We are given that $\epsilon$ and $\lambda$ are uncorrelated random variables with variances $Var[\epsilon] = 2$ and $Var[\lambda] = 3$. We need to find the variance of the linear combination $3\epsilon + \lambda$.
Probability and StatisticsVarianceRandom VariablesLinear CombinationCovarianceUncorrelated Variables
2025/5/14
1. Problem Description
We are given that and are uncorrelated random variables with variances and . We need to find the variance of the linear combination .
2. Solution Steps
Since and are uncorrelated, their covariance is zero, i.e., . We need to find .
We know that for any constants and and random variables and :
In our case, , , , and .
Thus,
Since , the last term vanishes.
Substituting the given values, we get: