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Computational Statistics & Data Analysis 47 (2004) 775 790 www.elsevier.com/locate/csda Isotonic single-index model for high-dimensional database marketing Prasad A. Nail, Chilling Tsai Graduate School
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Investment analysts who want to evaluate the relative performance of different securities or asset classes.
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The isotonic single-index model is a statistical model used in finance to estimate the risk and return of a portfolio. It assumes that the relationship between the securities in the portfolio and the overall market can be represented by a single-index.
The requirement to file an isotonic single-index model depends on the specific regulations of the financial institution or regulatory body. It is typically used by portfolio managers and analysts who need to assess the risk and return characteristics of a portfolio.
The process of filling out an isotonic single-index model involves collecting data on the individual securities in the portfolio, as well as data on the overall market index. This data is then used to estimate the parameters of the model, such as the beta coefficients and the expected returns of the securities.
The purpose of the isotonic single-index model is to provide a simplified representation of the risk and return characteristics of a portfolio. It allows investors and analysts to assess the impact of changes in the overall market on the value of their portfolio, and to make informed investment decisions.
The specific information that needs to be reported on an isotonic single-index model may vary depending on the requirements of the financial institution or regulatory body. Generally, it includes the individual securities in the portfolio, their weights, beta coefficients, expected returns, and other relevant metrics.
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