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Authors and titles for April 2017

[1] arXiv:1704.00023 [cn-pdf, pdf, other]

Title: On the Reliable Detection of Concept Drift from Streaming Unlabeled Data Show Chinese title

Title: 从流式未标记数据中可靠检测概念漂移

Tegjyot Singh Sethi, Mehmed Kantardzic

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

[2] arXiv:1704.00040 [cn-pdf, pdf, other]

Title: Robust Student's t based Stochastic Cubature Filter for Nonlinear Systems with Heavy-tailed Process and Measurement Noises Show Chinese title

Title: 具有重尾过程和测量噪声的非线性系统的鲁棒t分布随机容积滤波器

Yulong Huang, Yonggang Zhang

Comments: 9 pages, 2 figures

Subjects: Applications (stat.AP)

[3] arXiv:1704.00060 [cn-pdf, pdf, other]

Title: Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature Show Chinese title

Title: 利用梯度和海森矩阵在贝叶斯优化和贝叶斯求积中的应用

Anqi Wu, Mikio C. Aoi, Jonathan W. Pillow

Comments: 20 pages, 8 figures

Subjects: Machine Learning (stat.ML)

[4] arXiv:1704.00076 [cn-pdf, pdf, other]

Title: A multivariate variable selection approach for analyzing LC-MS metabolomics data Show Chinese title

Title: 多变量变量选择方法用于分析LC-MS代谢组学数据

M. Perrot-Dockès, C. Lévy-Leduc, J. Chiquet, L. Sansonnet, M. Brégère, M.-P. Étienne, S. Robin, G. Genta-Jouve

Subjects: Applications (stat.AP)

[5] arXiv:1704.00117 [cn-pdf, pdf, other]

Title: A Multi-Index Markov Chain Monte Carlo Method Show Chinese title

Title: 多指标马尔可夫链蒙特卡洛方法

Ajay Jasra, Kengo Kamatani, Kody Law, Yan Zhou

Subjects: Computation (stat.CO)

[6] arXiv:1704.00183 [cn-pdf, pdf, other]

Title: Model selection and model averaging in MACML-estimated MNP models Show Chinese title

Title: 模型选择与模型平均在MACML估计的MNP模型中

Manuel Batram, Dietmar Bauer

Comments: Presented at International Choice Modelling Conference (ICMC) 2017, Cape Town, South Africa

Subjects: Methodology (stat.ME)

[7] arXiv:1704.00197 [cn-pdf, pdf, other]

Title: iWinRNFL: A Simple, Interpretable & Well-Calibrated In-Game Win Probability Model for NFL Show Chinese title

Title: iWinRNFL：一种简单、可解释且校准良好的NFL比赛中的获胜概率模型

Konstantinos Pelechrinis

Comments: Working paper

Subjects: Applications (stat.AP)

[8] arXiv:1704.00211 [cn-pdf, pdf, other]

Title: Nonparametric causal effects based on incremental propensity score interventions Show Chinese title

Title: 基于增量倾向评分干预的非参数因果效应

Edward H. Kennedy

Subjects: Methodology (stat.ME)

[9] arXiv:1704.00224 [cn-pdf, pdf, other]

Title: A Time-Frequency Domain Approach of Heart Rate Estimation From Photoplethysmographic (PPG) Signal Show Chinese title

Title: 基于光电容积脉搏波（PPG）信号的心率估计算法的时间-频率域方法

Mohammad Tariqul Islam, Ishmam Zabir, Sk. Tanvir Ahamed, Md. Tahmid Yasar, Celia Shahnaz, Shaikh Anowarul Fattah

Comments: 14 pages, 10 figures, 2 tables

Subjects: Applications (stat.AP)

[10] arXiv:1704.00240 [cn-pdf, pdf, other]

Title: Crime Prediction by Data-Driven Green's Function method Show Chinese title

Title: 基于数据驱动的格林函数方法的犯罪预测

Mami Kajita, Seiji Kajita

Comments: 22 pages, 3 figure

Journal-ref: International Journal of Forecasting, 2019

Subjects: Applications (stat.AP) ; Computational Engineering, Finance, and Science (cs.CE) ; Physics and Society (physics.soc-ph)

[11] arXiv:1704.00247 [cn-pdf, pdf, other]

Title: Compressed Covariance Estimation With Automated Dimension Learning Show Chinese title

Title: 压缩协方差估计与自动维度学习

Gautam Sabnis, Debdeep Pati, Anirban Bhattacharya

Subjects: Methodology (stat.ME)

