statement

publications

code for download

Publications

 

Submitted/being revised

S. Bhamidi, J. Hannig, C. Y. Lee and J. Nolen, The importance sampling technique for understanding rare events in Erdos-Renyi random graphs.

R. C. S. Lai, J. Hannig and T. C. M. Lee, Generalized Fiducial Inference for Ultrahigh Dimensional Regression.

W. J. Shi, J. Hannig, and C. D. Jones, Using Dirichlet mixture model to detect concomitant changes in allele frequencies.

Y. Liu and J. Hannig, Generalized Fiducial Inference for Binary Logistic Item Response Models

L. Liao, C. Park, J. Hannig, K.-H. Kang, Autocovariance Function Estimation via Penalized Regression

 

 

In press

R. C. S. Lai, J. Hannig and T. C. M. Lee, Generalized Fiducial Inference for Ultrahigh Dimensional Regression, to appear in Journal of American Statistical Association.

 

2014

J. Hannig (2014), Discussion of ``On the Birnbaum Argument for the Strong Likelihood Principle'' by D. G. Mayo, Statistical Science, 29, pp. 254 --258.

P. Borysov, J. Hannig, J. S. Marron (2014), Asymptotics of Hierarchical Clustering for Growing Dimension Journal of Multivariate Analysis, 124, pp. 465 – 479.

C. Park, J. Hannig and K-H. Kang (2014), Nonparametric Comparison of Multiple Regression Curves in Scale-Space Journal of Computational and Graphical Statistics, 23, pp. 657 -- 677.

D. L. Sonderegger and J. Hannig (2014), Fiducial theory for free-knot spline in Contemporary Developments in Statistical Theory, a Festschrift in honor of Professor Hira L. Koul, Springer, pp. 155 – 189. with an on-line appendix.

J. Hannig, R. C. S. Lai and T. C. M. Lee (2014), Computational Issues of Generalized Fiducial Inference, Computational Statistics and Data Analysis special issue on Imprecision in Statistical Data Analysis, 71, pp. 849 – 858.

 

2013

Y. Zhang, E. K. P. Chong, J. Hannig and D. Estep (2013), On Continuum Limits of Markov Chains with Applications to Network Modeling, IEEE Access, 1, pp. 577--595.

Y. Zhang, E. K. P. Chong, J. Hannig and D. Estep (2013), Continuum Modeling and Control of Large Nonuniform Wireless Networks via Nonlinear Partial Differential Equations, Abstract and Applied Analysis, special issue on Advances in Nonlinear Complexity Analysis for Partial Differential Equations, Article ID 262581, 16 pages.

J. Hannig (2013) Generalized Fiducial Inference via Discretizations, Statistica Sinica, 23, pp. 489-514.

N. Burch, E. K. P. Chong, D. Estep and J. Hannig (2013) Analysis of Routing Protocols and Interference-limited Communication in Large Wireless Networks via Continuum Modeling, Journal of Engineering Mathematics, 79, pp. 183-199.

J. Hannig, T. C. M Lee and C. Park (2012), Metrics for SiZer Map Comparison, Stat, 2, pp. 49-60, with Matlab code.

 

2012

J. Cisewski and J. Hannig (2012) Generalized Fiducial Inference for Normal Linear Mixed Models, Annals of Statistics, 40, pp. 2102 - 2127, with supplementary material and Matlab code.

J. Hannig and Min-ge Xie (2012), A note on Dempster-Shafer Recombinations of Confidence Distributions, Electronic Journal of Statistics, 6, pp. 1943-1966.

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.

C. M. Wang, J. Hannig and H. K. Iyer (2012), Pivotal methods in the propagation of distributions, Metrologia, 49, pp. 382 -- 389.

C. M. Wang, J. Hannig and H. K. Iyer (2012), Fiducial Prediction Intervals, Journal of Statistical Planning and Inference, 142, pp. 1980 -- 1990.

D. Wandler and J. Hannig (2012) Generalized Fiducial Confidence Intervals for Extremes, Extremes, 15, pp. 67 -- 87. R code: known threshold, unknown threshold.

D. Wandler and J. Hannig (2012) A Fiducial Approach to Multiple Comparisons, Journal of Statistical Planning and Inference, 142, pp 878 -- 895.

 

2011

D. Wandler and J. Hannig (2011), Fiducial Inference on the largest mean of a Multivariate Normal Distribution, Journal of Multivariate Analysis, 102, pp. 87 – 104.

C. B. Storlie, J. Hannig and T. C. M. Lee, Statistical consistency of the data association problem in multiple target tracking, Electronic Journal of Statistics, 5, 1227 -- 1275..

 

2010

C. Park, T. C. M. Lee and J. Hannig (2010), Multiscale Exploratory Analysis of Regression Quantiles using Quantile SiZer, Journal of Computational and Graphical Statistics, 19, pp. 497 – 513 with suplementary documents.

J. Hannig, H. Iyer and T. C. M. Lee (2010), Fiducial Inference and Generalizations, in International Encyclopedia of Statistical Science, Springer.

P. J. Brockwell and J. Hannig (2010), CARMA(p,q) Generalized Random Processes, Journal of Statistical Planning and Inference, 140, pp. 3613 – 3618.

