Let $X$ be a random variable, and let $X_1:=g_1(X)$ and $X_2:=g_2(X)$. Does it hold that $X\perp \!\!\! \perp X_1 | (X_1, X_2)$? (This statement is made in the proof of Proposition 1 in the appendix of Tschannen et al. https://openreview.net/pdf?id=rkxoh24FPH)
2026-03-27 16:39:55.1774629595
Conditional Independence Relations for $X_1\leftarrow X\rightarrow X_2$
63 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
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 INDEPENDENCE
- How to prove mutually independence?
- Simple example dependent variables but under some conditions independent
- Perturbing equivalent measures
- How to prove conditional independence properties
- How do I prove A and B are independent given C?
- Forming an orthonormal basis with these independent vectors
- Independence of stochastic processes
- joint probability density function for $ X = \sqrt(V) \cdot cos(\Phi) $ and $ Y = \sqrt(V) \cdot sin(\Phi) $
- How predictable is $Y$, given values of $X_i$s?
- Each vertex of the square has a value which is randomly chosen from a set.
Related Questions in BAYESIAN-NETWORK
- Bayesian updating - likelihood
- Marginalize over C, can I say $\sum_c P(A,B,C)=\sum_c (P(A|C)P(B|C)P(C))=\sum_c P(A|C) \sum_c P(B|C) \sum_c P(C)$
- Determine if the result is positive or not for a system with 95% accuracy
- Real time bayesian analysis
- Can I use independence for bayesian network?
- Counting DOF according to a probabilistic graphical model (MRF, BN)
- How do I make sure that the nodes in a Bayesian network that I'm building all satisfy the Markov condition without painful trial-and-error?
- Bayesian Network Probability
- Converting joint probability to conditional: Is P(A and B | C) = P(A| B,C)P(B)?
- Conditional probability with two coin tosses with two possible coins
Related Questions in CAUSAL-DIAGRAMS
- Controlling confounders in a causal diagram. Isn't the backdoor criterion sufficient?
- Combining P-Values from multiple trials of the same experiment
- Causal Inference A Primer Study Question
- Responses to the study questions from Causal Inference in Statistics (by Judea Pearl).
- Why is causal influence between concepts in Fuzzy Cognitive maps represented by membership functions?
- Prove d-separation path is blocked as long as NOT conditioning on the collider
- For a structured causal model, if two RVs are conditionally independent on X, are they also independent when only one of them is conditioned on X?
- conditioning on the source or target variables in d-separation?
- On the Derivation of Judea Pearl's Front-Door Adjustment Formula in The Book of Why
- How to prove d-separation implies conditional independence?
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?
As already discussed in the comment, a constant random variable is independent of all random variables (see e.g. Independence between a constant random variable and another random variable.), and $X_1\mid(X_1,X_2)$ is constant.