Title:
Principles of quantitative development
Author:
Thulasidas, Manoj.
ISBN:
9780470745700
Personal Author:
Publication Information:
Hoboken, NJ : Wiley, 2010.
Physical Description:
xvi, 235 p. : ill. ; 24 cm. + 1 CD-ROM (4 3/4 in.)
Series:
Wiley finance series
Contents:
Machine derived contents note: List of Figures, Tables and Big Pictures. -- Preface. -- 1 Introduction. -- 1.1 What is a trading platform? -- 1.1.1 Model archival. -- 1.1.2 Incremental deployability. -- 1.1.3 Live data feeds. -- 1.1.4 Trade persistence. -- 1.1.5 Regular processing. -- 1.2 Quants and quantitative developers. -- 1.3 Need for speed. -- 1.4 Implementation options. -- 1.4.1 Outsource to vendor. -- 1.4.2 Use vendor API. -- 1.4.3 Develop in-house. -- 1.4.4 Replace vended systems. -- 1.5 Current trends. -- 1.6 Technical and business aspects of platform design. -- 1.7 Importance of processes. -- 1.8 Objectives and organization. -- Quiz. -- 2 Overview of Banking. -- 2.1 The offices. -- 2.2 Front office. -- 2.2.1 Economists. -- 2.2.2 Structurers. -- 2.2.3 Sales. -- 2.2.4 Trading desks. -- 2.2.5 Desk quants. -- 2.2.6 Platform or quantitative developers. -- 2.2.7 Desk risk management. -- 2.3 Middle office. -- 2.3.1 Product control. -- 2.3.2 Treasury control unit. -- 2.3.3 Market risk management. -- 2.3.4 Credit risk management. -- 2.3.5 Operational risk management. -- 2.3.6 Rates management. -- 2.3.7 Static data management. -- 2.3.8 Compliance and reporting. -- 2.3.9 Market risk management analytics. -- 2.3.10 Asset and liability management. -- 2.4 Back office. -- 2.5 Supporting units. -- 2.6 Summary. -- Quiz. -- 3 Trade Life Cycle. -- 3.1 Pre-trade activities. -- 3.2 Inception. -- 3.3 Validation. -- 3.4 Regular processing. -- 3.5 Life-cycle events. -- 3.6 Termination and settlement. -- 3.7 Post-trade Activities. -- 3.8 Summary. -- Quiz. -- 4 Trade Perspectives. -- 4.1 Trade-centric view. -- 4.2 Model-centric view. -- 4.3 Product-centric view. -- 4.4 Asset-class view. -- 4.5 Queues and status flags. -- 4.6 Aggregate views. -- 4.7 Bottom-line view. -- 4.8 Other perspectives. -- 4.9 Summary. -- Quiz. -- 5 Programming Languages ? Basics and Choices. -- 5.1 Language choice. -- 5.2 Basics of computing. -- 5.2.1 Development cycle. -- 5.2.2 Dependencies and Makefiles. -- 5.2.3 Lexical structure of a programming language. -- 5.3 Object-oriented languages. -- 5.3.1 Basics of object-oriented methodology. -- 5.3.2 Advantages and disadvantages of the object-oriented approach. -- 5.4 Functional programming. -- 5.5 Summary. -- Quiz. -- 6 Trading Platform Design. -- 6.1 General design considerations. -- 6.1.1 Maintainability and documentation. -- 6.1.2 Scalability and extensibility. -- 6.1.3 Security and access control. -- 6.2 Architecture components. -- 6.2.1 Trade representation. -- 6.2.2 Market representation. -- 6.2.3 Static data management. -- 6.2.4 Quant library. -- 6.2.5 Trade transformations and operations. -- 6.2.6 Settlement triggers or pathways. -- 6.2.7 Batch processing and grid computing. -- 6.2.8 Credit replication. -- 6.2.9 Security and audit model. -- 6.2.10 Documentation and support model. -- 6.3 Example architecture. -- 6.4 Advanced architecture. -- 6.5 Summary. -- Quiz. -- 7 Computing Patterns for Trading. -- 7.1 Facade pattern. -- 7.2 Visitor pattern. -- 7.3 Singleton pattern. -- 7.4 Factory patterns. -- 7.5 Component object model. -- 7.6 Summary. -- Quiz. -- 8 Flexible Derivatives Pricing Tool. -- 8.1 Design scope. -- 8.2 Design goals and features. -- 8.2.1 Pricing tool features. -- 8.2.2 Data types support. -- 8.3 User interface. -- 8.3.1 Main control interface. -- 8.3.2 Create/edit product. -- 8.3.3 Create/edit model. -- 8.3.4 Generating a function template. -- 8.3.5 Complex parameter visualization. -- 8.3.6 Pricing interface. -- 8.3.7 Visualization interface. -- 8.3.8 Finite difference engine. -- 8.4 Summary. -- Quiz. -- 9 Pricing Tool to Trading Platform. -- 9.1 Pricing tool: internals. -- 9.1.1 Common quant classes. -- 9.1.2 Main interfaces. -- 9.1.3 Pluggable pricing models. -- 9.1.4 Reusable components. -- 9.1.5 Source code documentation. -- 9.1.6 External packages. -- 9.2 Future enhancements. -- 9.2.1 Trade database. -- 9.2.2 Market data. -- 9.2.3 Life-cycle management. -- 9.2.4 Security and access control. -- 9.2.5 Batch process. -- 9.3 Summary. -- Quiz. -- 10 Summing Up. -- 10.1 Epilogue. -- 10.2 Further reading. -- 10.2.1 Quantitative finance. -- 10.2.2 Computing. -- 10.2.3 Economics. -- Appendix. -- A.1 CD Contents. -- A.2 Historical perspective. -- Glossary of Terms. -- Index.