A hill does not cease to be part of the range because it has been quarried into invisibility; such destruction is evidence of ...

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Abstract: Consider the problem of estimating the expectation of a non linear function of a conditional expectation. This function is allowed to be non-differentiable and discontinuous at a finite set ...

y <- (x-3)^3 + 3*x - .25*(x^2 * (x-3)) + rnorm(n=10000, mean=0, sd=3) dat <- data.frame(x = x, y = y) One of our most fundamental goals as data scientists is to ...

Paolacci, Gabriele; André, Quentin. Probabilistic Outcomes Are Valued Less in Expectation, Even Conditional on Their Realization. Management Science. Nov2024, Vol. 70 Issue 11, p7524-7536. Most ...

Abstract: In this paper, we consider the problem of efficiently estimating a conditional expectation. By formulating the conditional expectation as a ratio of two derivatives, we can apply the ...

This study investigates the optimal use of covariates in reducing variance when analyzing experimental data. We show that finding the variance-minimizing strategy for making use of pre-treatment ...