Matches in SemOpenAlex for { <https://semopenalex.org/work/W4231471330> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W4231471330 abstract "Recent debates about the conventional traditional threshold used in the fields of neuroscience and psychology, namely P < .05, have spurred researchers to consider alternative ways to analyze fMRI data. A group of methodologists and statisticians have considered Bayesian inference as a candidate methodology. However, few previous studies have attempted to provide end users of fMRI analysis tools, such as SPM 12, with practical guidelines about how to conduct Bayesian inference. In the present study, we aim to demonstrate how to utilize Bayesian inference, Bayesian second-level inference in particular, implemented in SPM 12 by analyzing fMRI data available to public via NeuroVault. In addition, to help end users understand how Bayesian inference actually works in SPM 12, we examine outcomes from Bayesian second-level inference implemented in SPM 12 by comparing them with those from classical second-level inference. Finally, we provide practical guidelines about how to set the parameters for Bayesian inference and how to interpret the results, such as Bayes factors, from the inference. We also discuss the practical and philosophical benefits of Bayesian inference and directions for future research." @default.
- W4231471330 created "2022-05-12" @default.
- W4231471330 creator A5042249984 @default.
- W4231471330 creator A5070811213 @default.
- W4231471330 date "2017-12-24" @default.
- W4231471330 modified "2023-10-16" @default.
- W4231471330 title "Using SPM 12’s Second-level Bayesian Inference Procedure for fMRI Analysis: Practical Guidelines for End Users" @default.
- W4231471330 doi "https://doi.org/10.31234/osf.io/j5dmz" @default.
- W4231471330 hasPublicationYear "2017" @default.
- W4231471330 type Work @default.
- W4231471330 citedByCount "0" @default.
- W4231471330 crossrefType "posted-content" @default.
- W4231471330 hasAuthorship W4231471330A5042249984 @default.
- W4231471330 hasAuthorship W4231471330A5070811213 @default.
- W4231471330 hasBestOaLocation W42314713302 @default.
- W4231471330 hasConcept C101112237 @default.
- W4231471330 hasConcept C105795698 @default.
- W4231471330 hasConcept C107673813 @default.
- W4231471330 hasConcept C119857082 @default.
- W4231471330 hasConcept C134261354 @default.
- W4231471330 hasConcept C142291917 @default.
- W4231471330 hasConcept C154945302 @default.
- W4231471330 hasConcept C160234255 @default.
- W4231471330 hasConcept C162376815 @default.
- W4231471330 hasConcept C177264268 @default.
- W4231471330 hasConcept C199360897 @default.
- W4231471330 hasConcept C207201462 @default.
- W4231471330 hasConcept C2776214188 @default.
- W4231471330 hasConcept C33923547 @default.
- W4231471330 hasConcept C41008148 @default.
- W4231471330 hasConcept C95167961 @default.
- W4231471330 hasConceptScore W4231471330C101112237 @default.
- W4231471330 hasConceptScore W4231471330C105795698 @default.
- W4231471330 hasConceptScore W4231471330C107673813 @default.
- W4231471330 hasConceptScore W4231471330C119857082 @default.
- W4231471330 hasConceptScore W4231471330C134261354 @default.
- W4231471330 hasConceptScore W4231471330C142291917 @default.
- W4231471330 hasConceptScore W4231471330C154945302 @default.
- W4231471330 hasConceptScore W4231471330C160234255 @default.
- W4231471330 hasConceptScore W4231471330C162376815 @default.
- W4231471330 hasConceptScore W4231471330C177264268 @default.
- W4231471330 hasConceptScore W4231471330C199360897 @default.
- W4231471330 hasConceptScore W4231471330C207201462 @default.
- W4231471330 hasConceptScore W4231471330C2776214188 @default.
- W4231471330 hasConceptScore W4231471330C33923547 @default.
- W4231471330 hasConceptScore W4231471330C41008148 @default.
- W4231471330 hasConceptScore W4231471330C95167961 @default.
- W4231471330 hasLocation W42314713301 @default.
- W4231471330 hasLocation W42314713302 @default.
- W4231471330 hasLocation W42314713303 @default.
- W4231471330 hasLocation W42314713304 @default.
- W4231471330 hasOpenAccess W4231471330 @default.
- W4231471330 hasPrimaryLocation W42314713301 @default.
- W4231471330 hasRelatedWork W10534740 @default.
- W4231471330 hasRelatedWork W10699555 @default.
- W4231471330 hasRelatedWork W15509920 @default.
- W4231471330 hasRelatedWork W17187019 @default.
- W4231471330 hasRelatedWork W1915252 @default.
- W4231471330 hasRelatedWork W2777878 @default.
- W4231471330 hasRelatedWork W3801212 @default.
- W4231471330 hasRelatedWork W695875 @default.
- W4231471330 hasRelatedWork W731497 @default.
- W4231471330 hasRelatedWork W9895381 @default.
- W4231471330 isParatext "false" @default.
- W4231471330 isRetracted "false" @default.
- W4231471330 workType "article" @default.