Cover Image

The $L$-test: Increasing the Linear Model $F$-test's Power Under Sparsity Without Sacrificing Validity

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Paulson, Danielle, Sengupta, Souhardya, Janson, Lucas
Format:	Preprint
Published:	2025
Subjects:	Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The $\ell$-test: leveraging sparsity in the Gaussian linear model for improved inference
by: Sengupta, Souhardya, et al.
Published: (2024)

Low-rank Covariate Balancing Estimators under Interference
by: Sengupta, Souhardya, et al.
Published: (2025)

Conditioning on posterior samples for flexible frequentist goodness-of-fit testing
by: Bhaduri, Ritwik, et al.
Published: (2025)

Chiseling: Powerful and Valid Subgroup Selection via Interactive Machine Learning
by: Cheng, Nathan, et al.
Published: (2025)

Powerful Partial Conjunction Hypothesis Testing via Conditioning
by: Liang, Biyonka, et al.
Published: (2022)

A generalized hypothesis test for community structure in networks
by: Yanchenko, Eric, et al.
Published: (2021)

Semiparametric Inference for Partially Identifiable Data Fusion Estimands via Double Machine Learning
by: Jiang, Yicong, et al.
Published: (2025)

Network Cross-Validation and Model Selection via Subsampling
by: Chakrabarty, Sayan, et al.
Published: (2025)

Increasing power and robustness in screening trials by testing stored specimens in the control arm
by: Katki, Hormuzd A., et al.
Published: (2024)

Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap
by: Ganguly, Indrila, et al.
Published: (2023)

Principled Inference in Dense High-Dimensional Linear Models via Local Conditional Sparsity
by: Xiong, Wenjun, et al.
Published: (2026)

Compositional Covariate Importance Testing via Partial Conjunction of Bivariate Hypotheses
by: Bhaduri, Ritwik, et al.
Published: (2024)

Metropolized Knockoff Sampling
by: Bates, Stephen, et al.
Published: (2019)

Nonparametric FBST for Validating Linear Models
by: Lassance, Rodrigo F. L., et al.
Published: (2024)

Bartholomew's trend test -- approximated by a multiple contrast test
by: Hothorn, Ludwig A.
Published: (2024)

Wasserstein F-tests for Fréchet regression on Bures-Wasserstein manifolds
by: Xu, Haoshu, et al.
Published: (2024)

Likelihood-Based Regression for Weibull Accelerated Life Testing Model Under Censored Data
by: Konar, Rahul, et al.
Published: (2026)

Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis
by: Ham, Dae Woong, et al.
Published: (2022)

Residual permutation test for regression coefficient testing
by: Wen, Kaiyue, et al.
Published: (2022)

Power and sample size calculation for multivariate longitudinal trials using the longitudinal rank sum test
by: Ghosh, Dhrubajyoti, et al.
Published: (2025)

Adaptive L-statistics for high dimensional test problem
by: Ma, Huifang, et al.
Published: (2024)

Optimal Exact Designs of Multiresponse Experiments under Linear and Sparsity Constraints
by: Filová, Lenka, et al.
Published: (2025)

Simultaneous testing of hypotheses and alternatives
by: Koldanov, P. A., et al.
Published: (2025)

On the extensions of the Chatterjee-Spearman test
by: Zhang, Qingyang
Published: (2024)

Retrospective score tests versus prospective score tests for genetic association with case-control data
by: Liu, Yukun, et al.
Published: (2025)

High dimensional alpha test for linear factor pricing model with $L_q$-norm
by: Zhao, Ping, et al.
Published: (2026)

Power of masking methods for adaptive testing in a multivariate normal means problem
by: Chakraborty, Abhinav, et al.
Published: (2026)

Functional Adaptive Double-Sparsity Estimator for Functional Linear Regression Model with Multiple Functional Covariates
by: Cao, Cheng, et al.
Published: (2023)

Using the rejection sampling for finding tests
by: Kuismin, Markku
Published: (2025)

Independent increments and group sequential tests
by: Tsiatis, Anastasios A., et al.
Published: (2025)

The post-hoc test for local dependence
by: Ćmiel, Bogdan, et al.
Published: (2025)

Adaptive sample splitting for randomization tests
by: Zhang, Yao, et al.
Published: (2025)

Sequential Monte-Carlo testing by betting
by: Fischer, Lasse, et al.
Published: (2024)

High dimensional test for functional covariates
by: Jin, Huaqing, et al.
Published: (2024)

Assessing survival models by interval testing
by: Lee, Ben
Published: (2024)

Hypothesis testing for general network models
by: Fu, Kang, et al.
Published: (2024)

The BPgWSP test: a Bayesian Weibull Shape Parameter signal detection test for adverse drug reactions
by: Dyck, Julia, et al.
Published: (2024)

Model selection tests for truncated vine copulas under nested hypotheses
by: Nishi, Ichiro, et al.
Published: (2025)

Hypothesis testing for the uniformity of random geometric graph
by: Yuan, Mingao
Published: (2025)

A simple and powerful test of vaccine waning
by: Perényi, Gellért, et al.
Published: (2025)