用销售百分比法测量预测误差

Fernando E. Arellano, Yasir Agha
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引用次数: 0

摘要

销售百分比法通常用于预测损益表和资产负债表,假设成本变化与销售变化的比例相同,并使用销售预测作为代理。由于固定成本存在于短期内,销售百分比法在预测短期时可能会导致错误。本文导出了两个方程,用于量化使用销售百分比法预测一期损益表所固有的预测误差。正如预期的那样,方程表明,当固定成本或销售增长率很高时,误差可能是显著的。一个意想不到的结果是,利润率对利润预测误差也起着决定作用。其中包括一个表,显示了一系列导致误差的主要变量的预测误差。
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Measuring Forecast Errors in the Percentage of Sales Method
The percentage of sales method is commonly used to forecast income statements and balance sheets, assuming that costs change in the same proportion as the change in sales and using the sales forecast as a proxy. Since fixed cost is present in the short run, the percentage of sales method can result in errors when forecasting the short run. This paper derives two equations that quantify the forecast errors inherent in forecasting one-period income statements using the percentage of sales method. As expected, the equations show that errors can be significant when fixed cost or sales growth rate are high. An unexpected result is that profit margin also plays a role in determining the profit forecast error. A table showing forecast errors for a range of the main variables causing the errors is included.
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