Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
stochastic gradient descent alone. The output is an estimated function ĝ. To obtain an estimate of τ, we take the difference the estimated function at t₀ and t₁, replacing the expectation with the empirical average over all observations with the specified x. For more details, please refer to