Assistant Professor of Applied Statistics

Information Systems, Statistics, & Management Science

Yana Melnykov


Ph.D,, Applied Statistics, The University of Alabama
MS, Applied Statistics, North Dakota State University

Selected Publications

V. Melnykov, S. Sarkar, and Y. Melnykov (2021), On finite mixture modeling and model-based clustering of directed weighted multilayer networks, Pattern Recognition, 112, 1076.

X. Zhu and Y. Melnykov (2021), On finite mixture modeling of change point processes, Journal of Classification.

Y. Melnykov, V. Melnykov, and X. Zhu (2017), Studying contributions of variables to classification, Statistics and Probability Letters, 129, 318-325.