| Symbol | Description |
| The set of real numbers | |
| The set of natural numbers | |
| The set , | |
| X | Random variable |
| Alphabet for the random variable X | |
| Sequence of random variables | |
| Sequence of random variable realizations, where | |
| , with | |
| For independent random variables, | |
| When the random variables form a Markov chain in that order | |
| i.e., when | |
| If the Markov chain is conditioned upon W |