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Tools in Data Science · End Term · 22 Dec 2024 · September 2024 term

Question 4: You are fitting an ARIMA model to a stock price time seri…

Question 4

+1 markOne correct option

You are fitting an ARIMA model to a stock price time series. You want to use no moving average component, 5 lags for autoregression, and 1 difference to make the series stationary. Which of the following model specifications should you use?

  1. A

    ARIMA(..., trend = (5,1,0))

  2. B

    ARIMA(..., order = (5,1,0))

  3. C

    ARIMA(..., order = (0,5,1))

  4. D

    ARIMA(..., trend = (0,5,1))

Show answer

Correct answer

  • B

    ARIMA(..., order = (5,1,0))

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Question 4 of 35 in the IIT Madras BS Tools in Data Science (Tools in Data Science (TDS)) End Term paper sat on 22 Dec 2024, in the September 2024 term (IIT M FOUNDATION DIPLOMA FN EXAM QDF1 22 Dec 2024). It carries 1 mark.

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