Select Publications

2020 -- Present

[1] Wang, G., Gu, Z., Li, X., Yu, S., Kim, M., Wang, Y., Gao, L. and Wang, L. (2021). Comparing and integrating US COVID-19 data from multiple sources with anomaly detection and repairing. Journal of Applied Statistics.
[2] Kim, M., Gu, Z., Yu, S., Wang, G. and Wang, L. (2021). Methods, challenges, and practical issues of COVID-19 projection: A data science perspective. Journal of Data Science, 19(2), 219--242.
[3] Yu, S., Wang, G. and Wang, L. (2021). Discussion of "Evaluate the risk of resumption of business for the states of New York, New Jersey and Connecticut via a pre-symptomatic and asymptomatic transmission model of COVID-19". Journal of Data Science, 19(2), 206--209.
[4] Wang, L., Wang, G., Li, X., Yu, S., Kim, M., Wang, Y., Gu, Z. and Gao, L. (2021). Modeling and forecasting COVID-19. Notices of the American Mathematical Society, 68(4), 427--437.
[5] Wang, Y, Wang, G., Wang, L. and Ogden, R.T. (2020). Simultaneous confidence corridors for mean functions in functional data analysis of imaging data. Biometrics. 76: 427--437.
[6] Mu, J, Wang, G. and Wang, L. (2020). Spatial autoregressive partially linear varying coefficient models. Journal of Nonparametric Statistics. 32(2), 428--451.

2014 -- 2019

[1] Yu, S., Wang, G., Wang, L. and Yang, L. (2019). Multivariate spline estimation and inference for image-on-scalar regression. Statistica Sinica. Statistica Sinica. In Press.
[2] Yu, S., Wang, G., Wang, L., Liu, C. and Yang, L. (2019). Estimation and inference for generalized geoadditive models. Journal of the American Statistical Association, 115(530), 761--774.
[3] Wang, G. and Wang, J. (2019). On selection of semiparametric spatial regression models. STAT, 8(1), e221.
[4] Wang, L., Wang, G., Lai, M. and Gao, L. (2019). Efficient estimation of partially linear models for data on complicated domains by bivariate penalized splines over triangulations. Statistica Sinica. 30, 347--369.
[5] Mu, J., Wang, G. and Wang, L. (2018). Estimation and inference in spatially varying coefficient models. Environmetrics, 29:e2485.
[6] Yin, S., Zhu, Z., Wang, L., Liu, B., Xie, Y., Wang, G., and Li, Y. (2018). Regional soil erosion assessment based on a sample survey and geostatistics. Hydrology and Earth System Sciences, 22, 1695--1712.
[7] Zhang, X., Zhang, N., Li, S. and Wang, G. (2017). A new heteroskedasticity-consistent covariance matrix estimator and inference under heteroskedasticity. Journal of Statistical Computation and Simulation, 87, 198--210.
[8] Wang, G. and Wang, L. (2015). Spline estimation and variable selection for single-index prediction models with diverging number of index parameters. Journal of Statistical Planning and Inference, 162, 1--19.
[9] Wang, L., Wang, S. and Wang, G. (2014). Variable selection and estimation for longitudinal survey data. Journal of Multivariate Analysis, 130, 409--424.