Slot: imputation_rationale

Justification for the imputation approach chosen, including assumptions made about missing data mechanisms.

__

URI: d4d:imputation_rationale Alias: imputation_rationale

Applicable Classes

Name	Description	Modifies Slot
ImputationProtocol	Description of data imputation methodology, including techniques used to hand...	no

Properties

• Range: String

Identifier and Mapping Information

Annotations

property	value
d4d:docExample	MICE with 20 imputations; predictors: age, sex, HbA1c

Schema Source

• from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type	Mapped Value
self	d4d:imputation_rationale
native	data_sheets_schema:imputation_rationale

LinkML Source

name: imputation_rationale
annotations:
  d4d:docExample:
    tag: d4d:docExample
    value: 'MICE with 20 imputations; predictors: age, sex, HbA1c'
description: 'Justification for the imputation approach chosen, including assumptions
  made about missing data mechanisms.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
rank: 1000
slot_uri: d4d:imputation_rationale
alias: imputation_rationale
owner: ImputationProtocol
domain_of:
- ImputationProtocol
range: string