统计学学术速递[2021.5.3]

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stat统计学，共计44篇

【1】 Exact Detection Thresholds for Chatterjee's Correlation

标题：Chatterjee关联的精确检测阈值

作者：Arnab Auddy,Nabarun Deb,Sagnik Nandy

机构：Columbia University, Amsterdam Avenue, New York, NY , e-mail: aa,columbia. edu, University of Pennsylvania, Wharton Academic Research Building, Philadelphia, PA , Recently, Chatterjee (,)introduced a new rank-based correlation coefficient

备注：48 pages

链接：https://arxiv.org/abs/2104.15140

【2】 Spiked Singular Values and Vectors under Extreme Aspect Ratios

标题：极端长宽比下的尖峰奇异值和向量

作者：Michael J. Feldman

链接：https://arxiv.org/abs/2104.15127

【3】 Models Based on Exponential Interarrival Times for Single-Unusual-Event Count Data

标题：基于指数到达间隔时间的单异常事件计数数据模型

作者：Wanrudee Skulpakdee,Mongkol Hunkrajok

备注：22 pages, 5 figures

链接：https://arxiv.org/abs/2104.15087

【4】 Dose Finding Studies for Therapies with Late-Onset Toxicities: A Comparison Study of Designs

标题：迟发性毒性治疗的剂量发现研究：一项设计的比较研究

作者：Helen Barnett,Oliver Boix,Dimintris Kontos,Thomas Jaki

备注：34 Pages, 5 Figures, 6 Tables

链接：https://arxiv.org/abs/2104.15086

【5】 Ranking the information content of distance measures

标题：距离度量的信息量排序

作者：Aldo Glielmo,Claudio Zeni,Bingqing Cheng,Gabor Csanyi,Alessandro Laio

机构：International School for Advanced Studies ( SISSA), Via Bonomea , Trieste, Italy, J. J. Thomson Avenue, Cambridge, CB, OFD, United Kingdom, Engineering Laboratory, University of Cambridge, Trumpington St, Cambridge CB,PZ, United Kingdom

链接：https://arxiv.org/abs/2104.15079

【6】 Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling

标题：基于门控递归单元和汤普森抽样的动态板材推荐

作者：Simen Eide,David S. Leslie,Arnoldo Frigessi

备注：The code and the data used in the article are available in the following repository: this https URL

链接：https://arxiv.org/abs/2104.15046

【7】 Inference and model determination for Temperature-Driven non-linear Ecological Models

标题：温度驱动的非线性生态模型的推断和模型确定

作者：Marios Kondakis,Nikolaos Demiris,Ioannis Ntzoufras,Nikos E. Papanikolaou

机构：Athens University of Economics and Business, Athens, Greece., Agricultural University of Athens, Athens, Greece., Greek Ministry of Rural Development and Food, Athens, Greece.

备注：48 pages, 9 figures

链接：https://arxiv.org/abs/2104.15043

【8】 Efficient Multiple Testing Adjustment for Hierarchical Inference

标题：一种有效的分层推理多测试调整方法

作者：Claude Renaux,Peter Bühlmann

机构：Seminar for Statistics, ETH Zurich, Summary

链接：https://arxiv.org/abs/2104.15028

【9】 Emulating computationally expensive dynamical simulators using Gaussian processes

标题：使用高斯过程仿真计算量大的动态模拟器

作者：Hossein Mohammadi,Peter Challenor,Marc Goodfellow

机构：College of Engineering, Mathematics and Physical Sciences, University of Exeter, UK

链接：https://arxiv.org/abs/2104.14987

【10】 Linear Convergence of the Subspace Constrained Mean Shift Algorithm: From Euclidean to Directional Data

标题：子空间约束均值漂移算法的线性收敛性：从欧几里得到定向数据

作者：Yikun Zhang,Yen-Chi Chen

备注：75 pages, 9 figures

链接：https://arxiv.org/abs/2104.14977

【11】 Continuous normalizing flows on manifolds

标题：流形上的连续正规化流

作者：Luca Falorsi

备注：Master Thesis

链接：https://arxiv.org/abs/2104.14959

【12】 Assessment of the influence of features on a classification problem: an application to COVID-19 patients

标题：评估特征对分类问题的影响：在冠状病毒患者中的应用

作者：L. Davila-Pena,Ignacio García-Jurado,B. Casas-Méndez

链接：https://arxiv.org/abs/2104.14958

【13】 A Riemannian Newton Trust-Region Method for Fitting Gaussian Mixture Models

标题：拟合高斯混合模型的黎曼牛顿信赖域方法

作者：Lena Sembach,Jan Pablo Burgard,Volker H. Schulz

备注：30 pages

链接：https://arxiv.org/abs/2104.14957

【14】 Network Recovery from Unlabeled Noisy Samples

标题：基于无标记噪声样本的网络恢复

作者：Nathaniel Josephs,Wenrui Li,Eric D. Kolaczyk

链接：https://arxiv.org/abs/2104.14952

【15】 On In-network learning. A Comparative Study with Federated and Split Learning

