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Extending the work of Ederington(1979) and Anderson and Danthine (1981), we examine the problem of hedging multi- assets with multi-futures contracts under discretionary hedging theory. Chapter 2 discuss the measure of hedging contribution through canonical correlation analysis from the market point of view. Upon deriving the hedging effectiveness, a test statistic and its asymptotic distribution is derived through Monte Carlo simulation to measure the significance of the contribution of a new futures contract. In chapter 3, a generalized measure of hedging effective- ness under the multiple spots and multiple futures framework is proposed. It is shown that any affine transformation of futures contracts does not affect the hedging potential. However, affine transformation of spot assets does change the hedging effectiveness. Two other different hedging analysis for the multiple spots and futures framework are also examined, and the redundancy hedging analysis seems to be an excellent one. The short run dynamics and long run equilibrium relation- ship between spots and futures are studied in chapter 4. A dynamic nonlinear error correction mechanism for spot and futures prices under cointegration is proposed to capture the time varying information set. An emperical model obtained from the econometric methodology for S&P500 and New York composite index and index futures has shown the superiority of the proposed procedure.
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