Manuscripts
Li, J.
Max-type and sum-type procedures for online change-point detection in the mean of high-dimensional data.
arXiv:2107.11931
Li, J., Qiu, Y. and Li, L.
A neighborhood-assisted Hotelling's T2 test for high-dimensional means.
arXiv:1712.01798
Li, J., Xu, M., Zhong, P.S. and Li, L.
Change point detection in the mean of high-dimensional time series data under dependence.
arXiv:1903.07006
R package HDcpDetect
Publications
Li, J. (2023)
Finite sample t-tests for high-dimensional means. Journal of Multivariate Analysis.
196, 105183. R code HDttest.r
Li, L. and Li, J. (2023)
Online change-point detection in high-dimensional covariance structure with application to dynamic networks. Journal of Machine Learning Research. 24(51), 1-44.
R package onlineCOV
Zhong, P. S., Li, J. and Kokoszka, P. (2020)
Multivariate analysis of variance and change points estimation for high-dimensional longitudinal data. Scandinavian Journal of Statistics. doi: 10.1111/sjos.12460.
Chen, S.X., Li, J. and Zhong, P.S. (2019)
Two-sample and ANOVA tests for high dimensional means.
The Annals of Statistics 47, 1443-1474.
R code MaxThresholding.r
Joshi, R., Fuller, B., Li, J. and Tavana, H. (2018)
Statistical Analysis of Multi-Dimensional, Temporal Gene Expression of Stem Cells to Elucidate Colony Size-Dependent Neural Differentiation.
Molecular Omics. doi: 10.1039/C8MO00011E.
Ham, S., Thakuri, P., Plaster, M., Li, J., Luker, K., Luker, G. and Tavana, H. (2017)
Three-dimensional tumor model mimics stromal-breast cancer cells signaling.
Oncotarget. doi: 10.18632/oncotarget.22922.
Vary, J., Honkanen, H., Li, J., Maris, P., Brodsky, S., Harindranath, A., Teramond, G., Sternberg, P., Ng, E. and Yang, C. (2010)
Hamiltonian light-front field theory in a basis function approach.
Physical Review C 81, 035205.
Vary, J., Honkanen, H., Li, J., Maris, P., Shirokov, A., Brodsky, S., Harindranath, A.,Teramond, G., Ng, E., Yang, C. and Sosonkina, M. (2010)
Ab-initio Hamiltonian approach to light nuclei and to quantum field theory.
Pramana 75, 39-49.
Vary, J., Honkanen, H., Li, J., Maris, P., Brodsky, S., Harindranath, A., Teramond, G., Sternberg, P., Ng, E. and Yang, C. (2010)
Hamiltonian light-front field theory within an AdSQCD basis.
Nuclear Physics B - Proceedings Supplements/ 199, 64-73.
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