标题：关于网络学习。联合学习与分裂学习的比较研究

作者：Matei Moldoveanu,Abdellatif Zaidi

机构：Universite Paris-Est, Champs-sur-Marne , France, Mathematical and Algorithmic Sciences Lab., Paris Research Center, Huawei France

备注：Submitted to the 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), special session on Machine learning at the Edge

链接：https://arxiv.org/abs/2104.14929

【16】 A Comparison of Model-Free Phase I Dose Escalation Designs for Dual-Agent Combination Therapies

标题：双剂联合治疗无模型I期剂量递增设计的比较

作者：Helen Yvette Barnett,Matthew George,Donia Skanji,Gaelle Saint-Hilary,Thomas Jaki,Pavel Mozgunov

备注：29 pages, 6 Figures, 2 Tables

链接：https://arxiv.org/abs/2104.14923

【17】 Calibration of wind speed ensemble forecasts for power generation

标题：发电用风速集合预报的校准

作者：Sándor Baran,Ágnes Baran

备注：14 pages, 4 figures

链接：https://arxiv.org/abs/2104.14910

【18】 Joint Linear Trend Recovery Using L1 Regularization

标题：基于L1正则化的联合线性趋势恢复

作者：Xiaoli Gao,Ejaz Ahmed

链接：https://arxiv.org/abs/2104.14827

【19】 Interpretability of Epidemiological Models : The Curse of Non-Identifiability

标题：流行病学模型的可解释性：不可识别性的诅咒

作者：Ayush Deva,Siddhant Shingi,Avtansh Tiwari,Nayana Bannur,Sansiddh Jain,Jerome White,Alpan Raval,Srujana Merugu

机构：Wadhwani Institute for Artificial Intelligence

备注：8 pages

链接：https://arxiv.org/abs/2104.14821

【20】 Does Covid-19 Mass Testing Work? The Importance of Accounting for the Epidemic Dynamics

标题：冠状病毒大规模检测有效吗？浅谈疫情动态核算的重要性

作者：Davide Ferrari,Steven Stillman,Mirco Tonin

链接：https://arxiv.org/abs/2104.14813

【21】 Estimating the Efficiency Gain of Covariate-Adjusted Analyses in Future Clinical Trials Using External Data

标题：利用外部数据估计未来临床试验中协变量调整分析的效率增益

作者：Xiudi Li,Sijia Li,Alex Luedtke

链接：https://arxiv.org/abs/2104.14752

【22】 Automatic Debiased Machine Learning via Neural Nets for Generalized Linear Regression

标题：广义线性回归的神经网络自动无偏机器学习

作者：Victor Chernozhukov,Whitney K. Newey,Victor Quintas-Martinez,Vasilis Syrgkanis

机构：MIT, Microsoft Research

备注：arXiv admin note: text overlap with arXiv:1809.05224

链接：https://arxiv.org/abs/2104.14737

【23】 Bayesian Information Criterion for Linear Mixed-effects Models

标题：线性混合效应模型的贝叶斯信息准则

作者：Nan Shen,Bárbara González

机构：a Northern Illinois University, Lincoln Hwy, DeKalb, IL

链接：https://arxiv.org/abs/2104.14725

【24】 Adaptive Realized Hyperbolic GARCH Process: Stability and Estimation

标题：自适应实现的双曲GARCH过程的稳定性和估计

作者：El Hadji Mamadou Sall,El Hadji Deme,Abdou Kâ Diongue

链接：https://arxiv.org/abs/2104.14714

【25】 Epistemic confidence, the Dutch Book and relevant subsets

标题：认知置信度、荷兰书及其相关子集

作者：Yudi Pawitan,Hangbin Lee,Youngjo Lee

机构：Karolinska Institutet, Sweden, and, Seoul National University, South Korea

链接：https://arxiv.org/abs/2104.14712

【26】 The potential stickiness of pandemic-induced behavior changes in the United States

标题：美国大流行引起的行为改变的潜在粘性

作者：Deborah Salon,Matthew Wigginton Conway,Denise Capasso da Silva,Rishabh Singh Chauhan,Sybil Derrible,Kouros Mohammadian,Sara Khoeini,Nathan Parker,Laura Mirtich,Ali Shamshiripour,Ehsan Rahimi,Ram Pendyala

备注：6 pages and 2 figures in main text; 22 pages in supplementary materials

链接：https://arxiv.org/abs/2104.14708

【27】 Dynamic Gene Coexpression Analysis with Correlation Modeling

标题：基于相关建模的动态基因共表达分析

作者：Tae Hyun Kim,Dan Nicolae

机构：University of Chicago

链接：https://arxiv.org/abs/2104.14695

【28】 Gaussian Universal Likelihood Ratio Testing

标题：高斯通用似然比检验

作者：Robin Dunn,Aaditya Ramdas,Sivaraman Balakrishnan,Larry Wasserman

备注：46 pages, 11 figures

链接：https://arxiv.org/abs/2104.14676

【29】 A Randomized Missing Data Approach to Robust Filtering and Forecasting

标题：一种随机缺失数据稳健滤波和预测方法

作者：Dobrislav Dobrev,Derek Hansen,Pawel Szerszen

备注：34 pages; 6 figures; 3 tables. Submitted to the Journal of the American Statistical Association

