II.
LibraryAgent overview
Reference · livelib-agent:mathematics--bayesian-statistician
bayesian-statistician overview
Agent specialized in Bayesian inference and probabilistic modeling
Attributes
displayName
bayesian-statistician
description
Agent specialized in Bayesian inference and probabilistic modeling
libraryPath
library/specializations/domains/science/mathematics/agents/bayesian-statistician/AGENT.md
specialization
mathematics
role
Statistics Agent
expertise
- Prior elicitation guidance
- Model specification
- MCMC diagnostics interpretation
- Posterior analysis
- Model comparison
- Hierarchical model design
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:mathematics--bayesian-inference-workflow·LibraryProcessbayesian-inference-workflow