Detection of Local Differences in Spatial Characteristics Between Two Spatiotemporal Random Fields

DOI10.1080/01621459.2020.1775613zbMath1506.62382OpenAlexW3032940507MaRDI QIDQ5881085

Sooin Yun, Xianyang Zhang, Bo Li

Publication date: 9 March 2023

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

Full work available at URL: https://doi.org/10.1080/01621459.2020.1775613

zbMATH Keywords

multiple testingFDRspatial dependencyspatiotemporal random fieldmirror procedure

Mathematics Subject Classification ID

Random fields (60G60) Inference from spatial processes (62M30) Random fields; image analysis (62M40) Hypothesis testing in multivariate analysis (62H15) Paired and multiple comparisons; multiple testing (62J15)

Uses Software

• EFDR
• smoothfdr

Cites Work

• Unnamed Item
• Unnamed Item
• Central limit theorems and uniform laws of large numbers for arrays of random fields
• Detecting signals in FMRI data using powerful FDR procedures
• Using specially designed exponential families for density estimation
• The positive false discovery rate: A Bayesian interpretation and the \(q\)-value
• On the degrees of freedom in shape-restricted regression.
• The control of the false discovery rate in multiple testing under dependency.
• A stochastic process approach to false discovery control.
• Two sample inference for the second-order property of temporally dependent functional data
• Large-Scale Multiple Testing under Dependence
• Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control
• False Discovery Rates for Spatial Signals
• Empirical Bayes Analysis of a Microarray Experiment
• Nonparametric Hypothesis Testing for a Spatial Signal
• False Discovery Rate Smoothing
• Weighted False Discovery Rate Control in Large-Scale Multiple Testing
• A Self-Normalized Approach to Confidence Interval Construction in Time Series
• Estimating False Discovery Proportion Under Arbitrary Covariance Dependence
• Strong Control, Conservative Point Estimation and Simultaneous Conservative Consistency of False Discovery Rates: A Unified Approach
• A Direct Approach to False Discovery Rates
• Operating Characteristics and Extensions of the False Discovery Rate Procedure
• AdaPT: An Interactive Procedure for Multiple Testing with Side Information
• Spatially Dependent Multiple Testing Under Model Misspecification, With Application to Detection of Anthropogenic Influence on Extreme Climate Events
• False Discovery Control in Large-Scale Spatial Multiple Testing
• Large-Scale Simultaneous Hypothesis Testing
• The Isotonic Regression Problem and Its Dual
• Optimal Bayesian Design by Inhomogeneous Markov Chain Simulation
• Comparison between spatio‐temporal random processes and application to climate model data

This page was built for publication: Detection of Local Differences in Spatial Characteristics Between Two Spatiotemporal Random Fields