ANOVA for metric spaces, with applications to spatial data
R Müller, D Schuhmacher, J Mateu - Statistical Science, 2024 - projecteuclid.org
We give a review of some recent ANOVA-like procedures for testing group differences based
on data in a metric space and present a new such procedure. Our statistic is derived from the …
on data in a metric space and present a new such procedure. Our statistic is derived from the …
Non-parametric intensity estimation for spatial point patterns with R
We consider several cases where one needs to estimate the (first-order) intensity function for
different spatial point patterns on some state spaces such as ℝ 2 and linear networks …
different spatial point patterns on some state spaces such as ℝ 2 and linear networks …
Homogeneity tests for one-way models with dependent errors under correlated groups
Y Goto, K Arakaki, Y Liu, M Taniguchi - Test, 2023 - Springer
We consider the problem of testing for the existence of fixed effects and random effects in
one-way models, where the groups are correlated and the disturbances are dependent. The …
one-way models, where the groups are correlated and the disturbances are dependent. The …
Tests for the existence of group effects and interactions for two-way models with dependent errors
Y Goto, K Suzuki, X Xu, M Taniguchi - Annals of the Institute of Statistical …, 2023 - Springer
In this paper, we propose tests for the existence of random effects and interactions for two-
way models with dependent errors. We prove that the proposed tests are asymptotically …
way models with dependent errors. We prove that the proposed tests are asymptotically …
ANOVA for data in metric spaces, with applications to spatial point patterns
R Müller, D Schuhmacher, J Mateu - arXiv preprint arXiv:2201.08664, 2022 - arxiv.org
We give a review of recent ANOVA-like procedures for testing group differences based on
data in a metric space and present a new such procedure. Our statistic is based on the …
data in a metric space and present a new such procedure. Our statistic is based on the …