36 citations · 97 across the 10 of their papers we have counts for
11 papers
Bandwidth-free nonparametric density estimation for grouped data
Furkan Danisman, Hanna Jankowski, Camila P. E. de Souza
In some situations, data is collected under systematical and technical constraints due to uncertainty in experimental reports, intermittent measurements, confidentiality, and non-d…
Multiple Comparisons using Composite Likelihood in Clustered Data
Mahdis Azadbakhsh, Xin Gao, Hanna Jankowski
We study the problem of multiple hypothesis testing for multidimensional data when inter-correlations are present. The problem of multiple comparisons is common in many application…
Convergence of linear functionals of the Grenander estimator under misspecification
Hanna Jankowski
Under the assumption that the true density is decreasing, it is well known that the Grenander estimator converges at rate if the true density is curved [Sankhyā Ser. A 31…
Asymptotics of the discrete log-concave maximum likelihood estimator and related applications
Fadoua Balabdaoui, Hanna Jankowski, Kaspar Rufibach +1
The assumption of log-concavity is a flexible and appealing nonparametric shape constraint in distribution modelling. In this work, we study the log-concave maximum likelihood esti…
Estimation of a discrete monotone distribution
Hanna K. Jankowski, Jon A. Wellner
We study and compare three estimators of a discrete monotone distribution: (a) the (raw) empirical estimator; (b) the "method of rearrangements" estimator; and (c) the maximum like…
Expectations of Random Sets and Their Boundaries Using Oriented Distance Functions
Larissa I. Stanberry, Hanna K. Jankowski
Shape estimation and object reconstruction are common problems in image analysis. Mathematically, viewing objects in the image plane as random sets reduces the problem of shape est…