II.
LibraryProcess overview
Reference · livelib-process:social-sciences--propensity-score-analysis
propensity-score-analysis overview
Implement propensity score matching, weighting, and stratification methods to estimate treatment effects from observational data while addressing selection bias
Attributes
displayName
propensity-score-analysis
description
Implement propensity score matching, weighting, and stratification methods to estimate treatment effects from observational data while addressing selection bias
libraryPath
library/specializations/domains/social-sciences-humanities/social-sciences/propensity-score-analysis.js
specialization
social-sciences
usesAgents
- covariate-analyst
- ps-estimation-analyst
- ps-method-analyst
- balance-assessment-analyst
- treatment-effect-analyst
- sensitivity-analyst
- psa-quality-reviewer
Outgoing edges
lib_applies_to_domain1
- domain:social-sciences·DomainSocial Sciences
lib_belongs_to_specialization1
- specialization:social-sciences·SpecializationSocial Sciences
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:data-analyst·RoleData Analyst
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:user-research·SkillAreaUser Research
uses_agent1
- lib-agent:venture-capital--sensitivity-analyst·LibraryAgentsensitivity-analyst
Incoming edges
None.