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Determinants of stock market classifications
Authors:B. V. M. Mendes  R. A. C. Martins
Affiliation:1. Institute of Mathematics/COPPEAD Graduate School of Business - UFRJ, Rio de Janeiro, Brazil;2. COPPEAD Graduate School of Business - UFRJ, Rio de Janeiro, Brazil
Abstract:We use discriminant analysis to describe and predict market classifications. Potential discriminators are derived from relevant characteristics of market indices, in particular from the returns’ volatility. Using a training data set, an initial screening on the predictors is carried out and a model-based simple rule is constructed with 96.6% of correct classifications. 10 new markets are allocated to one of the previously defined groups: Developed, Emerging, or Frontier, with only one misclassification. The quantitative approach was able to anticipate classification reviews.
Keywords:Discriminant analysis  developed  emerging  frontier markets  GARCH models
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