[12] arXiv:1704.00315 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Inference for the cross-covariance operator of stationary functional time series Show Chinese title

Title: 平稳函数时间序列的交叉协方差算子的推断

Gregory Rice, Marco Shum

Subjects: Statistics Theory (math.ST)

[13] arXiv:1704.00352 [cn-pdf, pdf, other]

Title: Simple Measures of Individual Cluster-Membership Certainty for Hard Partitional Clustering Show Chinese title

Title: 硬划分聚类中个体簇隶属度确定性的简单度量

Dongmeng Liu, Jinko Graham

Subjects: Applications (stat.AP)

[14] arXiv:1704.00387 [cn-pdf, pdf, other]

Title: Identifying networks with common organizational principles Show Chinese title

Title: 识别具有共同组织原则的网络

Anatol E. Wegner, Luis Ospina-Forero, Robert E. Gaunt, Charlotte M. Deane, Gesine Reinert

Comments: 26 pages, 7 figures

Subjects: Machine Learning (stat.ML) ; Social and Information Networks (cs.SI) ; Physics and Society (physics.soc-ph)

[15] arXiv:1704.00391 [cn-pdf, pdf, other]

Title: A two-stage working model strategy for network analysis under Hierarchical Exponential Random Graph Models Show Chinese title

Title: 基于分层指数随机图模型的网络分析两阶段工作模型策略

Ming Cao

Subjects: Methodology (stat.ME)

[16] arXiv:1704.00402 [cn-pdf, pdf, other]

Title: A Class of Temporal Hierarchical Exponential Random Graph Models for Longitudinal Network Data Show Chinese title

Title: 一类用于纵向网络数据的时间层次指数随机图模型

Ming Cao

Subjects: Methodology (stat.ME)

[17] arXiv:1704.00436 [cn-pdf, pdf, other]

Title: Sparse Bayesian learning with uncertainty models and multiple dictionaries Show Chinese title

Title: 带有不确定性模型和多个字典的稀疏贝叶斯学习

Santosh Nannuru, Kay L. Gemba, Peter Gerstoft, William S. Hodgkiss, Christoph Mecklenbräuker

Comments: 11 pages, 8 figures

Journal-ref: Elsevier Signal Processing, Volume 159, June 2019, Pages 159-170

Subjects: Applications (stat.AP) ; Information Theory (cs.IT)

[18] arXiv:1704.00520 [cn-pdf, pdf, other]

Title: Efficient acquisition rules for model-based approximate Bayesian computation Show Chinese title

Title: 基于模型的近似贝叶斯计算的有效获取规则

Marko Järvenpää, Michael U. Gutmann, Arijus Pleska, Aki Vehtari, Pekka Marttinen

Comments: 30 pages, 10 figures

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

[19] arXiv:1704.00522 [cn-pdf, pdf, other]

Title: Clustered multi-state models with observation-level random effects, mover-stayer effects and dynamic covariates: Modelling transition intensities and sojourn times in a study of psoriatic arthritis Show Chinese title

Title: 具有观察层面随机效应、迁移者-滞留者效应和动态协变量的聚类多状态模型：银屑病关节炎研究中的转移强度和逗留时间建模

Sean Yiu, Vernon T. Farewell, Brian D. M. Tom

Subjects: Applications (stat.AP)

[20] arXiv:1704.00530 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Admissibility of invariant tests for means with covariates Show Chinese title

Title: 带有协变量的均值检验的不变检验的可接受性

Ming-Tien Tsai

Journal-ref: Mathematical Methods of Statistics 2019, 28, 243-261

Subjects: Statistics Theory (math.ST)

[21] arXiv:1704.00541 [cn-pdf, pdf, other]

Title: Dictionary-based Tensor Canonical Polyadic Decomposition Show Chinese title

Title: 基于字典的张量典型多维数组分解

Jérémy E.Cohen, Nicolas Gillis

Journal-ref: IEEE Trans. on Signal Processing 66 (7), pp. 1876-1889, 2018

Subjects: Machine Learning (stat.ML)

[22] arXiv:1704.00543 [cn-pdf, pdf, other]

Title: Mixture Hidden Markov Models for Sequence Data: The seqHMM Package in R Show Chinese title

Title: 序列表数据的混合隐藏马尔可夫模型：R中的seqHMM包

Satu Helske, Jouni Helske

Comments: 33 pages, 8 figures

Journal-ref: Journal of Statistical Software, 88(3), 1 - 32 (2019)

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

[23] arXiv:1704.00566 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: A new scope of penalized empirical likelihood with high-dimensional estimating equations Show Chinese title

