Providing Evidence for the Null Hypothesis in Functional Magnetic Resonance Imaging Using Group-Level Bayesian Inference.
Ruslan MasharipovIrina KnyazevaYaroslav NikolaevAlexander KorotkovMichael DidurDenis CherednichenkoMaxim KireevPublished in: Frontiers Neuroinformatics (2021)
Keyphrases
- bayesian inference
- group level
- functional magnetic resonance imaging
- null hypothesis
- human brain
- probabilistic model
- prior information
- hypothesis testing
- distribution free
- statistical significance
- group formation
- data analysis
- correlation analysis
- quality prediction
- individual level
- statistical tests
- human subjects
- pattern classification
- high dimensional
- statistically significant
- goodness of fit
- image data
- probability distribution