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Risk measurement: an introduction to value at risk

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Author Info
Linsmeier, Thomas J.
Pearson, Neil D.
Abstract

This paper is a self-contained introduction to the concept and methodology of "value at risk," which is a new tool for measuring an entity's exposure to market risk. We explain the concept of value at risk, and then describe in detail the three methods for computing it: historical simulation; the variance-covariance method; and Monte Carlo or stochastic simulation. We then discuss the advantages and disadvantages of the three methods for computing value at risk. Finally, we briefly describe some alternative measures of market risk.

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File URL: http://purl.umn.edu/14796
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Publisher Info
Paper provided by University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics in its series ACE Reports with number 14796.

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Date of creation: 1996
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Handle: RePEc:ags:uiucar:14796

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Keywords: Risk and Uncertainty;

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  1. Suleyman Basak & Alex Shapiro, . "Value-at-Risk Based Risk Management: Optimal Policies and Asset Prices," Rodney L. White Center for Financial Research Working Papers 06-99, Wharton School Rodney L. White Center for Financial Research. [Downloadable!]
  2. Mark R. Manfredo. & Raymond M. Leuthold, 1999. "Market Risk Measurement and the Cattle Feeding Margin: An Application of Value-at-Risk," Finance 9908002, EconWPA. [Downloadable!]
  3. Mark R. Manfredo & Raymond M. Leuthold, 1998. "Agricultural Applications of Value-at-Risk Analysis: A Perspective," Finance 9805002, EconWPA. [Downloadable!]
  4. Michael G. Papaioannou, 2006. "A Primer for Risk Measurement of Bonded Debt from the Perspective of a Sovereign Debt Manager," IMF Working Papers 06/195, International Monetary Fund. [Downloadable!]
  5. Suleyman Basak & Alex Shapiro, . "Value-at-Risk Based Risk Management: Optimal Policies and Asset Prices," Rodney L. White Center for Financial Research Working Papers 6-99, Wharton School Rodney L. White Center for Financial Research. [Downloadable!]
  6. Xiongwei Ju & Neil D. Pearson, 1998. "Using Value-at-Risk to Control Risk Taking: How Wrong Can you Be?," Finance 9810002, EconWPA. [Downloadable!]
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