Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al.

DOI10.1080/01621459.2019.1635478zbMath1428.62506OpenAlexW2976454924MaRDI QIDQ5242456

Alexander Petersen, Hans-Georg Müller

Publication date: 12 November 2019

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2019.1635478

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Functional data analysis (62R10) Applications of statistics to social sciences (62P25)

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Measuring and testing dependence by correlation of distances
• Fréchet regression for random objects with Euclidean predictors
• Peter Hall, functional data analysis and random objects
• Distance covariance in metric spaces
• Maximin estimation of multidimensional boundaries
• Large sample theory of intrinsic and extrinsic sample means on manifolds. I
• Asymptotical minimax recovery of sets with smooth boundaries
• Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain
• Object oriented data analysis: sets of trees
• Functional data analysis.
• Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data
• Overview of object oriented data analysis
• Some Statistical Methods for Comparison of Growth Curves
• Multivariate Boundary Kernels and a Continuous Least Squares Principle
• Principal components of random variables with values in a seperable hilbert space
• Fréchet analysis of variance for random objects
• A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain
• Local polynomial regression for symmetric positive definite matrices
• Stochastic processes and statistical inference