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Quality Money Management           
$ 7.79 ($ 7.79 inc Tax)  
 

Category: Money Management

Quality Money Management: Process Engineering and Best Practices for Systematic Trading and Investment by Andrew Kumiega, Benjamin Van Vliet 

The financial markets industry is at the same crossroads as the automotive industry in the late 1970s. Margins are collapsing and customization is rapidly increasing. The automotive industry turned to quality and its no coincidence that in the money management industry many of the spectacular failures have been due largely to problems in quality control. The financial industry in on the verge of a quality revolution.

New and old firms alike are creating new investment vehicles and new strategies that are radically changing the nature of the industry. To compete, mutual funds, hedge fund industries, banks and proprietary trading firms are being forced to quicklyy research, test and implement trade selection and execution systems. And, just as in the early stages of factory automation, quality suffers and leads to defects. Many financial firms fall short of quality, lacking processes and methodologies for proper development and evaluation of trading and investment systems.
Authors Kumiega and Van Vliet present a new step-by-step methodology for such development. Their methodology (called K|V) has been presented in numerous journal articles and at academic and industry conferences and is rapidly being accepted as the preferred business process for the institutional trading and hedge fund industries for development, presentation, and evaluation of trading and investment systems. The K|V model for trading system development combines new product development, project management and software development methodologies into one robust system. After four stages, the methodology requires repeating the entire waterfall for continuous improvement.
The discussion quality and itsapplications to the front office is presented using lessons learned by the authors after using the methodology in the real world. As a result, it is flexible and modifiable to fit various projects in finance in different types of firms. Their methodology works equally well for short-term trading systems, longer-term portfolio management or mutual fund style investment strategies as well as more sophisticated ones employing derivative instruments in hedge funds.
Additionally, readers will be able to quickly modify the standard K|V methodology to meet their unique needs and to quickly build other quantitatively drive applications for finance. At the beginning and the end of the book the authors pose a key question: Are you willing to change and embrace quality for the 21st century or are willing to accept extinction?
The real gem in this book is that the concepts give the reader a road map to avoid extinction.

* Presents a robust process engineering framework for developing and evaluating trading and investment systems
* Best practices along the step-by-step process will mitigate project risk, model risk, and ensure data quality.
* Includes a quality model for backtesting and managing market risk of working systems.

Table of Contents

Preface     vii
Introduction     1
Key Concepts and Definitions of Terms     15
Overview of the Trading/Investment System Development Methodology     29
Managing Design and Development     45
Types of Trading Systems     61
Stage 0: The Money Document     67
Design and Document Trading/Investment Strategy     79
Stage 1: Overview     81
Describe Trading/Investment Idea     87
Research Quantitative Methods     97
Prototype in Modeling Software     105
Check Performance     115
Gate 1     123
Backtest     129
Stage 2: Overview     131
Gather Historical Data     139
Develop Cleaning Algorithms     149
Perform In-Sample/Out-of-Sample Tests     157
Check Performance and Shadow Trade     165
Gate 2     169
Implement     175
Stage 3: Overview     177
Plan and Document Technology Specifications     183
Design System Architecture     193
Build and Document the System     205
Check Performance and Probationary Trade     213
Gate 3     221
Manage Portfolio and Risk     227
Stage 4: Overview     229
Plan Performance and Risk Processes     237
Define Performance Controls     245
Perform SPC Analysis     251
Determine Causes of Variation     263
Kaizen: Continuous Improvement     271
Endnotes     279
Index     287



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