Financial Econometrics and Empirical Market Microstructure
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Beschreibung
In the era of Big Data our society is given the unique opportunity to understand the inner dynamics and behavior of complex socio-economic systems. Advances in the availability of very large databases, in capabilities for massive data mining, as well as progress in complex systems theory, multi-agent simulation and computational social science open the possibility of modeling phenomena never before successfully achieved. This contributed volume from the Perm Winter School address the problems of the mechanisms and statistics of the socio-economics system evolution with a focus on financial markets powered by the high-frequency data analysis.
In the era of Big Data our society is given the unique opportunity to understand the inner dynamics and behavior of complex socio-economic systems. Advances in the availability of very large databases, in capabilities for massive data mining, as well as progress in complex systems theory, multi-agent simulation and computational social science open the possibility of modeling phenomena never before successfully achieved. This contributed volume from the Perm Winter School address the problems of the mechanisms and statistics of the socio-economics system evolution with a focus on financial markets powered by the high-frequency data analysis.
Provides recent advances in financial market microstructure modeling Reviews methodology for mortgage portfolio econometrics Introduces novel approaches for stress-testing
Autor*in
Anil K. Bera
Themen in »Financial Econometrics and Empirical Market Microstructure«
Big data analytics Market microstructure Mortgage portfolios Perm winter school Risk management Stress testing quantitative finance