Title: 带有高维估计方程的惩罚经验似然的新范围

Jinyuan Chang, Cheng Yong Tang, Tong Tong Wu

Journal-ref: Annals of Statistics 2018, Vol. 46, No. 6B, 3185-3216

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

[24] arXiv:1704.00575 [cn-pdf, pdf, other]

Title: Sparse mean localization by information theory Show Chinese title

Title: 稀疏均值定位的信息论方法

Emiliano Diaz

Subjects: Applications (stat.AP) ; Information Theory (cs.IT)

[25] arXiv:1704.00583 [cn-pdf, pdf, other]

Title: A PageRank Model for Player Performance Assessment in Basketball, Soccer and Hockey Show Chinese title

Title: 篮球、足球和冰球运动员表现评估的PageRank模型

Shael Brown

Comments: 26 pages, 2 figures

Subjects: Applications (stat.AP)

[26] arXiv:1704.00587 [cn-pdf, pdf, other]

Title: Analysis, detection and correction of misspecified discrete time state space models Show Chinese title

Title: 分析、检测与修正误指的离散时间状态空间模型

Salima El Kolei (ENSAI), Frédéric Patras (JAD)

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

[27] arXiv:1704.00588 [cn-pdf, pdf, other]

Title: Causality and surrogate variable analysis Show Chinese title

Title: 因果关系与替代变量分析

Emiliano Diaz

Subjects: Applications (stat.AP)

[28] arXiv:1704.00607 [cn-pdf, pdf, other]

Title: A New Measure of Conditional Dependence Show Chinese title

Title: 一个新的条件依赖度量

Jalal Etesami, Kun Zhang, Negar Kiyavash

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

[29] arXiv:1704.00609 [cn-pdf, pdf, other]

Title: What is the best fractional derivative to fit data? Show Chinese title

Title: 什么样的分数阶导数最适合拟合数据？

Ricardo Almeida

Comments: This is a preprint of a paper whose final and definite form is with "Applicable Analysis and Discrete Mathematics"

Subjects: Other Statistics (stat.OT)

[30] arXiv:1704.00624 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes Show Chinese title

Title: 基于高斯过程的功能风险曲线的不确定性和敏感性分析

Bertrand Iooss (1,2,3), Loïc Le Gratiet (1) ((1) EDF R&D, (2) IMT, (3) GdR MASCOT-NUM)

Subjects: Statistics Theory (math.ST)

[31] arXiv:1704.00637 [cn-pdf, pdf, other]

Title: Semi-Supervised Generation with Cluster-aware Generative Models Show Chinese title

Title: 半监督聚类感知生成模型

Lars Maaløe, Marco Fraccaro, Ole Winther

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

[32] arXiv:1704.00642 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Local nearest neighbour classification with applications to semi-supervised learning Show Chinese title

Title: 局部最近邻分类及其在半监督学习中的应用

Timothy I. Cannings, Thomas B. Berrett, Richard J. Samworth

Comments: 60 pages

Subjects: Statistics Theory (math.ST) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Methodology (stat.ME)

[33] arXiv:1704.00665 [cn-pdf, pdf, other]

Title: Investigating consumers' store-choice behavior via hierarchical variable selection Show Chinese title

Title: 通过层次变量选择研究消费者门店选择行为

Toshiki Sato, Yuichi Takano, Takanobu Nakahara

Subjects: Applications (stat.AP)

[34] arXiv:1704.00666 [cn-pdf, pdf, other]

Title: Asymptotic causal inference with observational studies trimmed by the estimated propensity scores Show Chinese title

Title: 基于观测研究且根据估计的倾向得分修剪的渐近因果推断

Shu Yang, Peng Ding

Comments: 21 pages, 1 figures and 3 tables

Subjects: Methodology (stat.ME)

[35] arXiv:1704.00674 [cn-pdf, pdf, other]

Title: Nonparametric estimation of the conditional distribution at regression boundary points Show Chinese title

Title: 非参数回归边界点处条件分布的估计

Srinjoy Das, Dimitris N. Politis

Subjects: Other Statistics (stat.OT)

[36] arXiv:1704.00767 [cn-pdf, pdf, other]

Title: Geometric Insights into Support Vector Machine Behavior using the KKT Conditions Show Chinese title

Title: 基于KKT条件的支撑向量机行为几何洞察

Iain Carmichael, J.S. Marron

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

[37] arXiv:1704.00773 [cn-pdf, pdf, other]

