师资团体

师资团体 Faculty

何珂俊

职称:助理教授

研究方向:非参模型降维、高维变量选择和统计遗传学等

联系方式:firstnameLastname@ruc.edu.cn

个人简历

2010年毕业于北京大学数学科学学院并取得学士学位;2012年与2017分别在美国纽约州立大学奥尔巴尼分校和美国得克萨斯农工大学获得数学硕士和统计学博士学位。博士毕业后加入中国人民大学统计与大数据研究院并担任助理教授。

何珂俊博士主要研究领域包括非参数模型降维和高维变量选择,对机器学习和统计计算也有浓厚的研究兴趣。同时也致力于统计方法在实际问题中的应用,比如统计遗传学等。已有若干学术成果发表在国际知名期刊上,如《Journal of the American Statistical Association》、《Journal of Time Series Analysis》等。


主要学术成果:

    1. Whitfield-Cargile, C. M., Cohen, N. D., He, K., Ivanov, I., Goldsby, J. S., Chamoun- Emanuelli, A., Davidson, L. A., and Chapkin, R. S. (2017). Non-invasive transcriptome is reflective of tissue-level transcriptome in a model of NSAID enteropathy. Scientific Reports, 7, 14687.

    2. Xia, Q., He, K., and Niu, C. (2017). A Model-adaptive test for parametric single-index time series models. Journal of Time Series Analysis, 38(6), 981-999.

    3. He, K., Lian, H., Ma, S., and Huang, J. Z. (2017). Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Journal of the American Statistical Association, to appear.

    4. He, K. and Huang, J. Z. (2016). Asymptotic properties of adaptive group Lasso for sparse reduced rank regression. Stat, 5(1), 251-261. 

    5. He, K. and He, S. (2017+). Principal component reduction of a nonparametric additive model with variable selection. Under review in Journal of Machine Learning Research.

    6. He, K., Qian, X., Donovan, S. M., Chapkin, R., and Ivanov, I. (2017+). An application of sCCA for integrative analysis of diet-dependent interaction between gut microbiota and host in neonates. (Submitted).