Question
Which of the following statements are true or false. Give reasons
a) is the quadratic form of a positive definite matrix
b) In a bivariate normal distribution then x and y are independent
c) The relation of accessibility in states is transitive.
d) For any pair of discrete random variables X and
e) If {X (t) : t 0 } is a Poisson process, then
, where a is a constant is also a Poisson process.
Answer :
Word Count : 489
Let's go through each statement one by one: ### a) \( Q(x) = X_1^2 - X_2^2 \) is the quadratic form of a positive definite matrix. - False. - The quadratic form \( Q(x) = X_1^2 - X_2^2 \) is not positive definite because for positive definiteness, the matrix should have only positive eigenvalues, and for this expression, it can take negative values (e.g., for \( X_1 = 1 \) and \( X_2 = 1 \), \( Q(x) = 0 \), or for \( X_1 = 1 \) and \( X_2 = 2 \), \( Q(x) = ______ _____ ________ ____ _______ _____.
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Let's go through each statement one by one: ### a) \( Q(x) = X_1^2 - X_2^2 \) is the quadratic form of a positive definite matrix. - False. - The quadratic form \( Q(x) = X_1^2 - X_2^2 \) is not positive definite because for positive definiteness, the matrix should have only positive eigenvalues, and for this expression, it can take negative values (e.g., for \( X_1 = 1 \) and \( X_2 = 1 \), \( Q(x) = 0 \), or for \( X_1 = 1 \) and \( X_2 = 2 \), \( Q(x) = ______ _____ ________ ____ _______ _____.
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