II.
LibrarySkill overview
Reference · livelib-skill:mathematics--sensitivity-analysis-uq
sensitivity-analysis-uq overview
Global sensitivity analysis methods
Attributes
displayName
sensitivity-analysis-uq
description
Global sensitivity analysis methods
libraryPath
library/specializations/domains/science/mathematics/skills/sensitivity-analysis-uq/SKILL.md
specialization
mathematics
contentSummary
# Sensitivity Analysis (UQ)
## Purpose
Provides global sensitivity analysis methods for understanding model behavior and input importance.
## Capabilities
- Sobol indices computation
- Morris screening method
- FAST (Fourier amplitude sensitivity test)
- Correlation-based sensitivity
Outgoing edges
lib_applies_to_domain1
- domain:mathematics·DomainMathematics
lib_belongs_to_specialization2
- specialization:computational-mathematics·SpecializationComputational Mathematics
- specialization:mathematics·SpecializationMathematics
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:research-scientist·RoleResearch Scientist
- role:data-scientist·RoleData Scientist
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
- skill-area:data-analysis·SkillAreaData Analysis
Incoming edges
None.