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Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
Authors:  Sheng, Ying;  Wang, Qihua
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Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
Authors:  Sheng, Ying;  Wang, Qihua
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Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
Authors:  Zhang, Lihua;  Zhang, Shihua
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Gene expression  Sequential analysis  Bioinformatics  RNA  Matrix converters  Computational biology  Bayes methods  Single-cell RNA-sequencing technique  dropout event  imputation  algorithm  bioinformatics  
Simultaneous variable selection and class fusion with penalized distance criterion based classifiers 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 卷号: 133, 页码: 138-152
Authors:  Sheng, Ying;  Wang, Qihua
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Linear discriminant analysis  Discriminant directions  Variable selection  Class fusion  Misclassification error rate  
Bayes factors in the presence of population stratification 期刊论文
STATISTICS & PROBABILITY LETTERS, 2011, 卷号: 81, 期号: 7, 页码: 836-841
Authors:  Wang, Linglu;  Li, Qizhai;  Li, Zhaohai;  Zheng, Gang
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Approximate Bayes factor  Clustering  Genome-wide association studies  Odds ratio  Population stratification  
Prediction of protein interaction hot spots using rough set-based multiple criteria linear programming 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2011, 卷号: 269, 期号: 1, 页码: 174-180
Authors:  Chen, Ruoying;  Zhang, Zhiwang;  Wu, Di;  Zhang, Peng;  Zhang, Xinyang;  Wang, Yong;  Shi, Yong
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Binding free energy  Alanine mutation  Residue's features  Combined model  Predictive performance  
Prediction of protein-RNA binding sites by a random forest method with combined features 期刊论文
BIOINFORMATICS, 2010, 卷号: 26, 期号: 13, 页码: 1616-1622
Authors:  Liu, Zhi-Ping;  Wu, Ling-Yun;  Wang, Yong;  Zhang, Xiang-Sun;  Chen, Luonan
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Inference of non-centrality parameter of a truncated non-central chi-squared distribution 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 卷号: 139, 期号: 7, 页码: 2431-2444
Authors:  Li, Qizhai;  Yu, Kai
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Truncated non-central chi-squared distribution  Moment estimate  Mean-squared error  Generalized Bayes rule  Inadmissibility  
Two noniterative algorithms for computing posteriors 期刊论文
COMPUTATIONAL STATISTICS, 2008, 卷号: 23, 期号: 3, 页码: 443-453
Authors:  Yang, Jun;  Zou, Guohua;  Zhao, Yu
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Bayesian computation  data augmentation  EM algorithm  inverse Bayes formula  sampling/importance resampling  PMDA-Exact