I have a random experiment with its probability space $(\Omega, \cal{F}, P)$ but no random variable defined over it. Is there any formal language for describing the variability of the random experiment? E.g. I feel the following three experiments have increasing variability, but I am not sure how to formalize this feeling (or if you have a different feeling, how to formalize that):
- $\Omega=\{\omega_1\}$, $\quad\ $ $Pr(\omega_1)=1$
- $\Omega=\{\omega_1,\omega_2\}$, $Pr(\omega_1)=0.9$, $Pr(\omega_2)=0.1$
- $\Omega=\{\omega_1,\omega_2\}$, $Pr(\omega_1)=Pr(\omega_2)=0.5$
I am not opposing to the idea of introducing a random variable if that helps. I am just saying there is none in the original setup.