Publications
- Methodology
- Tracking the transmission dynamics of COVID-19 with a time-varying coefficient state-space model.
(with J. Keller, T.J. Zhou, A. Kaplan, and B. Anderson)
Statistics in Medicine 2022, in press. (website, pdf)
- Robust multiple inference for large-scale multivariate regression. (with Y. Song and W.-X. Zhou)
Statistica Sinica 2021, in press, DOI: 10.5705/ss.202021.0003. (website, pdf)
- Non-asymptotic properties of spectral decomposition of large Gram-Type matrices and applications. (with L. Zhang and H. Wang)
Bernoulli 2022, 28(2), 1224-1249. (website, pdf)
- A new principle for tuning-free Huber regression. (with L. Wang, C. Zhang, and W.-X. Zhou)
Statistica Sinica 2021, 31, 2153-2177 (website, pdf)
- A semiparametric latent factor model for large scale temporal data with heteroscedasticity. (with L. Zhang and H. Wang)
Journal of Multivariate Analysis 2021, 186, 104786. (website, pdf)
- Large scale multiple inference on collective dependence with applications to protein function. (with R. Jernigan, K. Jia, and Z. Ren)
The Annals of Applied Statistics 2021, 15(2), 902-924. (website, pdf)
- Large scale maximum average power multiple inference on time-course count data with application to RNA-seq analysis. (with M. Cao, F.J. Breidt, and G.Peers)
Biometrics 2020, 76(1), 9-22. (website, pdf)
- Equilibrium distributions of populations of biological species on networks of social sites.
(with M. Wang and Z. Wu)
Journal of Biological Dynamics 2019, 13(S1), 74-98. (website, pdf)
- Simulation-based hypothesis testing of high dimensional means under covariance heterogeneity. (with J. Chang, C. Zheng, and W.-X. Zhou)
Biometrics 2017, 73(4), 1300-1310. (website, pdf)
- Testing for high-dimensional white noise using maximum cross correlations. (with J. Chang and Q. Yao)
Biometrika 2017, 104(1), 111-127. (website, pdf)
- Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering. (with J. Chang, W.-X. Zhou, and L. Wang)
Biometrics 2017, 73(1), 31-41. (website, pdf)
- On the preservation of cooperation in two-strategy games with nonlocal interactions. (with O. Aydogmus and Y. Kuang)
Mathematical Biosciences 2017, 285, 25-42. (website, pdf)
- More powerful tests for sparse high-dimensional covariances matrices. (with L. Peng and S. Chen)
Journal of Multivariate Analysis 2016, 149, 124-143.(website, pdf)
- Optimality and stability of symmetric evolutionary games with applications in genetic selection. (with Y. Huang, Y. Hao, M. Wang, and Z. Wu)
Mathematical Biosciences and Engineering 2015, 12(3), 503-523. (website, pdf)
- A computational analysis framework for molecular cell dynamcis: case-study of exocytosis. (with W. Chen, T. Xia, and X. Gu)
PLos ONE 2012, 7(7), e38699. (website, pdf)
- Tracking the transmission dynamics of COVID-19 with a time-varying coefficient state-space model.
(with J. Keller, T.J. Zhou, A. Kaplan, and B. Anderson)
- Research in Statistical Applications
- Non-parallel transcriptional divergence during parallel adaptation. (with E.K. Fischer, Y. Song, K.A. Hughes, and K.L. Hoke)
Molecular Ecology 2021, 30(6), 1516-1530. (website, bioRxiv, pdf)
- Transcriptomic analysis of differentially expressed genes in the molting gland (Y-organ) of the blackback land crab, Gecarcinus lateralis, during molt-cycle stage transitions.
(with S. Dasa, L. Vraspira, D.S. Duria, and D.L. Mykles)
Comparative Biochemistry and Physiology - Part D 2018, 28, 37-53. (website, pdf)
- Transcriptome-wide comparison of selenium hyperaccumulator and non-accumulator Stanleya species provides new insight into key processes mediating the hyperaccumulation syndrome.
(with J. Wang, J. Cappa, J. Harris, P. Edger, ..., and E. Pilon-Smits)
Plant Biotechnology Journal 2018, 16(9), 1582-1594. (website, pdf)
- A single dose polyanhydride-based vaccine platform promotes and maintains anti-GnRH antibody titers.
(with R.G. Schaut, M.T. Brewer, J.M. Hostetter, ..., and D.E.Jones)
Vaccine 2018, 36(7), 1016-1023. (website, pdf)
- Comparative analyses of C4 and C3 photosynthesis in developing leaves of maize and rice. (with L. Wang, A. Czedik-Eysenberg, R.A. Mertz, Y. Si, ..., P. Liu, and T.P. Brutnell)
Nature Biotechnology 2014, 32, 1158-1165. (website)
- Non-parallel transcriptional divergence during parallel adaptation. (with E.K. Fischer, Y. Song, K.A. Hughes, and K.L. Hoke)
- A geometric adaptive Metropolis-Hastings algorithm with Gaussian calibration. (with S. Vardeman and H. Wu)
- A Bayesian analysis of the dynamics during co-infection by Leshimania major and Leshimania amazonensis based on differential equation models. (with Y. Tian, Y. Koh, K.N. Gibson-Corley, and D.E. Jones)
- Beauty powered beast. (with K. Zhang and Z. Zhao)
- Modeling high-dimensional data with unknown cut points: A fusion penalized logistic threshold regression. (with Y. Lin, Z. Geng, G. Xiao, and J. Yin)
- Clustering with latent semiparametric mixture models. (with L. Wang, L. Zhang, and H. Zou)
- Integrative group factor model for variable clustering on temporally dependent data: pptimality and algorithm. (with L. Zhang and H. Wang)