I am wondering: is the notation $I(X;Y|Z)$ used to denote the mutual information between probabilities of $X$ and $Y|Z$ or between $X|Z$ and $Y|Z$?
2026-03-26 19:01:53.1774551713
What is the exact meaning of $I(X;Y|Z)$ in Information Theory?
208 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
Related Questions in PROBABILITY
- How to prove $\lim_{n \rightarrow\infty} e^{-n}\sum_{k=0}^{n}\frac{n^k}{k!} = \frac{1}{2}$?
- Is this a commonly known paradox?
- What's $P(A_1\cap A_2\cap A_3\cap A_4) $?
- Prove or disprove the following inequality
- Another application of the Central Limit Theorem
- Given is $2$ dimensional random variable $(X,Y)$ with table. Determine the correlation between $X$ and $Y$
- A random point $(a,b)$ is uniformly distributed in a unit square $K=[(u,v):0<u<1,0<v<1]$
- proving Kochen-Stone lemma...
- Solution Check. (Probability)
- Interpreting stationary distribution $P_{\infty}(X,V)$ of a random process
Related Questions in CONDITIONAL-PROBABILITY
- Given $X$ Poisson, and $f_{Y}(y\mid X = x)$, find $\mathbb{E}[X\mid Y]$
- Finding the conditional probability given the joint probability density function
- Easy conditional probability problem
- Conditional probability where the conditioning variable is continuous
- probability that the machine has its 3rd malfunction on the 5th day, given that the machine has not had three malfunctions in the first three days.
- Sum of conditional probabilities equals 1?
- Prove or disprove: If $X | U$ is independent of $Y | V$, then $E[XY|U,V] = E[X|U] \cdot E[Y|V]$.
- Conditional probability and binomial distribution
- Intuition behind conditional probabilty: $P(A|B)=P(B\cap A)/P(B)$
- Transition Probabilities in Discrete Time Markov Chain
Related Questions in INFORMATION-THEORY
- KL divergence between two multivariate Bernoulli distribution
- convexity of mutual information-like function
- Maximizing a mutual information w.r.t. (i.i.d.) variation of the channel.
- Probability of a block error of the (N, K) Hamming code used for a binary symmetric channel.
- Kac Lemma for Ergodic Stationary Process
- Encryption with $|K| = |P| = |C| = 1$ is perfectly secure?
- How to maximise the difference between entropy and expected length of an Huffman code?
- Number of codes with max codeword length over an alphabet
- Aggregating information and bayesian information
- Compactness of the Gaussian random variable distribution as a statistical manifold?
Related Questions in ENTROPY
- Relation between Shanon entropy via relation of probabilities
- How to maximise the difference between entropy and expected length of an Huffman code?
- Appoximation of Multiplicity
- Two questions about limits (in an exercise about the axiomatic definition of entropy)
- Computing entropy from joint probability table
- Joint differential entropy of sum of random variables: $h(X,X+Y)=h(X,Y)$?
- What is the least prime which has 32 1-bits?
- Eggs, buildings and entropy
- Markov chains, entropy and mutual information
- Entropy and Maximum Mutual Information
Trending Questions
- Induction on the number of equations
- How to convince a math teacher of this simple and obvious fact?
- Find $E[XY|Y+Z=1 ]$
- Refuting the Anti-Cantor Cranks
- What are imaginary numbers?
- Determine the adjoint of $\tilde Q(x)$ for $\tilde Q(x)u:=(Qu)(x)$ where $Q:U→L^2(Ω,ℝ^d$ is a Hilbert-Schmidt operator and $U$ is a Hilbert space
- Why does this innovative method of subtraction from a third grader always work?
- How do we know that the number $1$ is not equal to the number $-1$?
- What are the Implications of having VΩ as a model for a theory?
- Defining a Galois Field based on primitive element versus polynomial?
- Can't find the relationship between two columns of numbers. Please Help
- Is computer science a branch of mathematics?
- Is there a bijection of $\mathbb{R}^n$ with itself such that the forward map is connected but the inverse is not?
- Identification of a quadrilateral as a trapezoid, rectangle, or square
- Generator of inertia group in function field extension
Popular # Hahtags
second-order-logic
numerical-methods
puzzle
logic
probability
number-theory
winding-number
real-analysis
integration
calculus
complex-analysis
sequences-and-series
proof-writing
set-theory
functions
homotopy-theory
elementary-number-theory
ordinary-differential-equations
circles
derivatives
game-theory
definite-integrals
elementary-set-theory
limits
multivariable-calculus
geometry
algebraic-number-theory
proof-verification
partial-derivative
algebra-precalculus
Popular Questions
- What is the integral of 1/x?
- How many squares actually ARE in this picture? Is this a trick question with no right answer?
- Is a matrix multiplied with its transpose something special?
- What is the difference between independent and mutually exclusive events?
- Visually stunning math concepts which are easy to explain
- taylor series of $\ln(1+x)$?
- How to tell if a set of vectors spans a space?
- Calculus question taking derivative to find horizontal tangent line
- How to determine if a function is one-to-one?
- Determine if vectors are linearly independent
- What does it mean to have a determinant equal to zero?
- Is this Batman equation for real?
- How to find perpendicular vector to another vector?
- How to find mean and median from histogram
- How many sides does a circle have?
$$ I(X;Y|Z) = \sum_{x,y,z}p(x,y,z)\log{p(x,y|z)\over p(x|z)p(y|z)} $$ so it isn't either of those things, but the mutual information between $X|Z$ and $Y|Z$ is a better description.
[Reference: equation (2.118) of Information Theory and Network Coding by R. Yeung.]