II.
LibrarySkill overview
Reference · livelib-skill:physics--iminuit-statistical-fitter
iminuit-statistical-fitter overview
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
Attributes
displayName
iminuit-statistical-fitter
description
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
libraryPath
library/specializations/domains/science/physics/skills/iminuit-statistical-fitter/SKILL.md
specialization
physics
contentSummary
# iminuit Statistical Fitter
## Purpose
Provides expert guidance on iminuit for statistical fitting in physics, including proper error estimation and profile likelihood calculations.
## Capabilities
- MINUIT minimization algorithms
- HESSE error matrix calculation
- MINOS asymmetric er
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.