Article

Spatial-extent inference for testing variance components in reliability and heritability studies

2023-04-20

Abstract excerpt

Clusterwise inference is a popular approach in neuroimaging to increase sensitivity, but most existing methods are currently restricted to the General Linear Model (GLM) for testing mean parameters. Statistical methods for testing variance components , which are critical in neuroimaging studies that involve estimation of narrow-sense heritability or test-retest reliability, are underdeveloped due to methodologica...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: a9106cff-4b6a-5109-97c5-93ececf90d64
DOI: 10.1101/2023.04.19.537270

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Spatial-extent inference for testing variance components in reliability and heritability studiesDOI 10.1101/2023.04.19.537270Read

Dissociation of reliability, heritability, and predictivity in coarse- and fine-scale functional connectomes during developmentSemantic proximity Read

Comparison of heritability estimates on resting state fMRI connectivity phenotypes using the ENIGMA analysis pipeline.Semantic proximity Read

Identifying associations in dense connectomes using structured kernel principal component regressionSemantic proximity Read

Computation and resource efficient genome-wide association analysis for large-scale imaging studies.Semantic proximity Read

Heritability of regional brain volumes in large-scale neuroimaging and genetic studiesSemantic proximity Read

Mapping consistent, reproducible, and transcriptionally relevant functional connectome hubs of the human brainSemantic proximity Read

Genetic influences on the intrinsic and extrinsic functional organizations of the cerebral cortexSemantic proximity Read

From Maps to Models: A Survey on the Reliability of Small Studies of Task-Based fMRISemantic proximity Read

Heritability of Regional Brain Volumes in Large-Scale Neuroimaging and Genetic Studies.Semantic proximity Read

FGWAS: Functional genome wide association analysis.Semantic proximity Read

Reproducibility of neuroimaging studies of brain disorders with hundreds -not thousands- of participantsSemantic proximity Read

On stability of Canonical Correlation Analysis and Partial Least Squares with application to brain-behavior associationsSemantic proximity Read