domains / families / science / asymptotic-theory

asymptotic-theory

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M-estimation, influence functions, and semiparametric efficiency theory for causal inference

When to use

• asymptotic properties of estimators
• influence functions
• semiparametric efficiency
• double robustness
• variance estimation
• confidence intervals
• hypothesis testing
• M-estimation

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