Ni, Yang
individual record
Assistant Professor
Positions:
- Assistant Professor, Statistics, College of Arts and Sciences
education and training
- Ph.D. in Statistics, Rice University - (Houston, Texas, United States) 2015
selected publications
Academic Articles28
- Zhou, F., He, K., Cai, J. J., Davidson, L. A., Chapkin, R. S., & Ni, Y. (2023). A Unified Bayesian Framework for Bi-overlapping-Clustering Multi-omics Data via Sparse Matrix Factorization.. Statistics in Biosciences. 15(3), 669-691.
- Zhou, F., He, K., Wang, K., Xu, Y., & Ni, Y. (2023). Functional Bayesian networks for discovering causality from multivariate functional data.. Biometrics.
- Zhou, F., He, K., & Ni, Y. (2023). Individualized causal discovery with latent trajectory embedded Bayesian networks.. Biometrics.
- Chen, S., He, K., He, S., Ni, Y., & Wong, R. (2023). Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior. Technometrics. ahead-of-print(ahead-of-print), 1-13.
- Niu, Y., Ni, Y., Pati, D., & Mallick, B. K. (2023). Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. ahead-of-print(ahead-of-print), 1-15.
Chapters1
- Ni, Y., Marchetti, G. M., Baladandayuthapani, V., & Stingo, F. C. (2015). Bayesian Approaches for Large Biological Networks. NONPARAMETRIC BAYESIAN INFERENCE IN BIOSTATISTICS. 153-173. Springer Nature.
Conference Papers2
- Ni, Y., Jones, D., & Wang, Z (2020). Consensus Variational and Monte Carlo Algorithms for Bayesian Nonparametric Clustering. 204-209.
- Ni, Y., Mller, P., Shpak, M., & Ji, Y. (2019). Parallel-Tempered Feature Allocation for Large-Scale Tumor Heterogeneity with Deep Sequencing Data. Springer Proceedings in Mathematics and Statistics. 218, 233-247.
Repository Documents / Preprints3
- Chakrabarti, A., Ni, Y., Morris, E., Salinas, M. L., Chapkin, R. S., & Mallick, B. K. (2023). Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data.
researcher on
Principal Investigator1
recent teaching activities
- STAT211 Prin Of Statistics I Instructor
- STAT491 Research Instructor
- STAT636 Applied Multivariate Anly Instructor
- STAT639 Data Mining & Analysis Instructor
- STAT681 Seminar Instructor
Email
y.ni@tamu.edu
First Name
Yang
Last Name
Ni
UN Sustainable Development Goals:
UN Sustainable Development Goals: