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Causal Inference
Probability and Statistics Fundamentals
Potential outcomes framework
Randomized experiments
Observational Studies & Confounding
Matching and propensity scores
Instrumental variables
Regression discontinuity designs
Difference-in-Differences & Panel Data Methods
Causal Graphs & Structural Models
Causal Discovery & Learning Algorithms
Social Science & Policy Evaluation Applications
Causal Inference: Limitations and Frontiers
Glossary
All Key Terms
Causal Inference
Browse all Causal Inference Key Terms
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2SLS
2x2 factorial design
3x2 factorial design
A
A/B Testing
Abadie and Gardeazabal
Abadie, Diamond, and Hainmueller
Accuracy
Achievement gap
Adaptive bandwidth
Adjusted R-squared
Adjustment
Adjustment Methods
Age as a confounder
AIC
AIC (Akaike Information Criterion)
AIPW
AIPW Estimator
Alternative Hypothesis
Ancestral Graph
Andrey Kolmogorov
Angrist
Angrist & Pischke
Angrist and Pischke
ANOVA
Anticipation Effects
Arellano & Bond
Assignment variable
Assumption of No Confounding
Assumption Testing
Assumptions for valid extrapolation
Asymptotic Normality
Asymptotic Unbiasedness
ATE
ATT
Attributable risk
Attribution Modeling
Attrition
Attrition Bias
AUC-ROC
Augmented inverse probability weighting
Average Treatment Effect
Average Treatment Effect (ATE)
Average Treatment Effect on the Treated
Average Treatment Effect on the Treated (ATT)
B
Back-door criterion
Backdoor Criterion
Backdoor Theorem
Backward elimination
Balance checking
Balanced Designs
Bandwidth selection
Baseline characteristics
Baseline Measurement
Baseline measurements
Bayes' Theorem
Bayesian Approach
Bayesian inference
Bayesian Networks
Between Estimator
Bias
Bias Formulas
Bias from unmeasured confounding
Bias in Estimation
Biased causal effect estimates
BIC
Binomial Distribution
Blocked Design
Blocked Randomization
Blocking by treatment
Blocking Techniques
Boosting
Bootstrap methods
Bootstrapping
Bradford Hill Criteria
C
CACE
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About Us
About Fiveable
Blog
Careers
Testimonials
Code of Conduct
Terms of Use
Privacy Policy
CCPA Privacy Policy
Resources
Cram Mode
AP Score Calculators
Study Guides
Practice Quizzes
Glossary
Crisis Text Line
Request a Feature
Report an Issue
© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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