Cover Image

Projection depth for functional data: Theoretical properties

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bočinec, Filip, Nagy, Stanislav, Yeon, Hyemin
Format:	Preprint
Published:	2025
Subjects:	Methodology 62G05, 62H99, 62R10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Projection depth for functional data: Practical issues, computation and applications
by: Bočinec, Filip, et al.
Published: (2026)

Location and scatter halfspace median under α-symmetric distributions
by: Bočinec, Filip, et al.
Published: (2025)

A novel framework for detecting multiple change points in functional data sequences
by: Fang, Zhiqing, et al.
Published: (2025)

Rate accelerated inference for integrals of multivariate random functions
by: Patilea, Valentin, et al.
Published: (2024)

Methods for Quantifying Dataset Similarity: a Review, Taxonomy and Comparison
by: Stolte, Marieke, et al.
Published: (2023)

Identifying arbitrary transformation between the slopes in scalar-on-function regression
by: Niyogi, Pratim Guha, et al.
Published: (2024)

Another look at halfspace depth: Flag halfspaces with applications
by: Pokorný, Dušan, et al.
Published: (2022)

Adaptive functional principal components analysis
by: Wang, Sunny G. W., et al.
Published: (2023)

Exchangeable Gaussian Processes for Staggered-Adoption Policy Evaluation
by: Gevorgyan, Hayk, et al.
Published: (2026)

An Empirical Comparison of Methods for Quantifying the Similarity of Categorical Datasets
by: Stolte, Marieke, et al.
Published: (2026)

An Empirical Comparison of Methods for Quantifying the Similarity of Numeric Datasets
by: Stolte, Marieke, et al.
Published: (2026)

Proper Correlation Coefficients for Nominal Random Variables
by: Wermuth, Jan-Lukas
Published: (2025)

Asymptotic properties of the multivariate Szász-Mirakyan estimator for cumulative distribution functions on the nonnegative orthant
by: Lyu, Guanjie, et al.
Published: (2026)

Causal inference with ordinal outcomes: copula-based identification, estimation and sensitivity analysis
by: He, Peiyu, et al.
Published: (2026)

River flow modelling using nonparametric functional data analysis
by: Quintela-del-Río, Alejandro, et al.
Published: (2024)

Statistical exploration of the Manifold Hypothesis
by: Whiteley, Nick, et al.
Published: (2022)

Central subspace data depth
by: Francisci, Giacomo, et al.
Published: (2026)

Markov Combinations of Discrete Statistical Models
by: Marigliano, Orlando, et al.
Published: (2025)

Vertex misalignment and changepoint localization in network time series
by: Chen, Tianyi, et al.
Published: (2026)

Semiparametric copula-based quantile regression for semicontinuous outcomes with application to healthcare data
by: Lyu, Guanjie, et al.
Published: (2026)

Statistical Inference for Bures-Wasserstein Flows
by: Santoro, Leonardo V., et al.
Published: (2023)

Identifying Direct Causal Effects in Latent Factor Models by Accounting for Unidentified Parents
by: Hochsprung, Tom, et al.
Published: (2026)

Variable selection in functional regression models: a review
by: Aneiros, Germán, et al.
Published: (2024)

Theoretical analysis and improvements in cubic transmutations of probability distributions
by: Geraldo, Issa Cherif, et al.
Published: (2025)

Dirichlet kernel density estimation for strongly mixing sequences on the simplex
by: Daayeb, Hanen, et al.
Published: (2025)

A Robust Persistent Homology : Trimming Approach
by: Mahato, Tuhin Subhra, et al.
Published: (2025)

On exact computation of Tukey depth central regions
by: Fojtík, Vít, et al.
Published: (2022)

Quadratic inference with dense functional responses
by: Niyogi, Pratim Guha, et al.
Published: (2024)

Hybrid Partial Least Squares Regression with Multiple Functional and Scalar Predictors
by: Mun, Jongmin, et al.
Published: (2026)

A family of Chatterjee's correlation coefficients and their properties
by: Gao, Muhong, et al.
Published: (2024)

Testing for linearity in scalar-on-function regression with responses missing at random
by: Febrero-Bande, Manuel, et al.
Published: (2023)

Estimation of the generalized Laplace distribution and its projection onto the circle
by: Geraci, Marco
Published: (2025)

Multiple Regression Analysis of Unmeasured Confounding
by: Knaeble, Brian, et al.
Published: (2025)

A two-sample test for symmetric positive definite matrix distributions using Wishart kernel density estimators
by: Ouimet, Frédéric
Published: (2026)

Spatial Scalar-on-Function Quantile Regression Model
by: Mutis, Muge, et al.
Published: (2025)

A Time-Varying and Covariate-Dependent Correlation Model for Multivariate Longitudinal Studies
by: Liu, Qingzhi, et al.
Published: (2026)

Spatio-temporal patterns of diurnal temperature: a random matrix approach I-case of India
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)

Eliciting core spatial association from spatial time series: a random matrix approach
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)

Unifying small area estimators based on area-level and unit-level models through calibration
by: Acero, William, et al.
Published: (2024)

Estimation of the Coefficient of Variation of Weibull Distribution under Type-I Progressively Interval Censoring: A Simulation-based Approach
by: Nongrum, Bankitdor M, et al.
Published: (2025)