This work describes the R package GET that implements global envelopes for a general set
of $ d $-dimensional vectors $ T $ in various applications. A $100 (1-\alpha) $% global …

We start with a simple introduction to topological data analysis where the most popular tool
is called a persistence diagram. Briefly, a persistence diagram is a multiset of points in the …

Localization is involved everywhere in epidemiology: health phenomena often involve
spatial relationships among individuals and risk factors related to geography and …

A new functional ANOVA test, with a graphical interpretation of the result, is presented. The
test is an extension of the global envelope test introduced by Myllymaki et al.(2017, Global …

The preferential sampling of locations chosen to observe a spatio-temporal process has
been identified as a major problem across multiple fields. Predictions of the process can be …

This paper reviews recent advances made in testing in spatial statistics and discussed at the
Spatial Statistics conference in Avignon 2015. The rank and directional quantile envelope …

Multiplex immunofluorescence (mIF) imaging technology facilitates the study of the tumour
microenvironment in cancer patients. Due to the capabilities of this emerging bioimaging …

The spatial organization in the cell nucleus is tightly linked to genome functions such as
gene regulation. Similarly, specific spatial arrangements of biological components such as …

We consider the problem of non-parametric testing of independence of two components of a
stationary bivariate spatial process. In particular, we revisit the random shift approach that …

Efficient planning of measures limiting epidemic spread requires information on farm
locations and sizes (number of animals per farm). However, such data are rarely available …