II.
LibrarySkill overview
Reference · livelib-skill:physics--emcee-mcmc-sampler
emcee-mcmc-sampler overview
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
Attributes
displayName
emcee-mcmc-sampler
description
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
libraryPath
library/specializations/domains/science/physics/skills/emcee-mcmc-sampler/SKILL.md
specialization
physics
contentSummary
# emcee MCMC Sampler
## Purpose
Provides expert guidance on emcee for Bayesian parameter estimation in physics, including ensemble sampling and convergence diagnostics.
## Capabilities
- Affine-invariant ensemble sampling
- Parallel tempering support
- Autocorrelation analysis
- Conve
Outgoing edges
lib_applies_to_domain1
- domain:physics·DomainPhysics
lib_belongs_to_specialization1
- specialization:physics·SpecializationPhysics
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-scientist·RoleResearch Scientist
- role:computational-scientist·RoleComputational 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.