Causal Inference
2022-04-30
Propensity Score Matching (PSM)
This article explains the concept of propensity score matching (PSM), a statistical technique used to estimate treatment effects in observational studies.
Statistics
Causal Inference
2022-04-29
Regression Discontinuity Design (RDD)
This article explains Regression Discontinuity Design (RDD) for causal inference.
Statistics
Causal Inference
2022-04-19
Difference in Difference (DID)
This article explains Difference-in-Differences (DID) estimation, a widely used for evaluating causal effects.
Statistics
Causal Inference
2022-04-19
Instrumental Variable
This article explains instrumental variables, a statistical tool that helps separate the causal effect of one variable on another.
Statistics
Causal Inference
2022-04-17
Randomized Controlled Trial (RCT)
This article explains the Randomized Controlled Trials (RCTs) and their role in causal inference.
Statistics
Causal Inference
2022-04-15
Causal Effects
This article explains the causal effects and measures in causal inference.
Statistics
Causal Inference
2022-04-13
Correlation and Causation
This article explains the concepts of correlation and causation, and their differences.
Statistics
Causal Inference
2022-04-12
Causal Inference
This article explains the causal inference, its foundational concepts, fundamental techniques and applications across fields.
Statistics
Causal Inference
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