Instrumental Variables Estimation
OLS is inconsistent when an endogenous regressor is correlated with the error term. Sources: omitted variables, simultaneity, measurement error. IV methods resolve this by isolating exogenous variation through instruments.
In the catalogueeconometricsMIT
1
published study reaches it
+ 18 example
2
records that use it directly
+ 1 example
10
researchers behind those studies
real and example
0
things it builds on directly
Where it sits
left: what it builds on · right: what builds on it · pale: example study template specialist skill connector dataset researcher creator
Contributed by E2ER contributors
How studies reach it
- No Cash Flows, New Owners: Spot Bitco… → Instrumental Variables Estimation
- Minimum wage increases and teen emplo… → econometrics_specialist → Instrumental Variables EstimationExample
- Digital credit scores and lending to … → Empirical → econometrics_specialist → Instrumental Variables EstimationExample
- Stablecoins and the cost of remittanc… → Empirical → econometrics_specialist → Instrumental Variables EstimationExample
- Remote work and promotion chances → Empirical → econometrics_specialist → Instrumental Variables EstimationExample
- Mobile money and household savings in… → Minimum wage increases and teen emplo… → econometrics_specialist → Instrumental Variables EstimationExample
and 13 more
Disciplines it reaches
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 19 studies in total.
Provenance
- Project
- E2ER bundled skills
- Maintained by
- E2ER contributors
- Licence
- MIT
- Source file
- bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/iv-estimation.md
- Identifier
- e2er/econometrics/iv-estimation
Use it
Ships with every installation of E2ER.
Used by
Evaluations
PlannedNo evaluation record yet. An evaluation shows where a skill breaks before others rely on it.
Evaluate this skillDescription
Data model- Discipline
- Economics
- Method family
- Empirical (quantitative)
- Design
- Instrumental variables
- Research stage
- Data analysis
- Contributors
- E2ER contributors (Software, Methodology)
- Usage
- used in 1 template · 1 published study · loaded by 1 specialist · Examples: 1 example template, 4 example studies
- Source
- E2ER repository · skills/files · @3b91f0e
- Record
- skill:e2er/econometrics/iv-estimation · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.