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Class: MassUnivariateDetails

Payload for a voxelwise, vertexwise, or ROI-wise GLM, mixed-effects model, ANOVA, ANCOVA, or robust regression -- the default family. It adds no fields: what was tested is in Effect and how it was estimated is in ModelEstimation.

A voxelwise mediation analysis is one of these. Each path it reports is estimated by regression, so the fit is mass-univariate and what makes the map a mediation is Effect.mediation -- the path tested, and the term it runs through. Reaching for OtherAnalysisDetails because the word "mediation" has no first-class payload leaves Effect.mediation empty, and an indirect-effect map with no path recorded is indistinguishable from a plain regression on the same predictor.

URI: neurostudy_ex:MassUnivariateDetails

 classDiagram
    class MassUnivariateDetails
    click MassUnivariateDetails href "../MassUnivariateDetails/"
      AnalysisDetails <|-- MassUnivariateDetails
        click AnalysisDetails href "../AnalysisDetails/"

      MassUnivariateDetails : details_type

Inheritance

Slots

Name Cardinality and Range Description Inheritance
details_type 1
String		 The concrete details subclass carried by this payload AnalysisDetails

Identifier and Mapping Information

Schema Source

  • from schema: https://neurostuff.org/schemas/neuroimaging-study-extraction

Mappings

Mapping Type Mapped Value
self neurostudy_ex:MassUnivariateDetails
native neurostudy_ex:MassUnivariateDetails

LinkML Source

Direct

name: MassUnivariateDetails
description: 'Payload for a voxelwise, vertexwise, or ROI-wise GLM, mixed-effects
  model, ANOVA, ANCOVA, or robust regression -- the default family. It adds no fields:
  what was tested is in Effect and how it was estimated is in ModelEstimation.

  A voxelwise **mediation** analysis is one of these. Each path it reports is estimated
  by regression, so the fit is mass-univariate and what makes the map a mediation
  is `Effect.mediation` -- the path tested, and the term it runs through. Reaching
  for OtherAnalysisDetails because the word "mediation" has no first-class payload
  leaves `Effect.mediation` empty, and an indirect-effect map with no path recorded
  is indistinguishable from a plain regression on the same predictor.'
from_schema: https://neurostuff.org/schemas/neuroimaging-study-extraction
rank: 1000
is_a: AnalysisDetails

Induced

name: MassUnivariateDetails
description: 'Payload for a voxelwise, vertexwise, or ROI-wise GLM, mixed-effects
  model, ANOVA, ANCOVA, or robust regression -- the default family. It adds no fields:
  what was tested is in Effect and how it was estimated is in ModelEstimation.

  A voxelwise **mediation** analysis is one of these. Each path it reports is estimated
  by regression, so the fit is mass-univariate and what makes the map a mediation
  is `Effect.mediation` -- the path tested, and the term it runs through. Reaching
  for OtherAnalysisDetails because the word "mediation" has no first-class payload
  leaves `Effect.mediation` empty, and an indirect-effect map with no path recorded
  is indistinguishable from a plain regression on the same predictor.'
from_schema: https://neurostuff.org/schemas/neuroimaging-study-extraction
rank: 1000
is_a: AnalysisDetails
attributes:
  details_type:
    name: details_type
    description: The concrete details subclass carried by this payload. Populated
      from the class itself, not extracted.
    from_schema: https://neurostuff.org/schemas/neuroimaging-study-extraction/analysis_details
    rank: 1000
    designates_type: true
    owner: MassUnivariateDetails
    domain_of:
    - AnalysisDetails
    range: string
    required: true