Title: A comparative study of counterfactual estimators Show Chinese title

Title: 因果反事实估计量的对比研究

Thomas Nedelec, Nicolas Le Roux, Vianney Perchet

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

[38] arXiv:1704.00794 [cn-pdf, pdf, other]

Title: Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data Show Chinese title

Title: 带有缺失数据的多变量时间序列的时间序列聚类核用于学习相似性

Karl Øyvind Mikalsen, Filippo Maria Bianchi, Cristina Soguero-Ruiz, Robert Jenssen

Comments: 23 pages, 6 figures

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

[39] arXiv:1704.00823 [cn-pdf, pdf, other]

Title: A Hierarchical Bayesian Model of Pitch Framing Show Chinese title

Title: 一个关于投球手 framing 的分层贝叶斯模型

Sameer K. Deshpande, Abraham J. Wyner

Journal-ref: Journal of Quantitative Analysis in Sports. 13(3): 95--112. (2017)

Subjects: Applications (stat.AP)

[40] arXiv:1704.00829 [cn-pdf, pdf, other]

Title: Online deforestation detection Show Chinese title

Title: 在线森林砍伐检测

Emiliano Diaz

Subjects: Applications (stat.AP) ; Computer Vision and Pattern Recognition (cs.CV)

[41] arXiv:1704.00835 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Near-Optimality of Linear Recovery from Indirect Observations Show Chinese title

Title: 从间接观测中进行线性恢复的近似最优性

Anatoli Juditsky, Arkadi Nemirovski

Subjects: Statistics Theory (math.ST)

[42] arXiv:1704.00850 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Estimating the spectral gap of a trace-class Markov operator Show Chinese title

Title: 估计迹类马尔可夫算子的谱隙

Qian Qin, James P. Hobert, Kshitij Khare

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

[43] arXiv:1704.00946 [cn-pdf, pdf, other]

Title: Approximation results regarding the multiple-output mixture of linear experts model Show Chinese title

Title: 关于多重输出线性专家混合模型的逼近结果

Hien D. Nguyen, Faicel Chamroukhi, Florence Forbes

Subjects: Methodology (stat.ME)

[44] arXiv:1704.00953 [cn-pdf, pdf, other]

Title: Stress Testing German Industry Sectors: Results from a Vine Copula Based Quantile Regression Show Chinese title

Title: 基于藤 copula 的分位数回归的德国行业部门压力测试：结果

Matthias Fischer, Daniel Kraus, Marius Pfeuffer, Claudia Czado

Comments: 12 pages

Subjects: Applications (stat.AP)

[45] arXiv:1704.00959 [cn-pdf, pdf, other]

Title: Using clustering of rankings to explain brand preferences with personality and socio-demographic variables Show Chinese title

Title: 使用排名聚类来解释品牌偏好与人格和人口统计变量之间的关系

Daniel Müllensiefen, Christian Hennig, Hedie Howells

Comments: 26 pages, 12 figures

Subjects: Applications (stat.AP)

[46] arXiv:1704.00963 [cn-pdf, pdf, other]

Title: Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations Show Chinese title

Title: 利用虚拟导数符号观测修正贝叶斯优化中的边界过探索缺陷

Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier González, Michael Riis Andersen

Comments: 6 pages, 7 figures

Journal-ref: 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)

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

[47] arXiv:1704.01055 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: One-step Local M-estimator for Integrated Jump-Diffusion Models Show Chinese title

Title: 一步局部M估计器用于集成跳跃扩散模型

Yuping Song, Hanchao Wang

Comments: There are some lackness for simulation study and empirical analysis, some error correction to be done for the detailed proof

Subjects: Statistics Theory (math.ST)

[48] arXiv:1704.01066 [cn-pdf, pdf, other]

Title: Tests for qualitative features in the random coefficients model Show Chinese title

Title: 随机系数模型中的定性特征检验

Fabian Dunker, Konstantin Eckle, Katharina Proksch, Johannes Schmidt-Hieber

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

[49] arXiv:1704.01168 [cn-pdf, pdf, other]

Title: Learning Approximately Objective Priors Show Chinese title

Title: 学习近似客观先验

Eric Nalisnick, Padhraic Smyth

Comments: UAI 2017

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

[50] arXiv:1704.01171 [cn-pdf, pdf, other]

Title: Rethinking probabilistic prediction in the wake of the 2016 U.S. presidential election Show Chinese title

Title: 重新思考2016年美国总统大选后的概率预测

Harry Crane, Ryan Martin

Comments: 19 pages; 2 figures

Subjects: Other Statistics (stat.OT) ; Statistics Theory (math.ST)