Historical Trend Analysis Analysed

Dale Shermon
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引用次数: 2

Abstract

This article describes three alternative approaches to historical trend analysis. First, the study considers the trend over time of the complexities of past systems. This results from the application of a parametric cost model (PRICE H) to the normalisation of historical projects' costs and to the plotting of the complexity over time. Second, the trend over time of the equipment production cost, which has been observed as ‘the cost of successive generations of equipment to continue to rise at above the rate of inflation,’ commonly referred to as ‘Defence equipment cost growth.’ Finally, an analysis of technology over time through the application of multi-variable, forward step-wise regression (true concepts methodology)—one of the variables in the regression analysis being the cost residual versus time representing the cost of technology growth. The article describes the advantages and disadvantages of each historical trends analysis method. The research study indicates when each method might be applicable and in what circumstances it is dangerous to consider their usage. A case study has been used to consider the effect and accuracy of each of the methods. This review has considered the historical trend for a particular system and predicted the future cost of a possible acquisition. The objective of the study is to stimulate discussion amongst the cost community as to the usage of historical trends analysis, a common term that has not matured in many ways. The historical trends analysis technique is transferable and equally applicable to commercial or government organisations wishing to predict their own costs.
历史趋势分析
本文描述了历史趋势分析的三种替代方法。首先,该研究考虑了过去系统复杂性随时间变化的趋势。这是由于将参数化成本模型(PRICE H)应用于历史项目成本的标准化和复杂性随时间的绘图。第二,随着时间的推移,设备生产成本的趋势,被观察为“连续几代设备的成本将继续以高于通货膨胀率的速度上升”,通常被称为“国防设备成本增长”。最后,通过应用多变量、前向逐步回归(真概念方法)对技术随时间的变化进行分析——回归分析中的一个变量是代表技术增长成本的剩余成本与时间的关系。文章描述了每种历史趋势分析方法的优缺点。研究表明,每种方法何时可能适用,以及在什么情况下考虑使用它们是危险的。通过一个案例研究来考虑每种方法的效果和准确性。该审查考虑了特定系统的历史趋势,并预测了可能收购的未来成本。这项研究的目的是激发成本界对历史趋势分析的使用进行讨论,这是一个在许多方面尚未成熟的常用术语。历史趋势分析技术是可转让的,同样适用于希望预测自己成本的商业或政府组织。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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