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Machine Learning Practice · End Term · 31 Aug 2025 · May 2025 term · Set 2

Question 7: Which of the following statements about the Augmented Dic…

Question 7

+2 marksOne correct option

Which of the following statements about the Augmented Dickey-Fuller (ADF) test is correct?

  1. A

    The test is used to detect seasonality in a time series

  2. B

    A low p-value (e.g., < 0.05) indicates the time series is non-stationary

  3. C

    The test’s null hypothesis is that the time series is stationary

  4. D

    A low p-value (e.g., < 0.05) indicates the time series is stationary

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Correct answer

  • D

    A low p-value (e.g., < 0.05) indicates the time series is stationary

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Question 7 of 30 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 31 Aug 2025, in the May 2025 term (IIT M IMPROVEMENT AN EXAM QIC4 31 Aug). It carries 2 marks.

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