II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--experimental-design-controls
experimental-design-controls overview
Create rigorous experimental protocols with controls, randomization, and blinding - Designs experiments that minimize bias and maximize internal validity through proper control groups, randomization procedures, and blinding protocols.
Attributes
displayName
experimental-design-controls
description
Create rigorous experimental protocols with controls, randomization, and blinding -
Designs experiments that minimize bias and maximize internal validity through proper control groups,
randomization procedures, and blinding protocols.
libraryPath
library/specializations/domains/science/scientific-discovery/experimental-design-controls.js
specialization
scientific-discovery
references
- - Fisher, R.A. (1935). The Design of Experiments - Shadish, W.R. et al. (2002). Experimental and Quasi-Experimental Designs - Schulz, K.F. et al. (2010). CONSORT 2010 Statement
example
const result = await orchestrate('domains/science/scientific-discovery/experimental-design-controls', {
hypothesis: { statement: 'Drug X reduces blood pressure more than placebo' },
variables: { independent: 'drug_vs_placebo', dependent: 'blood_pressure_mmHg' },
population: { target: 'adults with hypertension', size: 200 },
blinding: 'double-blind'
});
usesAgents
- statistical-test-selector
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.