Chenlei Leng

1. High-dimensional Ordinary Least-squares Projection for Screening Variables
   2015/06/05 by Xiangyu Wang, Wang, Xiangyu, Chenlei Leng +1 · 4 citations
   Chemistry · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Spectroscopy and Chemometric Analyses #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Bayesian Adaptive Lasso
   2010/09/13 by Chenlei Leng, Leng, Chenlei, Minh Ngoc Tran +3 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. A Direct Approach for Sparse Quadratic Discriminant Analysis
   2015/10/01 by Binyan Jiang, Jiang, Binyan, Xiangyu Wang +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Blind Source Separation Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques
4. Spectral Analysis of High-dimensional Time Series
   2018/10/26 by Mark Fiecas, Fiecas, Mark, Chenlei Leng +5 · 2 citations
   Chemistry · Computer Science · Economics, Econometrics and Finance · #Blind Source Separation Techniques #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Spectroscopy and Chemometric Analyses #Statistics Theory (math.ST)
5. A two-way heterogeneity model for dynamic networks
   2023/05/22 by Binyan Jiang, Jiang, Binyan, Chenlei Leng +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Economics, Econometrics and Finance · Physics and Astronomy · #62F12(Primary)62J99 #62R99(Secondary) #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Peroxisome Proliferator-Activated Receptors #Spatial and Panel Data Analysis #Statistics Theory (math.ST)
6. Impact of Geographic Diversity on Citation of Collaborative Research
   2022/04/25 by Cian Naik, Cassidy R. Sugimoto, Naik, Cian +7 · 2 citations
   Social Sciences · Decision Sciences · Business, Management and Accounting · #Social Capital and Networks #scientometrics and bibliometrics research #Innovation and Knowledge Management
7. Covariance Function Estimation for High-Dimensional Functional Time Series with Dual Factor Structures
   2024/01/11 by Chenlei Leng, Degui Li, Leng, Chenlei +5 · 2 citations
   Economics, Econometrics and Finance · Mathematics · #Complex Systems and Time Series Analysis #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Spatial and Panel Data Analysis #Statistical and numerical algorithms
8. Optimal Subsampling Bootstrap for Massive Data
   2023/02/15 by Yingying Ma, Chenlei Leng, Ma, Yingying +3 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference
9. Residual Importance Weighted Transfer Learning For High-dimensional Linear Regression
   2023/11/14 by Junlong Zhao, Shengbin Zheng, Zhao, Junlong +3 · 1 citation
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Methodology (stat.ME) #Survey Sampling and Estimation Techniques
10. Applied Regression Analysis of Correlations for Correlated Data
    2021/09/13 by Jie Hu, Hu, Jie, Yu Chen +5 · 1 citation
    Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Applications #Statistical Methods and Bayesian Inference
11. Smoothing combined estimating equations in quantile regression for longitudinal data
    2012/10/17 by Chenlei Leng, Weiping Zhang · 1 citation
    Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
12. CRT*: Conditional Randomization Testing with Heterogeneous External and Unlabeled Data
    2026/07/20 by Yingjie Zhang, Ziqi Chen, Chenlei Leng
    #stat.ME