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Slot: functional_form

Shape of the term's relationship to the measure. A squared term with a negative coefficient is an inverted-U relationship, not a negative association, so non-linear and transformed terms must not be recorded as linear. A model fitting both a linear and a quadratic form of the same measurement has two terms, not one.

Not where a product is recorded: a non-empty interaction_with is what makes a column a product.

URI: neurostudy_ex:functional_form

Applicable Classes

Name Description Modifies Slot
ModelTerm One term of the model: a column of the design matrix, or the equivalent predi... no

Properties

Type and Range

Property Value
Range ExtractedFunctionalForm
Domain Of ModelTerm
### Slot Characteristics
Property Value
Owner ModelTerm

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

name: functional_form
description: 'Shape of the term''s relationship to the measure. A squared term with
  a negative coefficient is an inverted-U relationship, not a negative association,
  so non-linear and transformed terms must not be recorded as linear. A model fitting
  both a linear and a quadratic form of the same measurement has two terms, not one.

  Not where a product is recorded: a non-empty `interaction_with` is what makes a
  column a product.'
from_schema: https://neurostuff.org/schemas/neuroimaging-study-extraction
rank: 1000
owner: ModelTerm
domain_of:
- ModelTerm
range: ExtractedFunctionalForm