Start learning 50% faster. Sign in now
The moving average time series method is ideal for analyzing and forecasting seasonal sales trends as it smooths out short-term fluctuations and highlights long-term trends. In e-commerce, where seasonal variations such as holiday sales significantly impact revenue, the moving average allows analysts to account for cyclical patterns, making it a strong tool for forecasting. By averaging data over specified intervals, it reduces noise and captures the overall sales trend, helping the company estimate future sales based on historical holiday trends. Moving average time series thus provides an accessible and reliable framework for sales trend analysis, directly aligned with the company’s forecasting needs. The other options are incorrect because: • Cross-sectional Analysis analyzes data at a single point in time, unsuitable for trend forecasting. • Linear Regression does not account for seasonality or time-based variations, limiting its application. • Hierarchical Clustering groups data rather than identifies patterns over time. • Random Forest can be used for predictions but is not designed for time-based trend analysis.
What unique features does BharatPe One possess?
_________has collaborated with IBM to deploy future ready infrastructure to enhance scalability and agility & to consolidate its front branch servers ...
Which bank has partnered with the Institute of Rural Management Anand (IRMA)to enhance and expedite the advancement of financial inclusion (FI) and fi...
India's leading bourse NSE has emerged as the world’s largest derivatives exchange group in 2023 by the number of contracts traded, according to the F...
What was the headline Consumer Price Index (CPI) inflation rate noted in the RBI’s March 2025 bulletin?
Which of the following statements about the BSE market capitalization milestone is/are correct?
1. BSE's total market capitalization reached $5 t...
In a move to enhance security, integrity and privacy of financial sector data and bring transparency on fintechs in the country, the Reserve Bank of Ind...
According to the 2025 WHO report, what percentage of the global nursing workforce is female?
Recently NMA has recommended Sankalp Bhumi Banyan tree campus to be declared as a monument of National importance. It is located in ?
Nation First Transit Card has been launched to provide seamless and convenient customer commuting experience and ensure easy digital ticketing fare paym...