Inference for spatial regression models with functional response using a permutational approach

DOI10.1016/j.jmva.2021.104893OpenAlexW3210055674MaRDI QIDQ2078566

Eva Fišerová, Veronika Římalová, Alessandra Menafoglio, Alessia Pini

Publication date: 1 March 2022

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2021.104893

zbMATH Keywords

permutation testsnonparametric inferencespatial correlationfunctional geostatisticsspatial functional regression model

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric hypothesis testing (62G10) Functional data analysis (62R10) Multivariate analysis (62Hxx)

Uses Software

• fda (R)
• Joinpoint

Cites Work

• Unnamed Item
• An introduction to recent advances in high/infinite dimensional statistics
• Consistent variable selection for functional regression models
• Kriging for Hilbert-space valued random fields: the operatorial point of view
• A universal kriging predictor for spatially dependent functional data of a Hilbert space
• Inference for functional data with applications
• Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging
• On the performance of two clustering methods for spatial functional data
• Modeling spatial anisotropy via regression with partial differential regularization
• Recent advances in functional data analysis and high-dimensional statistics
• Modeling spatially dependent functional data via regression with differential regularization
• Estimation and testing for partially functional linear errors-in-variables models
• Statistical analysis of complex and spatially dependent data: a review of object oriented spatial statistics
• Mantel test for spatial functional data. An application to infiltration curves
• Functional data analysis.
• Nonparametric functional data analysis. Theory and practice.
• Functional Data Analysis with R and MATLAB
• Permutation Tests for Linear Models
• Nonparametric inference for functional‐on‐scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament
• On Permutation Tests in Multiple Regression and Analysis of Covariance Problems
• Some Recent Developments in Inference for Geostatistical Functional Data
• Interval-wise testing for functional data