Statistics

Authors and titles for July 2024

[1] arXiv:2407.00139 [cn-pdf, pdf, html, other]

Title: A Calibrated Sensitivity Analysis for Weighted Causal Decompositions Show Chinese title

Title: 加权因果分解的校准敏感性分析

Andy A. Shen, Elina Visoki, Ran Barzilay, Samuel D. Pimentel

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

[2] arXiv:2407.00240 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Exact mean and covariance formulas after diagonal transformations of a multivariate normal Show Chinese title

Title: 精确均值和协方差公式在多元正态分布的对角变换后的表达形式

Rebecca Morrison, Estelle Basor

Comments: 21 pages

Subjects: Statistics Theory (math.ST)

[3] arXiv:2407.00292 [cn-pdf, pdf, html, other]

Title: Interpret the estimand framework from a causal inference perspective Show Chinese title

Title: 从因果推断的角度解释估计量框架

Jinghong Zeng

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

[4] arXiv:2407.00364 [cn-pdf, pdf, other]

Title: Medical Knowledge Integration into Reinforcement Learning Algorithms for Dynamic Treatment Regimes Show Chinese title

Title: 将医学知识整合到动态治疗方案的强化学习算法中

Sophia Yazzourh, Nicolas Savy, Philippe Saint-Pierre, Michael R. Kosorok

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

[5] arXiv:2407.00381 [cn-pdf, pdf, html, other]

Title: Climate change analysis from LRD manifold functional regression Show Chinese title

Title: 基于LRD流形函数回归的气候变化分析

Diana P. Ovalle-Muñoz, M. Dolores Ruiz-Medina

Subjects: Methodology (stat.ME)

[6] arXiv:2407.00561 [cn-pdf, pdf, html, other]

Title: Advancing Information Integration through Empirical Likelihood: Selective Reviews and a New Idea Show Chinese title

Title: 通过经验似然推进信息集成：选择性综述与新思路

Chixiang Chen, Jia Liang, Elynn Chen, Ming Wang

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

[7] arXiv:2407.00564 [cn-pdf, pdf, html, other]

Title: Variational Nonparametric Inference in Functional Stochastic Block Model Show Chinese title

Title: 变分非参数推理在函数随机块模型中的应用

Zuofeng Shang, Peijun Sang, Yang Feng, Chong Jin

Subjects: Methodology (stat.ME)

[8] arXiv:2407.00644 [cn-pdf, pdf, html, other]

Title: Clusterpath Gaussian Graphical Modeling Show Chinese title

Title: 聚类路径高斯图模型

D. J. W. Touw, A. Alfons, P. J. F. Groenen, I. Wilms

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

[9] arXiv:2407.00649 [cn-pdf, pdf, html, other]

Title: Particle Semi-Implicit Variational Inference Show Chinese title

Title: 粒子半隐式变分推理

Jen Ning Lim, Adam M. Johansen

Comments: NeurIPS 2024 Camera ready

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

[10] arXiv:2407.00650 [cn-pdf, pdf, html, other]

Title: Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation Show Chinese title

Title: 基于聚合和变换的多元概率预报的适当评分规则

Romain Pic, Clément Dombry, Philippe Naveau, Maxime Taillardat

Comments: for associated code, see https://github.com/pic-romain/aggregation-transformation

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

[11] arXiv:2407.00655 [cn-pdf, pdf, html, other]

Title: Markov Switching Multiple-equation Tensor Regressions Show Chinese title

Title: 马尔可夫切换多方程张量回归

Roberto Casarin, Radu Craiu, Qing Wang

Subjects: Methodology (stat.ME)

[12] arXiv:2407.00709 [cn-pdf, pdf, html, other]

Title: Comparative Effectiveness Research with Average Hazard for Censored Time-to-Event Outcomes: A Numerical Study Show Chinese title

Title: 比较效果研究中用于删失时间至事件结果的平均风险：一项数值研究

Hong Xiong, Jean Connors, Deb Schrag, Hajime Uno

Subjects: Applications (stat.AP)

[13] arXiv:2407.00712 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Geometric and Harmonic Aging Intensity function and a Reliability Perspective Show Chinese title

Title: 几何与调和老化强度函数及可靠性视角

Subarna Bhattacharjee, Ananda Sen, Sabana Anwar, Aninda Kumar Nanda

Comments: 22 pages, 3 figures

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

[14] arXiv:2407.00716 [cn-pdf, pdf, other]

