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.

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 (2022), 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.

J. P. Williams, D. M. Ommen and J. Hannig (2023) Generalized fiducial factor: an alternative to the Bayes factor for forensic identification of source problems, Annals of Applied Statistics, 17, pp. 378-402.

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 (2020), A Bayesian Approach to Multi-State Hidden Markov Models: Application to Dementia Progression, Journal of American statistical Association, 115, pp. 16-31.



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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