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In time series decomposition, seasonality is often removed to observe the underlying trend, as it allows analysts to analyze the data without the cyclical variations. By isolating seasonality, we can better understand the long-term trend, which reflects the general direction of the data over time. Decomposition methods, like seasonal adjustment, are crucial when the goal is to highlight the trend in time series data for clearer forecasting. Option A (Noise) is incorrect because noise is random and doesn’t follow a regular pattern; it’s often filtered out rather than decomposed. Option C (Irregular Component) is incorrect as irregular components are random and not part of systematic decomposition. Option D (Trend) is incorrect because the trend is typically retained when seasonality is removed. Option E (Stationarity) is incorrect because stationarity is a characteristic of the series rather than a decomposable component.
The Marginal Standing Facility (MSF) rate is linked to which of the following rates?
_______ has got approval for the complete acquisition of Ohm Global Mobility Private (OHM) from OHM International Mobility for a nominal consideration...
Which organization is primarily responsible for ensuring financial inclusion in India?
Which financial instrument provides the right, but not the obligation, to buy or sell an asset at a specified price?
Which act governs the regulation and supervision of NonBanking Financial Companies (NBFCs) in India?
Under the Liberalised Remittance Scheme, all resident individuals, including minors, are allowed to freely remit up to USD ______ per financial year.
USSR was disintegrated in the period ______?
Which of the following banks continue to be identified by Reserve Bank of India as Domestic-Systemically important Banks?
The Rupee's _______ against a basket of currencies has increased, indicating that the Rupee has strengthened against major trading partners.
Which of the following instruments is considered an alternative to cash in the Indian payment system?