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Enum: MissingDataStrategy

Strategy for handling missing data

URI: revaise:MissingDataStrategy

Permissible Values

Value Meaning Description
COMPLETE_CASE None Complete case analysis only
IMPUTATION None Imputation of missing values
SENSITIVITY_ANALYSIS None Sensitivity analysis for missing data
CONTACT_AUTHORS None Contact authors for missing data
WORST_CASE None Worst-case scenario assumption
BEST_CASE None Best-case scenario assumption
LAST_OBSERVATION None Last observation carried forward

Slots

Name Description
missing_data_strategy Missing data strategy
missing_data_strategy Strategy for handling missing data

Identifier and Mapping Information

Schema Source

  • from schema: https://open-and-sustainable.github.io/revaise-model/schema

LinkML Source

name: MissingDataStrategy
description: Strategy for handling missing data
from_schema: https://open-and-sustainable.github.io/revaise-model/schema
rank: 1000
permissible_values:
  COMPLETE_CASE:
    text: COMPLETE_CASE
    description: Complete case analysis only
  IMPUTATION:
    text: IMPUTATION
    description: Imputation of missing values
  SENSITIVITY_ANALYSIS:
    text: SENSITIVITY_ANALYSIS
    description: Sensitivity analysis for missing data
  CONTACT_AUTHORS:
    text: CONTACT_AUTHORS
    description: Contact authors for missing data
  WORST_CASE:
    text: WORST_CASE
    description: Worst-case scenario assumption
  BEST_CASE:
    text: BEST_CASE
    description: Best-case scenario assumption
  LAST_OBSERVATION:
    text: LAST_OBSERVATION
    description: Last observation carried forward