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100   $a19990527d2000      uy         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 00$aComputational finance 1999 /$fedited by Yaser S. Abu-Mostafa ... [et al.]
205   $a1st ed.
210   $aCambridge, Mass. $cMIT Press$dc2000
215   $a1 online resource (732 p.)
300   $aDescription based upon print version of record.
311 08$a9780262511070 
311 08$a026251107X 
311 08$a9780262011785 
311 08$a0262011786 
320   $aIncludes bibliographical references and index.
327   $a""Contents""; ""Preface""; ""Contributors""; ""Introduction""; ""Risk Management and Portfolio Optimization""; ""Importance Sampling and StratiEcation for Value-at-Risk""; ""ConEdence Intervals and Hypothesis Testing for the""; ""Sharpe and Treynor Performance Measures:""; ""A Bootstrap Approach""; ""Conditional Value at Risk""; ""Advances in Importance Sampling""; ""Arbitrage and the APTZA Note""; ""Bayesian Network Models of Portfolio Risk and Return""; ""Volatility""; ""Change of Measure in Monte Carlo Integration""; ""via Gibbs Sampling with an Application to""
327   $a""Stochastic VolatilityModels""""Comparing Models of Intra daySeasonal Volatility""; ""in the Foreign Exchange Market""; ""A Symbolic Dynamics Approach to Volatility Prediction""; ""Does Volatility Timing Matter?""; ""Time Series Methods""; ""Goodness of FitG Stability and Data Mining""; ""A Bayesian Approach to Estimating Mutual Fund Returns""; ""Independent Component Ordering in ICS Snalysis""; ""of Financial Data""; ""Curved Gaussian Models with Spplication to Modeling""; ""Foreign Exchange Rates""; ""Nonparametric EJciency Testing of Ssian""; ""Foreign Exchange Markets""
327   $a""Term Structure of Interactions of Foreign Exchange Rates""""Exchange Rates and FundamentalsA?? Evidence from""; ""Out(of(Sample Forecasting Using Neural Networks""; ""Dynamic Trading Strategies""; ""Trading Models as Specimcation Tools""; ""Statistical Arbitrage Models of the FTSE JDD""; ""Implementing Trading Strategies for Forecasting Models""; ""Using Nonlinear Neurogenetic Models with Prokt Related""; ""Objective Functions to Trade the US THbond Future""; ""Parameter Tuning in Trading Algorithms Using ASTA""; ""Hedge Funds Styles""
327   $a""Optimization ofTechnical Trading Strategy Using Split""""Search Genetic Algorithms""; ""Trading Mutual Funds with PieceMwise Constant Models""; ""Minimizing Downside Risk via Stochastic""; ""Dynamic Programming""; ""jn Optimal VinaryPredictor for an Investor""; ""in Futures Market""; ""jn Introduction to Risk Neutral Forecasting""; ""TemporalyDiyerence Learning and jpplications""; ""in Finance""; ""Heterogeneous Agents""; ""Technical Trading Creates a PrisonerCs DilemmaK""; ""Results from an Agenta???Based Model""; ""Cycles of Market Stability and Instability Due to""
327   $a""Endogenous Use of Technical Trading Rules""""Relative Performance of Incentive Mechanisms in""; ""Delegated InvestmentsK A Computational Study""; ""Credit Risk""; ""Rules Extractions from BanksP Bankrupt Data Using""; ""Connectionist and Symbolic Learning Algorithms""; ""Evaluating Bank Lending Policy and Consumer""; ""Credit Risk""; ""Loan Duration and Bank Lending Policy""; ""Option Pricing""; ""Estimation of Stochastic Volatility Models for the Purpose""; ""of Option Pricing""; ""Option Pricing via Genetic Programming""; ""Nonparametric Testing of ARCH for Option Pricing""
327   $a""A Computational Framework for Contingent Claim""
330   $aThis book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation.
517 3 $aComputational finance nineteen ninety nine
606   $aFinance$xData processing$vCongresses
606   $aFinance$xMathematical models$vCongresses
615  0$aFinance$xData processing
615  0$aFinance$xMathematical models
676   $a332/.0285
701   $aAbu-Mostafa$b Yaser S.$f1957-$0790665
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910958639403321
996   $aComputational finance 1999$94340766
997   $aUNINA