Assume $X_1, X_2, X_3$ are independent random variables from a normal distribution with unknown mean $\mu$ and variance $\sigma^2$. Let $W_1=X_1-X_2$ and $W_2=X_1+X_2-2X_3$. I need to show that $W_1$ and $W_2$ are independent. Can I show this using the fact that if $Cov(W_1,W_2)=0$ then they are independent. My wokrings so far: $$\begin{array}CCov(W_1,W_2)=Cov(X_1-X_2,X_1+X_2-2X_3)\\ Cov(W_1,W_2)=\bigr[Cov(X_1,X_1)+Cov(X_1,X_2)+Cov(X_1,-2X_3)+Cov(-X_2,X_1)+Cov(-X_2,X_2)+Cov(-X_2,-2X_3)\bigr]\\Cov(W_1,W_2)= 2Cov(X_2,X_3)-2Cov(X_1,X_3)\\Cov(W_1,W_2)=E(X_2X_3)-E(X_1X_3)\end{array}$$ I'm not sure how to show that $E(X_2X_3)=E(X_1X_3)$
2026-03-25 01:18:07.1774401487
Show the the sums of independent random variables are independent using covariance
99 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
Related Questions in EXPECTATION
- Prove or disprove the following inequality
- Show that $\mathbb{E}[Xg(Y)|Y] = g(Y) \mathbb{E}[X|Y]$
- Need to find Conditions to get a (sub-)martingale
- Expected Value of drawing 10 tickets
- Martingale conditional expectation
- Variance of the integral of a stochastic process multiplied by a weighting function
- Sum of two martingales
- Discrete martingale stopping time
- Finding statistical data for repeated surveys in a population
- A universal bound on expectation $E[X^ke^{-X}]$
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 COVARIANCE
- Let $X, Y$ be random variables. Then: $1.$ If $X, Y$ are independent and ...
- Correct formula for calculation covariances
- How do I calculate if 2 stocks are negatively correlated?
- Change order of eigenvalues and correspoding eigenvector
- Compute the variance of $S = \sum\limits_{i = 1}^N X_i$, what did I do wrong?
- Bounding $\text{Var}[X+Y]$ as a function of $\text{Var}[X]+\text{Var}[Y]$
- covariance matrix for two vector-valued time series
- Calculating the Mean and Autocovariance Function of a Piecewise Time Series
- Find the covariance of a brownian motion.
- Autocovariance of a Sinusodial Time Series
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?
By independence we have $$ E(X_2 X_3) = E(X_2)E(X_3) = \mu^2 = E(X_1)E(X_3) = E(X_1 X_3)$$