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Risk Measurement, Econometrics and Neural Networks: Selected Articles of the 6th Econometric-Workshop in Karlsruhe, Germany Book

Risk Measurement, Econometrics and Neural Networks: Selected Articles of the 6th Econometric-Workshop in Karlsruhe, Germany
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Risk Measurement, Econometrics and Neural Networks: Selected Articles of the 6th Econometric-Workshop in Karlsruhe, Germany, , Risk Measurement, Econometrics and Neural Networks: Selected Articles of the 6th Econometric-Workshop in Karlsruhe, Germany
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  • Risk Measurement, Econometrics and Neural Networks: Selected Articles of the 6th Econometric-Workshop in Karlsruhe, Germany
  • Written by author Vollmer Karl-Heinz
  • Published by Springer-Verlag New York, LLC, January 1999
  • This book comprises the articles of the 6th Econometric Workshop in Karlsruhe, Germany. In the first part approaches from traditional econometrics and innovative methods from machine learning such as neural nets are applied to financial issues. Neural Net
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Nonparametric Smoothing and Quantile Estimation in Time Series1
Development of a Credit-Standing-Indicator for Companies Based on Financial Statements and Business Information with Backpropagation-Networks17
Data Warehousing and OLAP: Delivering Just-In-Time Information for Decision Support39
Financial Calculations on the Net53
The Durbin-Watson Test for Neural Regression Models57
Neuro-Fuzzy Methods in Finance Applied to the German Stock Index DAX69
Statistical Process Control and its Application in Finance83
An Analysis of the Financing Behavior of German Stock Corporations Using Artificial Neural Networks105
Portfolio Analysis Based on the Shortfall Concept147
Basics of Statistical VaR-Estimation161
On the Accuracy of VaR Estimates Based on the Variance-Covariance Approach189
Confidence Intervals for the Value-at-Risk233
Regulatory Framework for the Risk Management of German Credit Institutions245
Measuring and Managing Credit Portfolio Risk259


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