第八届全国高校研究生统计论坛将于2022年11月13日在中国人民大学召开。本届论坛征集到论文共计177篇，内容涵盖经济社会统计、数理统计、风险管理与精算、生物统计与流行病学、数据科学与大数据五个方向。评审委员会专家经匿名评阅共评选出45篇入选论文，并从中择优评选出10篇“十佳论文”。现将全部入选论文公告如下（排名不分先后）：
“十佳论文”
A High-Frequency Approach to VaR Measures and Forecasts Based on the HAR-QREG Model with Jumps
中国家庭消费不平等：程度测度、形成机制及政策启示
基于Knockoff的分位数回归变量选择方法及其投资组合决策应用
Asymmetric Contagion Effects of Jump Risk in Chinese Stock Market: Monetary Policy Transmission Matters
Multivariate Functional Data Clustering Using Adaptive Density Peak Detection
Balancing covariates in multi-arm trials via adaptive randomization
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness
基于非凸融合惩罚的聚类联邦学习
Hypotheses testing of functional principal components
Robust Simplex-based Multinomial Logistic Regression
入选论文
经济社会统计方向
互联网消费价值测度研究—基于居民时间利用的视角
服从广义误差分布TVTP-MS-AR模型的参数估计-以重大突发事件股市流动性风险研究为例
中国家庭消费不平等：程度测度、形成机制及政策启示
基于Knockoff的分位数回归变量选择方法及其投资组合决策应用
Asymmetric Contagion Effects of Jump Risk in Chinese Stock Market: Monetary Policy Transmission Matters
基于函数型logistic模型的企业财务困境预警研究
技术进步抑或能源替代：总体国家安全观下如何降低石油依赖？
空气污染如何影响入境游客跨地区流动？
经济政策不确定性对低碳行业和传统行业的影响研究——基于混频抽样模型
中国股市成交量与波动率动态关系的实证研究：基于MS-VAR模型
考虑子系统联动性的耦合效应量化方法
数理统计方向
Physical parameter calibration
Construction of Two-level Component Orthogonal Arrays
Calibration estimator for a sensitive variable using dual auxiliary information under measurement errors
Estimating Conditional Average Treatment Effects with Heteroscedasticity by Model Averaging and Matching
Rank-based max-sum tests for mutual independence of high-dimensional random vectors
Inference for dependent error functional data: covariance function
Nonparametric Conditional Graphical Model for Functional Data
Testing conditional quantile independence with functional covariate
Inference for dependent error functional data with application to event related potentials
Hypotheses testing of functional principal components
Robust Simplex-based Multinomial Logistic Regression
风险管理与精算方向
The asymmetric impact of abnormal temperature on the Chinese disaggregated sectoral stock markets: Evidence from panel quantiles analysis
基于R-vinepula的深证300指数的上证180指数的信用风险相依结构建模
基于lCARE模型的我国股市动态尾部风险度量研究
A High-Frequency Approach to VaR Measures and Forecasts Based on the HAR-QREG Model with Jumps
生物统计与流行病学方向
Controlled variable selection via data splitting in microbiome compositional data analysis
Development and Evaluation of a New Predictive Nomogram for Predicting Risk Correlators to Daily Living Disability among Chinese elders
Matrix-variate generalized linear model with measurement error
Multivariate Functional Data Clustering Using Adaptive Density Peak Detection
矩阵值fMRI数据的聚类分析及异质性图模型的恢复(Simultaneous Cluster Structure Learning and Estimation of Heterogeneous Graphs for Matrix-variate fMRI Data)
我国甲乙传染病的空间变化特征及社会传播因素分析
The mediating effects of depression, anxiety, and rapid eye movement sleep behavior disorder on the association between dopaminergic replacement therapy and impulse control disorders in Parkinson’s disease
Spatial and temporal effects of social and environmental factors on bacterial dysentery: a data study based on Mainland China
Multi-class Classification of Alzheimer’s Disease Using XGBoost-SHAP-based Interpretable Framework
Balancing covariates in multi-arm trials via adaptive randomization
数据科学与大数据方向
使用混合Laplace构建深度特征空间并用于图像分类
基于张量自回归补全的时间序列预测研究
函数型时间序列的自适应分类预测方法及其在高频数据中的应用
Fast approximation of the Shapley values based on order-of-addition experimental designs
Heterogeneous Graphical Model for Non-Negative and Non-Gaussian PM2.5 Data
Updatable Inverse Probability Weighting Estimation in Generalized Linear Models with Missing Response
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness
基于非凸融合惩罚的聚类联邦学习
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