv:2304.06916 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A Non-homogeneous Count Process: Marginalizing a Poisson Driven Cox Process Show Chinese title

Title: 一个非齐次计数过程：对泊松驱动的考克斯过程进行边缘化

Shuying Wang, Stephen G. Walker

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

[82] arXiv:2304.06950 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Efficient Estimation in Extreme Value Regression Models of Hedge Fund Tail Risks Show Chinese title

Title: 极端值回归模型中对冲基金尾部风险的高效估计

Julien Hambuckers, Marie Kratz, Antoine Usseglio-Carleve

Subjects: Methodology (stat.ME) ; Statistical Finance (q-fin.ST)

[83] arXiv:2304.06960 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Estimating Conditional Average Treatment Effects with Heteroscedasticity by Model Averaging and Matching Show Chinese title

Title: 通过模型平均和匹配估计具有异方差性的条件平均处理效应

Pengfei Shi, Xinyu Zhang, Wei Zhong

Journal-ref: Economics Letters, 2024, 238: 111679

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

[84] arXiv:2304.07003 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series Show Chinese title

Title: 高维函数时间序列中的结构突变检测与估计

Degui Li, Runze Li, Han Lin Shang

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

[85] arXiv:2304.07034 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Recursive Neyman Algorithm for Optimum Sample Allocation under Box Constraints on Sample Sizes in Strata Show Chinese title

Title: 分层抽样中具有箱约束的最优样本分配的递归奈曼算法

Jacek Wesołowski, Robert Wieczorkowski, Wojciech Wójciak

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

[86] arXiv:2304.07096 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Scalable Variational Bayes Inference for Dynamic Variable Selection Show Chinese title

Title: 动态变量选择的可扩展变分贝叶斯推断

Nicolas Bianco, Mauro Bernardi, Daniele Bianchi

Subjects: Methodology (stat.ME)

[87] arXiv:2304.07113 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Causal inference with a functional outcome Show Chinese title

Title: 具有功能结果的因果推断

Kreske Ecker, Xavier de Luna, Lina Schelin

Comments: 31 pages, 9 figures

Journal-ref: Journal of the Royal Statistical Society Series C: Applied Statistics, 2023

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

[88] arXiv:2304.07263 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: On the Generic Cut--Point Detection Procedure in the Binomial Group Testing Show Chinese title

Title: 二项式组检测中的通用切割点检测过程

Ugnė Čižikovienė, Viktor Skorniakov

Subjects: Methodology (stat.ME) ; Optimization and Control (math.OC)

[89] arXiv:2304.07265 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Weighted quantile estimators Show Chinese title

Title: 加权分位数估计量

Andrey Akinshin

Comments: 28 pages, 13 figures, the paper source code is available at https://github.com/AndreyAkinshin/paper-wqe

Subjects: Methodology (stat.ME)

[90] arXiv:2304.07312 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Stochastic Actor Oriented Model with Random Effects Show Chinese title

Title: 随机效应的随机导向模型

Giacomo Ceoldo, Tom A.B. Snijders, Ernst C. Wit

Subjects: Methodology (stat.ME)

[91] arXiv:2304.07385 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Simulations for estimation of heterogeneity variance and overall effect with constant and inverse-variance weights in meta-analysis of difference in standardized means (DSM) Show Chinese title

Title: 元分析中差异标准化均值（DSM）的异质性方差和总体效应估计的模拟，使用常数和逆方差权重

Elena Kulinskaya, David C. Hoaglin

Comments: 380 pages; 360 figures

Subjects: Methodology (stat.ME)

[92] arXiv:2304.07451 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Multivariate regression modeling in integrative analysis via sparse regularization Show Chinese title

Title: 整合分析中的多变量回归建模通过稀疏正则化

Shuichi Kawano, Toshikazu Fukushima, Junichi Nakagawa, Mamoru Oshiki

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

[93] arXiv:2304.07546 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Tests for ultrahigh-dimensional partially linear regression models Show Chinese title

Title: 超高维部分线性回归模型的检验

Hongwei Shi, Bowen Sun, Weichao Yang, Xu Guo

Subjects: Methodology (stat.ME)

[94] arXiv:2304.07610 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: A tutorial on the Bayesian statistical approach to inverse problems Show Chinese title

Title: 贝叶斯统计方法在反问题中的教程

Faaiq G. Waqar, Swati Patel, Cory M. Simon

Comments: v0.0

Journal-ref: APL Machine Learning. 1, 041101 (2023)

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

[95] arXiv:2304.07661 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Optimal Sampling for Estimation of Fractional Brownian Motion Show Chinese title

Title: 分数布朗运动的最优采样

Xiang Cui, Alexandra Chronopoulou

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

[96] arXiv:2304.07726 (cross-list from stat.ME) [cn-pdf, pdf, html, other]

Title: Bayesian Causal Synthesis for Meta-Inference on Heterogeneous Treatment Effects Show Chinese title

Title: 贝叶斯因果综合用于异质处理效应的元推断

Shonosuke Sugasawa, Kosaku Takanashi, Kenichiro McAlinn, Edoardo M. Airoldi

Comments: 30 pages (Main document) + 14 pages (Supplement)

Subjects: Methodology (stat.ME)

[97] arXiv:2304.07894 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Convolution of Scale Invariant Continuous Ranked Probability Scores for Testing Experts' Statistical Accuracy Show Chinese title

Title: 尺度不变连续排名概率分数的卷积用于测试专家的统计准确性

Tina Nane, Roger Cooke

Subjects: Methodology (stat.ME)

[98] arXiv:2304.07897 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Bayesian Unit-level Models for Longitudinal Survey Data under Informative Sampling: An Analysis of Expected Job Loss Using the Household Pulse Survey Show Chinese title

Title: 基于信息抽样下的纵向调查数据的贝叶斯单元水平模型：使用家庭脉搏调查分析预期失业情况

Daniel Vedensky, Paul A. Parker, Scott H. Holan

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

[99] arXiv:2304.07949 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Metrics for Bayesian Optimal Experiment Design under Model Misspecification Show Chinese title

Title: 模型误指情况下的贝叶斯最优实验设计度量

Tommie A. Catanach, Niladri Das

Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Systems and Control (eess.SY) ; Machine Learning (stat.ML)

[100] arXiv:2304.08020 (cross-list from stat.ME) [cn-pdf, pdf, other]

Title: Sparse Positive-Definite Estimation for Covariance Matrices with Repeated Measurements Show Chinese title

Title: 重复测量协方差矩阵的稀疏正定估计

Sunpeng Duan, Guo Yu, Juntao Duan, Yuedong Wang

Subjects: Methodology (stat.ME)