S. S. Lee and J. Hannig (2010), Detecting jumps from levy jump diffusion processes, Journal of Financial Economics, 96, pp. 271-290.

 

2009

J. Hannig (2009), On Generalized Fiducial Inference, Statistica Sinica, 19, 491-544.

J. Hannig and T. C. M. Lee (2009), Generalized Fiducial Inference for Wavelet Regression, Biometrika, 96, pp. 847 – 860 Suplementary Document.

C. Park, J. Hannig and K.-H. Kang (2009), Improved SiZer for Time Series, with Statistica Sinica, 19, pp. 1511 - 1530.

C. Park, A. Vaughan, J. Hannig and K.-H. Kang (2009), SiZer Analysis for Comparison of Two Time Series, with , Journal of Statistical Planning and Inference, 139, pp. 3974 - 3988.

C. B. Storlie, T. C. M. Lee, J. Hannig and D. Nychka (2009), Tracking of multiple merging and splitting targets; a statistical perspective with discussion and rejoinder by the authors, Statistica Sinica, 19, pp. 1 - 52.

 

 

2008

L. E, J. Hannig and H. Iyer (2008), Fiducial Intervals for Variance Components in an Unbalanced Two-component Normal Mixed Linear Model, Journal of American Statistical Association, 103, pp. 854 - 865.

E. K. P. Chong, D. Estep and J. Hannig (2008), Continuum Modeling of Large Networks, International Journal of Numerical Modeling: Electronic Networks, Devices, and Fields, 21, pp. 169 -- 186.

H. Li, P. R. Barbosa, E. K. P. Chong, J. Hannig and S. R. Kulkarni (2008) Zero-Error Target Tracking with Limited Communication, IEEE Journal on Selected Areas in Communications, Special Issue on Control and Communications, 26, pp. 686 - 694.

 

2007

J. Hannig, H. K. Iyer and C.M. Wang (2007), Fiducial Approach to Uncertainty Assessment Accounting for Error due to Instrument Resolution, Metrologia, 44, pp. 476 - 483.

 

2006

J. Hannig, H. K. Iyer and P. Patterson (2006), Fiducial Generalized Confidence Intervals, Journal of American Statistical Association, 101, pp. 254-269.

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

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

J. Hannig and T. C. M. Lee (2006), Robust SiZer for Exploration of Regression Structures and Outlier Detection, Journal of Computational and Graphical Statistics, 15, pp. 101-117.

J. Hannig, L. E, A. Abdel-Karim and H. K. Iyer (2006), Simultaneous Fiducial Generalized Confidence Intervals for Ratios of Means of Lognormal Distributions, Austrian Journal of Statistics, 35, pp. 261-269.

J. Hannig (2006), Asymptotic Bounds for Coverage Probabilities for a Class of Confidence Intervals for the Ratio of Means in a Bivariate Normal Distribution, Journal of Probability and Statistical Science, 4, pp. 41-49.

J. Hannig and T. C. M. Lee (2006), Smoothing of the Poisson signal under L_2 and Kullback-Leibler Discrepency, Journal of Statistical Planning and Inference, 136, pp. 882-908 (includes a small correction to one of the proofs)

 

2004

F. Gao, J. Hannig, T.-Y. Lee and F. Torcaso (2004), Exact $L^2$ small balls of Gaussian processes, J. of Theoretical Probability, 17, pp. 503-520.

J. Hannig and T. C. M. Lee (2004), Kernel Smoothing of Periodograms under Kullback-Leibler Discrepancy, Signal Processing, 84, pp. 1255-1266.

 

2003

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

F. Gao, J. Hannig, T.-Y. Lee and F. Torcaso (2003), Laplace transforms via Hadamard Factorization, Electronic J. of Probability, 8, paper no. 13, pp. 1-20.

F. Gao, J. Hannig and F. Torcaso (2003), Comparison Theorems for Small Deviations of Random Series, Electronic J. of Probability, 8, paper no. 21, pp. 1-17.

J. Hannig, C. M. Wang and H. K. Iyer (2003), Uncertainty calculation for the ratio of dependent measurements, Metrologia, 40, pp. 177-183.

J. Hannig (2003), On filtrations related to purely discontinuous martingales, Seminaire de Probabilites XXXVI, Lecture Notes in Mathematics 1801, pp. 360-365.

J. Hannig, J. S. Marron, G. Samorodniztky and F. D. Smith (2003), Log-normal durations can give long range dependence, Mathematical Statistics and Applications: Festschrift for Constance van Eeden, IMS Lecture Notes-- Monograph Series 42, pp. 333-344.

 

2001

J. Hannig, J.S. Marron and R.H. Riedi (2001), Zooming statistics: Inference across scales, J. Korean Stat. Soc., 30, pp. 327-345.

 

2000

J. Hannig, On purely discontinuous martingales, Ph.D. dissertation, Michigan State University, East Lansing, MI

 

Never Published

L. E, J. Hannig and H. K. Iyer. Fiducial Generalized Confidence Interval for Median Lethal Dose (LD50), with suplementary document.

K. Hindberg, J. Hannig and F. Godtliebsen, A Novel Scale-Space Approach for Multinormality Testing and the k-Sample Problem.

 

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