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Sextus Empiricus
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The derivative and expectation have the associative property (you can exchange the order) by Leibniz integral rule (computing the expectation is just some sort of integration)

$$\frac{\partial}{\partial \theta} \int_{a}^{b} f(x,\theta) d\,x = \int_a^b \frac{\partial}{\partial \theta} f(x,\theta) d\,x$$

(Note that not every operation has this property and you can have $f(E(X)) \neq E(f(X))$)

The derivative and expectation have the associative property (you can exchange the order) by Leibniz integral rule (computing the expectation is just some sort of integration)

$$\frac{\partial}{\partial \theta} \int_{a}^{b} f(x,\theta) d\,x = \int_a^b \frac{\partial}{\partial \theta} f(x,\theta) d\,x$$

The derivative and expectation have the associative property (you can exchange the order) by Leibniz integral rule (computing the expectation is just some sort of integration)

$$\frac{\partial}{\partial \theta} \int_{a}^{b} f(x,\theta) d\,x = \int_a^b \frac{\partial}{\partial \theta} f(x,\theta) d\,x$$

(Note that not every operation has this property and you can have $f(E(X)) \neq E(f(X))$)

Source Link
Sextus Empiricus
  • 86.5k
  • 6
  • 115
  • 303

The derivative and expectation have the associative property (you can exchange the order) by Leibniz integral rule (computing the expectation is just some sort of integration)

$$\frac{\partial}{\partial \theta} \int_{a}^{b} f(x,\theta) d\,x = \int_a^b \frac{\partial}{\partial \theta} f(x,\theta) d\,x$$