Statistical Methods for Financial Engineering
نویسنده
چکیده
In the narrow Wall Street interpretation, financial engineering refers to the creation of more specialized financial securities out of more fundamental assets such as collections of stocks, bonds, currencies, or mortgages. Used this way, the term now inevitably evokes memories of the mortgage pool “tranches” that became famous during the financial crisis of 2008–2009. In this instance, the payment stream from an ensemble of lower quality mortgages was divided into separate sub-streams that were sold individually as newly created fixed income securities. The sum of the parts could then be valued at more than the whole because some of the constructed streams could qualify for higher-grade credit ratings than the original pool.
منابع مشابه
Intelligent Computational Methods for Financial Engineering
As a multidisciplinary field, financial engineering is becoming increasingly important in today’s economic and financial world, especially in areas such as portfolio management, asset valuation and prediction, fraud detection, and credit risk management. For example, in a credit risk context, the recently approved Basel II guidelines advise financial institutions to build comprehensible credit ...
متن کاملPh.D. Program in Information and Communication Technologies Curriculum on Electronics and Computer Engineering Dissertation MODELING AND STATISTICAL ANALYSIS OF FINANCIAL MARKETS AND FIRM GROWTH by LINDA PONTA
The quantitative study of financial markets is more and more widespread due to their growing importance in the economy and everyday life. Financial markets can be viewed as real-world complex dynamical systems which are continually evolving, have significant practical importance and produce an enormous amount of data recording the aggregate action of many participants. In recent years, the quan...
متن کاملThe Influence Of The Gross Regional Product On The Formation Of The Financial Potential Of The Region
The relevance of the research topic is due to the fact that in the current economic conditions, the availability of sufficient financial resources in the regions of Ukraine is a prerequisite for the formation of their strong financial potential and the basic basis for ensuring sustainable economic development of the regions. Therefore, the issues of shaping and enhancing the financial capacity ...
متن کاملNew Statistical and Econometric Approaches to Assessing Financial Processes (Banking Sector, Public Debt, Financial Management)
The results of studies on the development of new statistical and econometric approaches to modeling budget policy is presented. The obtained results are applied on the example of tax revenue modeling. The authors note the importance of ensuring transparency and predictability of state financial policy, the realisticness of economic forecasts, because this is the basis of budget modeling. It is ...
متن کاملCredit Card Fraud Detection using Data mining and Statistical Methods
Due to today’s advancement in technology and businesses, fraud detection has become a critical component of financial transactions. Considering vast amounts of data in large datasets, it becomes more difficult to detect fraud transactions manually. In this research, we propose a combined method using both data mining and statistical tasks, utilizing feature selection, resampling and cost-...
متن کامل