Inside the Black Box : The Simple Truth about Quantitative Trading

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Edition: 1st
Format: Hardcover
Pub. Date: 2009-09-08
Publisher(s): Wiley
List Price: $53.45

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Summary

Inside The Black BoxThe Simple Truth About Quantitative TradingRishi K NarangPraise forInside the Black Box"In Inside the Black Box: The Simple Truth About Quantitative Trading, Rishi Narang demystifies quantitative trading. His explanation and classification of alpha will enlighten even a seasoned veteran." -Blair Hull, Founder, Hull Trading & Matlock Trading"Rishi provides a comprehensive overview of quantitative investing that should prove useful both to those allocating money to quant strategies and those interested in becoming quants themselves. Rishi's experience as a well-respected quant fund of funds manager and his solid relationships with many practitioners provide ample useful material for his work." -Peter Muller, Head of Process Driven Trading, Morgan Stanley"A very readable book bringing much needed insight into a subject matter that is not often covered. Provides a framework and guidance that should be valuable to both existing investors and those looking to invest in this area for the first time. Many quants should also benefit from reading this book." -Steve Evans, Managing Director of Quantitative Trading, Tudor Investment Corporation"Without complex formulae, Narang, himself a leading practitioner, provides an insightful taxonomy of systematic trading strategies in liquid instruments and a framework for considering quantitative strategies within a portfolio. This guide enables an investor to cut through the hype and pretense of secrecy surrounding quantitative strategies." -Ross Garon, Managing Director, Quantitative Strategies, S.A.C. Capital Advisors, L.P."Inside the Black Box is a comprehensive, yet easy read. Rishi Narang provides a simple framework for understanding quantitative money management and proves that it is not a black box but rather a glass box for those inside." -Jean-Pierre Aguilar, former founder and CEO, Capital Fund Management"This book is great for anyone who wants to understand quant trading, without digging in to the equations. It explains the subject in intuitive, economic terms." -Steven Drobny, founder, Drobny Global Asset Management, and author, Inside the House of Money"Rishi Narang does an excellent job demystifying how quants work, in an accessible and fun read. This book should occupy a key spot on anyone's bookshelf who is interested in understanding how this ever increasing part of the investment universe actually operates."-Matthew S. Rothman, PhD, Global Head of Quantitative Equity Strategies Barclays Capital"Inside the Black Box provides a comprehensive and intuitive introduction to "quant" strategies. It succinctly explains the building blocks of such strategies and how they fit together, while conveying the myriad possibilities and design details it takes to build a successful model driven investment strategy." -Asriel Levin, PhD, Managing Member, Menta Capital, LLC

Author Biography

Rishi K Narang is the Founding Principal of Telesis Capital LLC, which invests in quantitative trading strategies. Previously, he was managing director and coportfolio manager at Santa Barbara Alpha Strategies. Narang cofounded and was president of Tradeworx, Inc., a quantitative hedge fund manager, from 1999–2002. He has been involved in the hedge fund industry, with a focus on quantitative trading strategies, since 1996. Narang graduated from the University of California at Berkeley with a BA in economics.

Table of Contents

Foreword
Preface
Acknowledgments
The Quant Universe.
Why Does Quant Trading Matter?
The Benefit of Deep Thought
The Measurement and Mismeasurement of Risk
Disciplined Implementation
Summary
An Introduction to Quantitative Trading
What is a Quant?
What is the Typical Structure of a Quantitative Trading System?
Summary
Inside the Black Box.
How Do Quants Make Money?
Answer: Alpha Models
Types of Alpha Models: Theory-driven and Data-driven
Theory-Driven Alpha Models
Data-Driven Alpha Models
Implementing the Strategies
Blending Alpha Models
Summary
Risk Models
Limiting the Amount of Risk
Limiting the Types of Risk
Summary
Transaction Cost Models
Defining Transaction Costs
Types of Transaction Cost Models
Summary
Portfolio Construction Models
Rule-Based Portfolio Construction Models
Portfolio Optimizers
Output of Portfolio Construction Models
How Quants Choose a Portfolio Construction Model
Summary
Execution
Order Execution Algorithms
High Frequency Trading: Blurring the Line between Alpha and Execution
Trading Infrastructure
Summary
Data
The Importance of Data
Types of Data
Sources of Data
Cleaning Data
Storing Data
Summary
Research
Blueprint for Research: The Scientific Method
Idea Generation
Testing
Summary
A Practical Guide for Investors in Quantitative Strategies.
Risks Inherent to Quant Strategies
Model Risk
Regime Change Risk
Exogenous Shock Risk
Contagion, or Common Investor, Risk
How Quants Monitor Risk
Summary
Criticisms of Quant Trading
Setting the Record Straight
Trading is an Art, Not a Science
Quants Cause More Market Volatility by Underestimating Risk
Quants Cannot Handle Unusual Events or Rapid Changes in Market Conditions
Quants are All the Same
Only a Few Large Quants Can Thrive in the Long Run
Quants are Guilty of Data Mining
Summary
Evaluating Quants and Quant Strategies
Gathering Information
Evaluating a Quantitative Trading Strategy
Evaluating the Acumen of Quantitative Traders
The Edge
Evaluating Integrity
How Quants Fit into a Portfolio
Summary
Looking to the Future of Quant Trading.
Notes
About the Author
Index
Table of Contents provided by Publisher. All Rights Reserved.

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