Cover Image

Partition-Based Functional Ridge Regression for High-Dimensional Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ashraf, Shaista, Shah, Ismail, Javed, Farrukh
Format:	Preprint
Published:	2026
Subjects:	Methodology Statistics Theory Machine Learning 46N30, 62H10 G.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Functional Liu Regression for Scalar-on-Functional Models in High-Dimensional Settings
by: Ashraf, Shaista, et al.
Published: (2026)

Information bounds for inference in stochastic evolution equations observed under noise
by: Pasemann, Gregor, et al.
Published: (2025)

Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs
by: Kofnov, Andrey, et al.
Published: (2025)

Some Goodness of Fit Tests based on Centre Outward Spacings
by: Singh, Rahul
Published: (2022)

High-dimensional Sobolev tests on hyperspheres
by: Ebner, Bruno, et al.
Published: (2025)

A unified framework for multivariate two-sample and k-sample kernel-based quadratic distance goodness-of-fit tests
by: Markatou, Marianthi, et al.
Published: (2024)

On Stein's test of uniformity on the hypersphere
by: Axmann, Paul, et al.
Published: (2026)

Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces
by: Maturo, Fabrizio, et al.
Published: (2024)

High-Dimensional Change-Point Detection via Angular Kernel Statistics
by: Choudhury, Jyotishka Ray, et al.
Published: (2026)

Evaluation of the number of clusters in a data set using $p$-values from Multiple Tests of Hypotheses
by: Modak, Soumita
Published: (2026)

Optimal Transport-Based Clustering of Attributed Graphs with an Application to Road Traffic Data
by: Gavra, Ioana, et al.
Published: (2025)

A Weighted Regression Approach to Break-Point Detection in Panel Data
by: Pretorius, Charl, et al.
Published: (2025)

Bayesian joint quantile autoregression
by: Castillo-Mateo, Jorge, et al.
Published: (2023)

A nonparametric test for elliptical distribution based on kernel embedding of probabilities
by: Tang, Yin, et al.
Published: (2023)

Robust spectral clustering with rank statistics
by: Cape, Joshua, et al.
Published: (2024)

Adjusted Similarity Measures and a Violation of Expectations
by: Lippitt, William L., et al.
Published: (2026)

Simultaneous Detection and Localization of Mean and Covariance Changes in High Dimensions
by: Cui, Junfeng, et al.
Published: (2025)

Power Analysis for Experiments with Clustered Data, Ratio Metrics, and Regression for Covariate Adjustment
by: Hesterberg, Tim, et al.
Published: (2024)

Functional Clustering of Survival Data via Smoothed Log-Hazard Trajectories: A Risk-Dynamics Perspective
by: De Magistris, Anna, et al.
Published: (2026)

Independence Testing for Mixed Data
by: Jelić, Dana Bucalo, et al.
Published: (2025)

Robust Functional Data Analysis for Stochastic Evolution Equations in Infinite Dimensions
by: Schroers, Dennis
Published: (2024)

Evaluating the role of correlation among markers in prediction models
by: Sabroso-Lasa, Sergio, et al.
Published: (2026)

Regularised Canonical Correlation Analysis: graphical lasso, biplots and beyond
by: Wells, Lennie, et al.
Published: (2024)

Club Exco: clustering brain extreme communities from multi-channel EEG data
by: Guerrero, Matheus B., et al.
Published: (2022)

Kernel-Based Nonparametric Tests For Shape Constraints
by: Sen, Rohan
Published: (2025)

Model-based Clustering for Network Data via a Latent Shrinkage Position Cluster Model
by: Gwee, Xian Yao, et al.
Published: (2023)

A Finite Mixture Failure-rate based Heterogeneous Step-stress Accelerated Life Testing (h-SSALT) Model
by: Palit, Pranoy, et al.
Published: (2026)

On the Unit Teissier Distribution: Properties, Estimation Procedures and Applications
by: Akhter, Zuber, et al.
Published: (2026)

Measuring Extreme Tail Association
by: Das, Bikramjit, et al.
Published: (2026)

Spectral clustering algorithm for the allometric extension model
by: Kawamoto, Kohei, et al.
Published: (2023)

Misspecified Maximum Likelihood Estimation for Non-Uniform Group Orbit Recovery
by: Xu, Sheng, et al.
Published: (2025)

Spectrally Robust Covariance Shrinkage for Hotelling's $T^2$ in High Dimensions
by: Robinson, Benjamin D., et al.
Published: (2025)

On the spherical cardioid distribution and its goodness-of-fit
by: García-Portugués, Eduardo
Published: (2026)

Symmetrisation of a class of two-sample tests by mutually considering depth ranks including functional spaces
by: Gnettner, Felix, et al.
Published: (2023)

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

Extreme-PLS with missing data under weak dependence
by: Girard, Stéphane, et al.
Published: (2025)

Robust statistical inference for accelerated life-tests with one-shot devices under log-logistic distributions
by: González-Calderón, María, et al.
Published: (2025)

Uniform error bound for PCA matrix denoising
by: Tong, Xin T., et al.
Published: (2023)

Parametric convergence rate of a non-parametric estimator in multivariate mixtures of power series distributions under conditional independence
by: Balabdaoui, Fadoua, et al.
Published: (2025)

Approximate Factor Model with S-vine Copula Structure
by: Han, Jialing, et al.
Published: (2025)