Publications
Detection coherence of tests
See the Research page for an overview and full list of papers in this line of work.
Empirical likelihood
Grendár, M. and Judge, G. (2009). Asymptotic equivalence of empirical likelihood and Bayesian MAP. The Annals of Statistics, 2445–2457.
Grendár, M. and Judge, G. (2009). Empty set problem of maximum empirical likelihood methods. Electron. J. Statist. 3, 1542-1555, (2009)
Grendár, M. and Judge, G. (2012). Not all empirical divergence minimizing statistical methods are created equal? AIP Conference Proceedings, 1493(1), 432–435.
Grendár, M. and Špitalský, V. (2017). Multinomial and empirical likelihood under convex constraints: Directions of recession, Fenchel duality, the PP algorithm. Electron. J. Statist. 11 (1), 2547-2612, (2017)
MaxProb/MaxEnt, Pólya information divergence
Grendár, M. Jr. and Grendár, M. (2001). What is the question that MaxEnt answers? A probabilistic interpretation. AIP Conference Proceedings, 568(1), 83–93.
Grendár, M. Jr. and Grendár, M. (2001). Maximum entropy: Clearing up mysteries. Entropy, 3(2), 58–63.
Grendár, M. and Niven, R. K. (2006). The Pólya Urn: Limit theorems, Pólya divergence, maximum entropy and maximum probability. arXiv:cond-mat/0612697
Grendár, M. and Niven, R. K. (2010). The Pólya information divergence. Information Sciences, 180(21), 4189–4194.
Effective support size
Grendár, M. (2006). Entropy and effective support size. Entropy, 8(3), 169–174.
Recurrence quantification analysis
Grendár, M., Majerová, J. and Špitalský, V. (2013). Strong laws for recurrence quantification analysis. International Journal of Bifurcation and Chaos, 23(08), 1350147.