Publications
W. D. Viles, J. C. Madan, H. Li, M. R. Karagas, and A. G. Hoen. Information content of high-order associations in the human gut microbiota network.
Annals of Applied Statistics, In Press 2021.
[arXiv]
J. Zhou, A. G. Hoen, S. McRitchie, W. Pathmasiri,
W. D. Viles, Q. P. Nguyen, J. C. Madan, E. Dade, M. R. Karagas, and J. Gui. Information enhanced model selection for Gaussian graphical model with application to metabolomic data.
Biostatistics, In Press 2021.
[biorXiv]
L-E. Martinet, M. A. Kramer,
W. D. Viles, L. N. Perkins, E. Spencer, C. J. Chu, S. S. Cash, and E. D. Kolaczyk. Robust dynamic community detection with applications to human brain functional networks.
Nature Communications, 11:2785, 2020.
[NatComm]
J. Zhou,
W. D. Viles, B. Lu, Z. Li, J. C. Madan, M. R. Karagas, J. Gui, and A. G. Hoen. Identification of microbial interaction network: zero-inflated latent Ising model based approach.
BioData Mining, 13, 2020.
[BDM]
P. Balachandran, E. D. Kolaczyk, and
W. D. Viles. On the propagation of low-rate measurement error to subgraph counts in large, sparse networks.
Journal of Machine Learning Research, 18(61), 1-33, 2017.
[JMLR]
P. C. Horak, S. Meisenhelter, Y. Song, M. E. Testorf, M. J. Kahana,
W. D. Viles, D. Bujarski, A. C. Connolly, A. A. Robbins, M. R. Sperling, A. D. Sharan, G. A. Worrell, L. R. Miller, R. Gross, K. A. Davis, D. W. Roberts, B. Lega, S. A. Sheth, K. A. Zaghloul, J. M. Stein, S. Das, D. S. Rizzuto, , and B. C. Jobst. Interictal epileptiform discharges impair word recall in multiple brain areas.
Epilepsia, 58:373–380, 2017.
[Emory]
W. D. Viles and A. J. O’Malley. External information in community detection.
Joint Statistical Meetings Proceedings, Chicago: American Statistical Association, 2016.
[arXiv]
W. D. Viles, C. Ginestet, A. Tang, M. A. Kramer, and E. D. Kolaczyk (2016) Percolation under noise: detecting explosive percolation using the second largest component.
Physical Review E, 93:052301, 2016.
[PRE]
D. M. Parker, L. Schang, J. R. Wasserman,
W. D. Viles, G. G. Bevan, and D. C. Goodman. Variation in utilization and need for Tympanostomy tubes across England and New England. Journal of
Pediatrics, 179:178–184, 2016.
[JPeds]
R. C. Gupta and
W. D. Viles. Statistical inference for the extended generalized inverse Gaussian distribution.
Journal of Statistical Computation and Simulation, 82:1955–1972, 2012.
[TFO]
R. C. Gupta and
W. D. Viles. Roller-coaster failure rates and mean residual life functions with application to the extended generalized inverse Gaussian model.
Probability in the Engineering and Informational Sciences, 25:103–118, 2011.
[TFO]
P. Balachandran,
W. D. Viles, and E. D. Kolaczyk. Exponential-type inequalities involving ratios of the modified bessel function of the first kind and their applications.
Unpublished Manuscript, 2013.
[CUP]