Selected Publications


Integrative Data Analysis

Q. Feng, J. Hannig, M. Jiang and J. S. Marron (2018), Angle-Based Joint and Individual Variation Explained, Journal of Multivariate Analysis, 166, pp. 241-265.

J. Hannig and J. S. Marron (2006), Advanced Distribution Theory for SiZer, Journal of American Statistical Association, 101, pp. 484-499.


Generalized Fiducial Inference

Y. Cui and J. Hannig (2019), Nonparametric generalized fiducial inference for survival functions under censoring with discussion and rejoinder by the authors, Biometrika, 106, pp. 501-51. doi:10.1093/biomet/asz016

J. P. Williams and J. Hannig (2019), Non-penalized variable selection in high- dimensional linear model settings via generalized fiducial inference, Annals of Statistics, 47, pp. 1723-1753

J. Hannig, H. Iyer, R. C. S. Lai and T. C. M. Lee (2016), Generalized Fiducial Inference: A Reviev and New Results, Journal of American Statistical Association, 111, pp. 1346-1361 with supplementary material.



J. Hannig and H. Iyer, Testing For Calibration Discrepancy of Reported Likelihood Ratios in Forensic Science, Journal of the Royal Statistical Society: Series
A (Statistics in Society)
, 185, pp. 267-301.

S.D. Neupert and J. Hannig (2020), BFF: Bayesian, Fiducial, Frequentist Analysis of Age Effects in Daily Diary DataJournal of Gerontology: Psychological Sciences, 75, pp. 67-79.

J.P. Williams, C.B. Storlie, T. M. Therneau, C. R. Jack Jr. and J. Hannig (In Press), A Bayesian Approach to Multi-State Hidden Markov Models: Application to Dementia Progression, Journal of American statistical Association, 115, pp. 16-31.

P. Borysov, J. Hannig, J.S. Marron, E. Muratov, D. Fourches and A. Tropsha (2016), Activity Prediction and Identification of Mis-annotated Chemical Compounds Using Extreme Descriptors, Chemometrics, 30, pp. 99 – 108.

J. Cisewski, E. Snyder, J. Hannig and L. Oudejans (2012), Support vector machine classification of suspect powders using laser induced breakdown spectroscopy (LIBS) spectral data, Journal of Chemometrics, 26, pp. 143 -- 149.



J. Hannig, E. K. P. Chong and S. R. Kulkarni (2006), Relative Frequencies of Generalized Simulated Annealing, Math. of OR., 31, pp. 199-215.

F. Gao, J. Hannig and F. Torcaso (2003), Integrated Brownian motions and Exact L2-small balls, Annals of Probability, 31, pp. 1320-1337.


Additional publications can be downloaded at the main publication page.


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