For a retail business, which statistical approach would be most suitable to forecast future sales based on historical data?
- Cluster Analysis
- Factor Analysis
- Principal Component Analysis
- Time Series Analysis
Time Series Analysis is the most suitable statistical approach for forecasting future sales in a retail business based on historical data. It considers the temporal order of data points, capturing patterns and trends over time. Factor, cluster, and principal component analyses are used for different purposes.
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