Data analysis on nonstandard spaces
The task to write on data analysis on nonstandard spaces is quite substantial, with a huge
body of literature to cover, from parametric to nonparametrics, from shape spaces to …
body of literature to cover, from parametric to nonparametrics, from shape spaces to …
A smeary central limit theorem for manifolds with application to high-dimensional spheres
B Eltzner, SF Huckemann - 2019 - projecteuclid.org
The (CLT) central limit theorems for generalized Fréchet means (data descriptors assuming
values in manifolds, such as intrinsic means, geodesics, etc.) on manifolds from the literature …
values in manifolds, such as intrinsic means, geodesics, etc.) on manifolds from the literature …
Omnibus CLTs for Fréchet means and nonparametric inference on non-Euclidean spaces
Two central limit theorems for sample Fréchet means are derived, both significant for
nonparametric inference on non-Euclidean spaces. The first theorem encompasses and …
nonparametric inference on non-Euclidean spaces. The first theorem encompasses and …
Convex generalized Fr\'echet means in a metric tree
We are interested in measures of central tendency for a population on a network, which is
modeled by a metric tree. The location parameters that we study are generalized Fr\'echet …
modeled by a metric tree. The location parameters that we study are generalized Fr\'echet …
Tropical geometry of phylogenetic tree space: a statistical perspective
Phylogenetic trees are the fundamental mathematical representation of evolutionary
processes in biology. They are also objects of interest in pure mathematics, such as …
processes in biology. They are also objects of interest in pure mathematics, such as …
Finite Sample Smeariness of Fr\'echet Means and Application to Climate
Fr\'echet means on non-Euclidean spaces may exhibit nonstandard asymptotic rates
rendering quantile-based asymptotic inference inapplicable. We show here that this affects …
rendering quantile-based asymptotic inference inapplicable. We show here that this affects …
Foundations of the wald space for phylogenetic trees
J Lueg, MK Garba, TMW Nye… - Journal of the London …, 2024 - Wiley Online Library
Evolutionary relationships between species are represented by phylogenetic trees, but
these relationships are subject to uncertainty due to the random nature of evolution. A …
these relationships are subject to uncertainty due to the random nature of evolution. A …
Fruit flies and moduli: interactions between biology and mathematics
E Miller - Notices of the AMS, 2015 - ams.org
Evolution sometimes results in discrete morphological differences among populations that
diverge from a common source. This “saltation” can occur with features quantified by …
diverge from a common source. This “saltation” can occur with features quantified by …
Horoballs and the subgradient method
To explore convex optimization on Hadamard spaces, we consider an iteration in the style of
a subgradient algorithm. Traditionally, such methods assume that the underlying spaces are …
a subgradient algorithm. Traditionally, such methods assume that the underlying spaces are …
Geometrical smeariness–a new phenomenon of Fréchet means
B Eltzner - Bernoulli, 2022 - projecteuclid.org
Geometrical smeariness - a new phenomenon of Frechet means Page 1 Bernoulli 28(1), 2022,
239–254 https://doi.org/10.3150/21-BEJ1340 Geometrical smeariness – a new phenomenon …
239–254 https://doi.org/10.3150/21-BEJ1340 Geometrical smeariness – a new phenomenon …