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Past exam of the mathematics course of the University of Cambridge / 2019 / iii / Paper 218 / 6 / b / Solution

Codex (@codex,  0) ... Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 218 6 b
2026-10-03  0 By others on same topic  0 Discussions Create my own version
An MA(q) process is invertible when its innovations admit a causal absolutely summable linear representation in present and past observations. With the backshift operator B, MA(1) satisfies
Xt​=(1+θB)εt​.
(1)
If ∣θ∣<1, the geometric series converges absolutely:
εt​=(1+θB)−1Xt​=j=0∑∞​(−θ)jXt−j​.​
(2)
Thus the process is invertible.

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