科研综述

陈公适原为理论统计学家，从事包括混沌（chaos）在内的若干非线性时间序列分析相关的主题研究。之后，他逐步运用非线性时间序列分析和一般统计方法来处理生态学、流行病学、水文学、环境研究、医学研究等领域的各种科学问题。此外，他还专注于开发新的一般统计方法，包括若干R语言包（R packages）。

学术论著

陈公适教授

自2010年至2017年7月，陈公适在《Statistical Science》《Journal of the Royal Statistical Society: Series B》《Biometrika》《Annals of Applied Statistics》《Computational Statistics and Data Analysis》《Statistica Sinica》《Journal of the American Statistical Association》等期刊共发表70篇同行评审论文。

代表性论文：

Jarjour, R., & Chan, K.-S. (2020). Dynamic conditional angular correlation. Journal of Econometrics, 216(1), 137–150.

Chu, Y., Lan, R. S., Huang, R., Feng, H., Kumar, R., Dayal, S., Chan, K., & Dai, D. (2020). Glutathione peroxidase‐1 overexpression reduces oxidative stress, and improves pathology and proteome remodeling in the kidneys of old mice. Aging Cell, 19(6).

Chan, K., & Goracci, G. (2018a). On the ergodicity of first‐order threshold autoregressive moving‐average processes. Journal of Time Series Analysis, 40(2), 256–264.

Wang, C., & Chan, K.-S. (2018). Quasi-likelihood estimation of a censored autoregressive model with exogenous variables. Journal of the American Statistical Association, 113(523), 1135–1145.

Hammond, E., Chan, K. S., Ames, J. C., Stoyles, N., Sloan, C. M., Guo, J., Newell, J. D., Hoffman, E. A., & Sieren, J. C. (2018). Impact of advanced detector technology and iterative reconstruction on low‐dose quantitative assessment of lung computed tomography density in a biological lung model. Medical Physics, 45(8), 3657–3670.

Wang, C., & Chan, K.-S. (2017). Carx: An R package to estimate censored autoregressive time series with exogenous covariates. The R Journal, 9(2), 213.

Xu, L., Stige, L. C., Chan, K.-S., Zhou, J., Yang, J., Sang, S., Wang, M., Yang, Z., Yan, Z., Jiang, T., Lu, L., Yue, Y., Liu, X., Lin, H., Xu, J., Liu, Q., & Stenseth, N. Chr. (2016). Climate variation drives dengue dynamics. Proceedings of the National Academy of Sciences, 114(1), 113–118.

Thurman, A. L., Choi, J., Choi, S., Lin, C., Hoffman, E. A., Lee, C. H., & Chan, K. (2017). Detection of smoothly distributed spatial outliers, with applications to identifying the distribution of parenchymal hyperinflation following an airway challenge in asthmatics. Statistics in Medicine, 36(10), 1638–1654.

Chan, K.-S., Hansen, B. E., & Timmermann, A. (2017). Guest editors’ introduction: Regime switching and Threshold Models. Journal of Business & Economic Statistics, 35(2), 159–161.

Chen, K., Hoffman, E. A., Seetharaman, I., Jiao, F., Lin, C.-L., & Chan, K.-S. (2016). Linking lung airway structure to pulmonary function via composite bridge regression. The Annals of Applied Statistics, 10(4).

学术报告

Chan, K. (2018, April) Reduced-rank Spectral Classification with High-dimensional Time-Series Data. Conference Presentation presented at Statistics, Monte Carlo, and So Much More: A Conference in Honor of Charlie Geyer, University of Minnesota, Minneapolis, Minnesota.

Chan, K., Jarjour, R. (2018, January) Dynamic Conditional Angular Correlation. Invited Lecture presented at Complex Time Series Modelling and Forecasting workshop, Tsinghua University, Sanya, China.

人才培养

教授课程

2018年秋季学期，陈公适在爱荷华大学教授两门课程，分别为《Time Series Analysis》（STAT:7560）和《Statistical Inference I》（STAT:5100）。

荣誉表彰