Selected Publications for Multivariate Data
Yuan, Y. , Billor, N. and Turkmen, A.S. (2018) "Benford's Law Based Outliers Detection
for Population Stratification in Genotype Data",Proceedings, JSM 2018  Section
on Statistics in Genomics and Genetics, 2365  2376.
Lilly, K. and Billor, N. (2018) "Robust Group LASSO Methods", Proceedings, JSM
2018 Section on Statistical Computing, 117143.
Magnotti, J. and Billor, N. (2014), "Finding multivariate outliers in fMRI timeseries data," Computers and Biology in Medicine, 53, 115124.
Bell, R. C., JonesFarmer, L. A. and Billor, N. (2013), "A DistributionFree Control Chart for Retrospective Location Analysis of Subgrouped Multivariate Data," Technometrics, DOI:10.1080/00401706.2013.879264.
Turkmen, A. and Billor, N. (2012), "Partial Least Squares Classification for High Dimensional Data Using the PCOUT Algorithm," Computational Statistics, 28, 2, Page 77788.
Billor, N. , Abebe, A., Turkmen, A. and Nudurapati, S. (2008), "Classification based on Data Depth," Journal of Classification, 25, 249  260.
Caroni, C. and Billor, N., (2007), "Robust Detection of Multiple Outliers in Grouped Multivariate Data," Journal of Applied Statistics, 34, 19, 1241  1250.
Billor, N., Hadi, A. S., and Velleman, P. F. (2000), "BACON: Blocked Adaptive
ComputationallyEcient Outlier Nominators," Computational Statistics and Data
Analysis, 34, 279  298.

Selected Publications for Functional Data
Sawant, P., Billor, N., and Shin, H. (2012), "Robust Functional Principal Component Analysis," Computational Statistics, 27, 1, 83  102.
Lee, S., Shin, H., and Billor, N. (2013), "Mtype Smoothing Spline Estimation for Principal Functions," Computational Statistics and Data Analysis, 66, 89 100.
Denhere, M. and Billor, N. (2013), "Robust Principal Component Functional Logistic Regression," Communications in Statistics: Simulations and Computation, DOI: 10.1080/03610918.2013.861628.
Pannu, J. and Billor, N. (2015) "Robust GroupLasso for Functional Regression Model," Communications in Statistics: Simulations and Computation, DOI:10.1080/03610918.2015.1096375.
Lima, I. R., Cao, G. and Billor, N. (2019) "MBased Simultaneous Inference for the Mean Function of Functional Data," Annalsf the Institute of Statistical Mathematics, https://link.springer.com/article/10.1007/s104630180656y.
Lima, I. R., Cao, G. and Billor, N. (2018) "Robust Simultaneous Inference for the Functional Mean in Functional Data," TEST, https://link.springer.com/article/ 10.1007/s117490180598y.
