成 青 副教授

Email：chengqing@swufe.edu.cn

一、个人经历：

I am an Assistant Professor in the School of Statistics at the Southwestern University of Finance and Economics. I received my Ph.D. in Statistics at the Shanghai University of Finance and Economics, under the supervision of Professor Liping Zhu.

二、研究领域：

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

三、发表论文：

• Qing Cheng, Tingting Qiu, Xiaoran Chai, Baoluo Sun, Yingcun Xia, Xingjie Shi, Jin Liu. “MR-Corr2: a two-sample Mendelian randomiza- tion method that accounts for correlated horizontal pleiotropy using correlated instrumental variants” Bioinformatics, 2021, accepted, (https://doi.org/10.1093/bioinformatics/btab646).

• 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).

• FeiJiang, QingCheng(co-first), GuoshengYin, HaipengShen. “FunctionalCensoredQuantileRegression.” 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).

• KaiXu, YanTian, QingCheng. “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. (doi: http://dx.doi.org/10.1101/789396.)

• 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).

四、研究经历：

Postdoc Research Fellow, Center for Quantitative Medicine, Duke-NUS Medical School, National University of Singapore(Dr. Jin Liu, Aug. 2018 - Aug. 2021 )

Research Assistant, Dept. of SASA, HongKong University(Dr. Fei Jiang, Aug. 2017 - Feb.2018 )