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Time Series Analysis Quiz

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1. What is the primary purpose of Time Series Analysis?

2. What characteristic defines a stationary time series?

3. Which model is specifically designed to capture the seasonality in time series data?

4. What does the 'D' in ARIMA model stand for?

5. In Time Series Analysis, what is 'seasonality'?

6. Which component is not typically included in a decomposition of time series data?

7. What method is often used to estimate the trend component in time series analysis?

8. Which of the following is a key assumption of Autoregressive (AR) models?

9. How does the Box-Jenkins Methodology contribute to Time Series Analysis?

10. In the context of ARIMA models, what does 'I' stand for?