链接：https://arxiv.org/abs/2104.14664

【30】 Nonparametric tests of independence for circular data based on trigonometric moments

标题：基于三角矩的圆形数据独立性的非参数检验

作者：Eduardo García-Portugués,Pierre Lafaye de Micheaux,Simos G. Meintanis,Thomas Verdebout

备注：15 pages, 2 figures, 1 table. Supplementary material: 11 pages, 3 figures, 1 table

链接：https://arxiv.org/abs/2104.14620

【31】 Querying multiple sets of $p$-values through composed hypothesis testing

标题：通过复合假设检验查询多组$p$-值

作者：Tristan Mary-Huard,Sarmistha Das,Indranil Mukhopadhyay,Stéphane Robin

链接：https://arxiv.org/abs/2104.14601

【32】 MuyGPs: Scalable Gaussian Process Hyperparameter Estimation Using Local Cross-Validation

标题：MuyGP：基于局部交叉验证的可伸缩高斯过程超参数估计

作者：Amanda Muyskens,Benjamin Priest,Imène Goumiri,Michael Schneider

机构：SCHNEIDERT

备注：15 pages, 5 figures

链接：https://arxiv.org/abs/2104.14581

【33】 Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses

标题：非欧氏损失下低秩张量分解的随机镜像下降

作者：Wenqiang Pu,Shahana Ibrahim,Xiao Fu,Mingyi Hong

备注：Submitted to Transaction on Signal Processing

链接：https://arxiv.org/abs/2104.14562

【34】 Technical Reports Compilation: Detecting the Fire Drill anti-pattern using Source Code

标题：技术报告编写：使用源代码检测消防演习反模式

作者：Sebastian Hönel

链接：https://arxiv.org/abs/2104.15090

【35】 Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense

标题：图神经网络上的黑盒梯度攻击：基于图的攻防的更深层次洞察

作者：Haoxi Zhan,Xiaobing Pei

链接：https://arxiv.org/abs/2104.15061

【36】 Degenerate Gaussian factors for probabilistic inference

标题：概率推理的简并高斯因子

作者：J. C. Schoeman,C. E. van Daalen,J. A. du Preez

备注：Preprint submitted to International Journal of Approximate Reasoning

链接：https://arxiv.org/abs/2104.15010

【37】 PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback

标题：伪：基于位置敏感散列和相关反馈的多变量时间序列交互模式搜索

作者：Yuncong Yu,Dylan Kruyff,Tim Becker,Michael Behrisch

备注：11 pages including 2 pages for references, 10 figures including 1 teaser figure, sumbitted to IEEE VIS 2021, gitlab repository this https URL

链接：https://arxiv.org/abs/2104.14962

【38】 Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

标题：时空交通数据填充的低阶自回归张量补全

作者：Xinyu Chen,Mengying Lei,Nicolas Saunier,Lijun Sun

链接：https://arxiv.org/abs/2104.14936

【39】 Maximum likelihood estimation for stochastic differential equations driven by a mixed fractional Brownian motion with random effects

标题：具有随机效应的混合分数布朗运动驱动的随机微分方程的极大似然估计

作者：B. L. S. Prakasa Rao

备注：arXiv admin note: substantial text overlap with arXiv:1902.08375, arXiv:2103.05264

链接：https://arxiv.org/abs/2104.14888

【40】 Active WeaSuL: Improving Weak Supervision with Active Learning

标题：主动WeaSuL：用主动学习改善薄弱监督

作者：Samantha Biegel,Rafah El-Khatib,Luiz Otavio Vilas Boas Oliveira,Max Baak,Nanne Aben

机构： ING Wholesale Banking Advanced Analytics, Amsterdam, The Netherlands, University of Amsterdam, Amsterdam, The Netherlands, Feebris, London, United Kingdom

备注：Accepted to the ICLR 2021 Workshop on Weakly Supervised Learning

链接：https://arxiv.org/abs/2104.14847

【41】 A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS)

标题：一种用户引导的生命科学应用集成特征选择贝叶斯框架(UBayFS)

作者：Anna Jenul,Stefan Schrunner,Jürgen Pilz,Oliver Tomic

机构：Jurgen Pilz, Norwegian University of Life Sciences Norwegian University of Life Sciences University of Klagenfurt, As, Norway, Klagenfurt, Austria, juergen. pilzQaau. at, oliver. tomicOnmbu. no

链接：https://arxiv.org/abs/2104.14787

【42】 Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing

标题：序贯量子假设检验的最优自适应策略

作者：Yonglong Li,Vincent Y. F. Tan,Marco Tomamichel

备注：31 pages, 4 figures

链接：https://arxiv.org/abs/2104.14706

【43】 Analytical bounds on the local Lipschitz constants of ReLU networks

标题：RELU网络局部Lipschitz常数的解析界

作者：Trevor Avant,Kristi A. Morgansen

备注：11 pages, 8 figures

链接：https://arxiv.org/abs/2104.14672

【44】 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements