II.
LibraryAgent overview
Reference · livelib-agent:mathematics--statistical-modeler
statistical-modeler overview
Agent specialized in statistical model selection and diagnostics
Attributes
displayName
statistical-modeler
description
Agent specialized in statistical model selection and diagnostics
libraryPath
library/specializations/domains/science/mathematics/agents/statistical-modeler/AGENT.md
specialization
mathematics
role
Statistics Agent
expertise
- Model assumption checking
- Goodness-of-fit assessment
- Information criterion interpretation
- Cross-validation design
- Model comparison
- Diagnostic interpretation
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
uses_agent1
- lib-process:social-sciences--statistical-analysis-pipeline·LibraryProcessstatistical-analysis-pipeline