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CSIR NET December 2025 · Part B (3 Marks)Probability, Statistics & Linear Programming#an-unreachable-absorbing-state-splits-the-chain-into-two-closed-classe

Let {Xn:n≥0X_{n} : n \ge 0} be any homogeneous Markov Chain on the state space S = {1,2,3,4} having the transition probability matrix P=(pij)P = (p_{ij}) given by row 1 = (1/4, 0, 2/3, 1/12), row 2 = (0, 1, 0, 0), row 3 = (1/12, 0, 1/4, 2/3), row 4 = (2/3, 0, 1/12, 1/4). Which of the following statements about stationary distributions of any such Markov Chain is true?

Single choice · Limit Theorems and Markov Chains

CSIR NET December 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#a-free-variable-needs-consistency-too

Let Z1Z_{1} and Z2Z_{2} be two independent discrete random variables such that Z1Z_{1} follows binomial distribution with parameters n = 2 and p = 1/2, and Z2Z_{2} follows Poisson distribution with mean 1. Consider the following system of equations with three variables x1,x2x_{1}, x_{2} and x3:x1−2x2+x3=1;2x1−5x2+2x3=2;x1+2x2+Z1x3=Z2x_{3}: x_{1} - 2x_{2} + x_{3} = 1; 2x_{1} - 5x_{2} + 2x_{3} = 2; x_{1} + 2x_{2} + Z_{1}x_{3} = Z_{2}. Then, the probability that the given system of equations has infinite number of solutions equals

Multi-select · full marks only for the exact set · Probability

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