SHAPE-CONSTRAINED MAXIMUM LIKELIHOOD METHODS:
- Fadoua Balabdaoui, Hanna Jankowski, "Maximum likelihood estimation of a unimodal probability mass function" (2015) To appear in Statistica Sinica. [PDF][R code for simulations and data analysis]
- Rihong Hui, Hanna Jankowski, "CPHshape: estimating a shape constrained baseline hazard in the Cox proportional hazards model", submitted. [PDF][CPHshape]
- Mahdis Azadbakhsh, Hanna Jankowski, Xin Gao (2014) "Calculating confidence intervals for log-concave densities," Computational Statistics and Data Analysis 75 248-264 [preprint][supplement][logcondens]
- Hanna Jankowski (2014) "Convergence of linear functionals of the Grenander estimator under misspecification", Annals of Statistics 42 (2) 635-653 [preprint][R code]
- Fadoua Balabdaoui, Hanna Jankowski, Kaspar Rufibach, M.Palvides (2013) "Asymptotics of the discrete log-concave maximum likelihood estimator and related applications", Journal of the Royal Statistical Society, Series B 75 (4) 769-790 [arXiv][logcondiscr]
- Hanna Jankowski (2010), Invited discussion of "Maximum likelihood estimation of a multi-dimensional log-concave density" by Cule, Samworth, and Stewart, Journal of the Royal Statistical Society: Series B 72, part 5, 596-597. [PDF]
- Fadoua Balabdaoui, Hanna Jankowski, Marios Pavlides, Arseni Seregin, Jon Wellner (2011), "On the Grenander estimator at zero", Statistica Sinica 21 (2), 873-899. [PDF]
- Hanna K. Jankowski and Jon A. Wellner (2009), "Estimation of a discrete monotone distribution", Electronic Journal of Statistics 3, 1567-1605. [PDF] [R code]
- Hanna K. Jankowski and Jon A. Wellner (2009), "Nonparametric estimation of a convex bathtub-shaped hazard function", Bernoulli 15 (4), 1010-1035. [PDF] [longer version] [convexHaz]
- Hanna K. Jankowski and Jon A. Wellner (2009), "Computation of nonparametric convex hazard estimators via profile methods", Journal of Nonparametric Statistics 21, 505-518. [tech report] [convexHaz]
EFFECTIVE DOSE:
- Hanna Jankowski, Xiang Ji, Larissa Stanberry, "A random set approach to confidence regions with applications to the effective dose with combinations of agents" (2014), Statistics in Medicine 33 4266-4278. [preprint][supplement][very early preprint (more mathy)][matlab script]
STATISTICAL INFERENCE FOR RANDOM SETS (and associated work):
- Hanna Jankowski, Larissa Stanberry (2014) "Visualizing variability: confidence regions in level set estimation", Proceedings of the 16th International Conference on Geometry and Garphics, 1328-1339. [PDF][code for Example 5][code for Example 6]
- Hanna Jankowski and Larissa Stanberry (2012), "Confidence regions for means of random sets using oriented distance functions", Scandinavian Journal of Statistics 39 (2) 340-357 [preprint] [sand grains data]
- Hanna Jankowski and Larissa Stanberry (2012), "Identifying skeleton curves in noisy data," Communications in Statistics: Theory and Methods 41 (6) 852-864 [preprint]
- Hanna K. Jankowski and Larissa I. Stanberry (2010), "Expectations of random sets and their boundaries using oriented distance functions", Journal of Mathematical Imaging and Vision 36 (3), 291-303.
COMPOSITE LIKELIHOOD:
- Mahdis Azadbakhsh, Xin Gao, Hanna Jankowski, "Multiple Comparisons Using Composite Likelihood in Clustered Data" (2016) to appear in the International Journal of Biostatistics. [PDF][code for simulations][arXiv]
APPLIED, COLLABORATIVE, AND INDUSTRIAL WORK:
- X.Li, H.Jankowski, S.Boonpatcharanon, V.Tran, X.Wang, J.Heffernan "Clustering Neuraminidase Influenza Protein Sequences", submitted. [PDF][data]
- Mirzo Kanoatov, Victor Galievsky, Svetlana Krylova, Leonid Cherney, Hanna Jankowski, Sergey Krylov (2015) "Using Non-Equilibrium Capillary Electrophoresis of Equilibrium Mixtures (NECEEM) for Simultaneous Determination of Concentration and Equilibrium Constant," Analytical Chemistry 87 3099-3106.
- Xuan Li, Hanna Jankowski, Steven Wang, Jane Heffernan, "A method for clustering Hemaglutinin protein sequences," (2015) to appear in BIOMAT 2014 Proceedings, [PDF][data]
- Barb Veder, Amanda Tian, Kelly Beaudoin, Linda Bettencourt, Karina Dunmarra, Yolanda Fasciano, Julia Marinos, Georges Monette, Hanna Jankowski (2014); "Re-examining access patterns and user demographics of online service offerings", industrial report.
- Jeremy Recoskie, Jane Heffernan, Hanna Jankowski, "A note on statistical and biological communication: case study of the 2009 H1N1 pandemic" (2014), to appear in BMC Research Notes.
- Hanna Jankowski, Veronica Sabelnykova, John Sheriff (2011) Estimating the wintering location of the wood thrush. Technical Report. [PDF]
OLDER PAPERS AND DISCUSSIONS:
- Xin Gao and Hanna Jankowski (2012), Invited discussion of "Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma" by van Erven et.al., Journal of the Royal Statistical Society: Series B 74 (3), 405. [PDF]
- Hanna Jankowski (2012), Invited discussion of "Statistical Methods for Healthcare Regulation: Rating, Screening and Surveillance" by Spiegelhalter et. al., Journal of the Royal Statistical Society: Series A 175 (1), 36-37. [PDF]
- Jeremy Quastel, Hanna Jankowski, John Sheriff (2002), "Central limit theorem for zero-range processes", Methods and Applications of Analysis 9 (8), 393-406. [PDF]