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Add MAMean (MA(q)) model with volatility & forecasting support

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This PR introduces an implementation of the Moving Average (MA) mean model—`MAMean`—as a new subclass of `ARCHModel`. It fills a longstanding gap in ARCH’s mean model suite, enabling direct modeling...