Title: On a General Theoretical Framework of Reliability Show Chinese title

Title: 关于可靠性的一般理论框架

Yang Liu, Jolynn Pek, Alberto Maydeu-Olivares

Subjects: Methodology (stat.ME)

[15] arXiv:2407.00730 [cn-pdf, pdf, html, other]

Title: D-CDLF: Decomposition of Common and Distinctive Latent Factors for Multi-view High-dimensional Data Show Chinese title

Title: D-CDLF: 多视图高维数据的公共和独特潜在因子分解

Hai Shu

Comments: This revision updates only Paragraph 1 of Section 2.1 and Remark 2 of Section 3.2 from version 1

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

[16] arXiv:2407.00791 [cn-pdf, pdf, html, other]

Title: inlabru: software for fitting latent Gaussian models with non-linear predictors Show Chinese title

Title: inlabru：用于拟合带有非线性预测器的潜高斯模型的软件

Finn Lindgren, Fabian Bachl, Janine Illian, Man Ho Suen, Håvard Rue, Andrew E. Seaton

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

[17] arXiv:2407.00797 [cn-pdf, pdf, html, other]

Title: A placement-value based approach to concave ROC analysis Show Chinese title

Title: 基于放置值的凹ROC分析方法

Soutik Ghosal, Zhen Chen

Comments: 18 pages, 6 figures, 2 tables

Subjects: Methodology (stat.ME)

[18] arXiv:2407.00846 [cn-pdf, pdf, html, other]

Title: Estimating treatment effects from observational data under truncation by death using survival-incorporated quantiles Show Chinese title

Title: 使用生存纳入分位数从死亡截断的观察数据中估计治疗效果

Qingyan Xiang, Paola Sebastiani, Thomas Perls, Stacy L. Andersen, Svetlana Ukraintseva, Mikael Thinggaard, Judith J. Lok

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

[19] arXiv:2407.00859 [cn-pdf, pdf, html, other]

Title: Statistical inference for partially shape-constrained function-on-scalar linear regression models Show Chinese title

Title: 部分形状约束函数-标量线性回归模型的统计推断

Kyunghee Han, Yeonjoo Park, Soo-Young Kim

Comments: 25 pages, 6 figures

Subjects: Methodology (stat.ME)

[20] arXiv:2407.00882 [cn-pdf, pdf, html, other]

Title: Subgroup Identification with Latent Factor Structure Show Chinese title

Title: 具有潜在因子结构的亚组识别

Yong He, Dong Liu, Fuxin Wang, Mingjuan Zhang, Wen-Xin Zhou

Subjects: Methodology (stat.ME)

[21] arXiv:2407.00953 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Estimation for the damping factor of the driving process of an SPDE in two space dimensions Show Chinese title

Title: 二维空间中SPDE驱动过程的阻尼因子估计

Yozo Tonaki, Yusuke Kaino, Masayuki Uchida

Subjects: Statistics Theory (math.ST)

[22] arXiv:2407.01015 [cn-pdf, pdf, html, other]

Title: Bayesian Entropy Neural Networks for Physics-Aware Prediction Show Chinese title

Title: 基于贝叶斯熵神经网络的物理感知预测

Rahul Rathnakumar, Jiayu Huang, Hao Yan, Yongming Liu

Comments: 15 pages

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

[23] arXiv:2407.01036 [cn-pdf, pdf, html, other]

Title: Ranking by Lifts: A Cost-Benefit Approach to Large-Scale A/B Tests Show Chinese title

Title: 按提升排名：大规模A/B测试的成本效益方法

Pallavi Basu, Ron Berman

Comments: Updated

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

[24] arXiv:2407.01040 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: QBIC of SEM for diffusion processes from discrete observations Show Chinese title

Title: 基于离散观测的扩散过程的SEM QBIC

Shogo Kusano, Masayuki Uchida

Comments: 26pages, 4figures. arXiv admin note: text overlap with arXiv:2402.08959

Subjects: Statistics Theory (math.ST)

[25] arXiv:2407.01055 [cn-pdf, pdf, html, other]

Title: Exact statistical analysis for response-adaptive clinical trials: A general and computationally tractable approach Show Chinese title

Title: 响应适应性临床试验的精确统计分析：一种通用且计算可行的方法

Stef Baas, Peter Jacko, Sofía S. Villar

Comments: 39 pages, 6 figures, 11 tables

Subjects: Methodology (stat.ME)