II.
LibraryProcess overview
Reference · livelib-process:decision-intelligence--hypothesis-driven-analytics
hypothesis-driven-analytics overview
Hypothesis-Driven Analytics Process - Structured methodology for forming, testing, and validating business hypotheses using data analysis and experimentation.
Attributes
displayName
hypothesis-driven-analytics
description
Hypothesis-Driven Analytics Process - Structured methodology for forming, testing, and validating
business hypotheses using data analysis and experimentation.
libraryPath
library/specializations/domains/business/decision-intelligence/hypothesis-driven-analytics.js
specialization
decision-intelligence
references
- - Data Science for Business: https://www.oreilly.com/library/view/data-science-for/9781449374273/ - Hypothesis-Driven Development
example
const result = await orchestrate('specializations/domains/business/decision-intelligence/hypothesis-driven-analytics', {
projectName: 'Customer Churn Root Cause Analysis',
businessQuestion: 'Why is customer churn increasing in Q4?',
dataContext: { sources: ['CRM', 'Usage Analytics', 'Support Tickets'] }
});
usesAgents
- general-purpose
Outgoing edges
lib_applies_to_domain1
- domain:business-intelligence·DomainBusiness Intelligence
lib_belongs_to_specialization1
- specialization:decision-intelligence·SpecializationDecision Intelligence
lib_implements_workflow1
- workflow:strategic-planning·WorkflowStrategic Planning
lib_involves_role2
- role:data-analyst·RoleData Analyst
- role:business-analyst·RoleBusiness Analyst
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:business-analysis·SkillAreaBusiness Analysis
Incoming edges
None.