II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--experimental-design-reasoning
experimental-design-reasoning overview
Structure investigations with controls, treatments, randomization, and blinding to establish causal relationships
Attributes
displayName
experimental-design-reasoning
description
Structure investigations with controls, treatments, randomization, and blinding to establish causal relationships
libraryPath
library/specializations/domains/science/scientific-discovery/experimental-design-reasoning.js
specialization
scientific-discovery
example
// Input: { researchQuestion: "Does treatment X improve outcome Y?", hypotheses: [...], variables: {...} }
// Output: { experimentalDesign: { type: "RCT", factors: [...] }, protocols: [...], statisticalPlan: {...} }
usesAgents
- statistical-test-selector
- causal-inference-engine
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
None.