2010
DOI: 10.1108/03074351011014569
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A practical method to estimate the cost of equity capital for a firm using cluster analysis

Abstract: Purpose -The purpose of this paper is to propose and test a method for selecting a portfolio of public firms which can be used for computing the cost of equity capital for a non-public firm or division of a firm. Design/methodology/approach -This method relies on cluster analysis and a large sample of firms. Using the accounting data from the firms, portfolios are formed that are expected to have a high degree of within-group similarity on measures of systematic risk, such as beta. The average beta of the grou… Show more

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Cited by 12 publications
(11 citation statements)
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“…Recently, Ingram and Margetis (2010) presented a method to form groups of comparable companies with the help of cluster analysis.…”
Section: Discussion Of the Techniquementioning
confidence: 99%
See 1 more Smart Citation
“…Recently, Ingram and Margetis (2010) presented a method to form groups of comparable companies with the help of cluster analysis.…”
Section: Discussion Of the Techniquementioning
confidence: 99%
“…The main challenge in estimating the cost-of-capital for a business unit is that the capital market data required for a regular determination of beta are not available (Chua et al 2006;Ingram and Margetis 2010). The reason is that business units are normally not listed on the stock market, but only the company as a whole.…”
Section: Cost-of-capital Of Business Units and Projectsmentioning
confidence: 98%
“…Cluster analysis is a very commonly used approach in analysing research data collected in sociological, marketing or psychological research to group specific phenomena or objects, such as consumers, clients, and managers (e.g., Khan, Bakkappa, Metri, & Sahay, 2009;Saunders, 1980). Accounting, including management accounting (e.g., Ingram & Margetis, 2010;Nimtrakoon & Tayles, 2015) may also be subjected to grouping. In addition to cluster analysis, descriptive statistics (occurrence frequency of the phenomenon, mean standard deviation, variance) were used in the presentation of the findings.…”
Section: Methodsmentioning
confidence: 99%
“…On the stage of variable selection in the process of model building, cluster analysis is used [58]. Its basis is a selection of research sample among the mining enterprises listed on stock exchanges.…”
Section: Contributions To Mineralizationmentioning
confidence: 99%