Is it a theorem in probability calculus that if $H$ entails $H'$, then $P(H\mid E)\le P(H'\mid E)$ for any $E$? If yes, how do I prove this?
Thanks!
Is it a theorem in probability calculus that if $H$ entails $H'$, then $P(H\mid E)\le P(H'\mid E)$ for any $E$? If yes, how do I prove this?
Thanks!
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$H \subseteq H'$
$\implies H \cap E \subseteq H' \cap E$
$\implies \mathbb{P}(H \cap E) \leq \mathbb{P}(H' \cap E)$
$\implies \frac{\mathbb{P}(H \cap E)}{\mathbb{P}(E)} \leq \frac{\mathbb{P}(H' \cap E)}{\mathbb{P}(E)}$ (Provided that $\mathbb{P}(E) \neq 0$)
$\implies \mathbb{P}(H | E) \leq \mathbb{P}(H' | E)$