成青

成青 西南財經大學

成青，女，西南財經大學統計學院講師。

目錄

人物簡歷

上海財經大學博士，新加坡國立大學Duke-NUS Medical School博士後，香港大學訪問學者。

研究方向:

Empirical Bayes; variational inference and Bayesian variable selection; Interaction Detection; Feature screening in Ultrahigh Dimensional Data ; Functional data Analysis; Machine Learning.

學術成果

Qing Cheng, Yi Yang, Xingjie Shi, Kar-Fu Yeung, Can Yang, Heng Peng, Jin Liu. 「MR-LDP: a two-sample Mendelian randomization for GWAS summary statistics accounting linkage disequilibrium and horizontal pleiotropy.」NAR Genomics and Bioinformatics. 2020;2(2);1-13. (doi:10.1093/nargab/lqaa028).

Fei Jiang,Qing Cheng(co-first), Guosheng Yin, Haipeng Shen. 「Functional Censored Quantile Regression.」Journal of the American Statistical Association.2020; 115(530);931-944. (doi:10.1080/01621459.2019.1602047).

Qing Cheng, Liping Zhu . 「On relative efficiency of principal Hessian directions.」Statistics and Probability Letters. 2017;126;108-113. (doi:10.1016/ j.spl.2017.02.030).

Kai Xu, Yan Tian,Qing Cheng. 「Testing Regression Coefficients in High-Dimensional and Sparse Settings」.Acta Mathematica Sinica, English Series.2021. 37, 1513-1532. (doi: 10.1007/s10114-021-9468-8 )

Xingjie, Shi, Xiaoran Chai, Ying Yang,Qing Cheng,..., 「A tissue-specific collaborative mixed model for jointly analyzing multiple tissues in transcriptome-wide association studies.」Nucleic Acids Research.2020. 48(19), 109-109.

Kai, Xu, Zhiling Shen, Xudong Huang,Qing Cheng.「Projection correlation between scalar and vector variables and its use in feature screening with multi-response data.」Journal of Statistical Computation and Simulation.2020;90(11); 1923-1942. (doi:10.1080/00949655.2020.1753057).

Joe P Yeong ,...,Qing Cheng,....「 Multiplex immunohistochemistry/immunofluorescence(mIHC/IF) for PD-L1 testing in triple negative breast cancer: a translational assay compares to conventional IHC.」Journal of Clinical Pathology.2020;73(9);557-562.(doi:10.1136/jclinpath- 2019-206252).