Engineering Investment Process - 1st Edition - ISBN: 9781785481628, 9780081011485

Engineering Investment Process

1st Edition

Making Value Creation Repeatable

Authors: Florian Ielpo Chafic Merhy Guillaume Simon
eBook ISBN: 9780081011485
Hardcover ISBN: 9781785481628
Imprint: ISTE Press - Elsevier
Published Date: 17th March 2017
Page Count: 430
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Description

Engineering Investment Process: Making Value Creation Repeatable explores the quantitative steps of a financial investment process.
The authors study how these steps are articulated in order to make any value creation, whatever the asset class, consistent and robust.
The discussion includes factors, portfolio allocation, statistical and economic backtesting, but also the influence of negative rates, dynamical trading, state-space models, stylized facts, liquidity issues, or data biases.
Besides the quantitative concepts detailed here, the reader will find useful references to other works to develop an in-depth understanding of an investment process.

Key Features

  • Blends academic research with practical experience from quants, fund managers, and economists
  • Puts financial mathematics and econometrics in their rightful place
  • Presents useful information that will increase the reader's understanding of markets
  • Clearly provides both the global framework, the investment process, and the useful econometric and financial tools that help in its construction
  • Includes efficient tools taken from up-to-date econometric and financial techniques

Readership

Professionals that would need guidance in the building of an investment process, both for active and passive fund management. Quantitative and non-quantitative investment managers, emphasizing must-haves and pitfalls that any fund manager should be aware of. Risk managers or any manager needing a reference for assessing the supervision of an investment process (CEOs, regulators). Master class teaching and Academics interested in practical applications of academic research.

Table of Contents

Introduction

  • I.1 Making value creation repeatable
  • I.2 Why do we allocate?
  • I.3 Building a process
  • I.4 Further reading

List of Acronyms

1: Understanding the Investment Universe

  • Abstract
  • 1.1 Introduction
  • 1.2 Computing returns
  • 1.3 Moment estimation
  • 1.4 The time series properties of returns
  • 1.5 Modeling financial returns and why it matters to an investment process
  • 1.6 Living in a world of factors

2: Dealing with Risk Factors

  • Abstract
  • 2.1 Dependence among markets
  • 2.2 Linear factor models
  • 2.3 Risk factor dynamics: the state-space modeling framework
  • 2.4 The liquidity risk factor
  • 2.5 Implications of low rates on risk modeling in fixed-income markets

3: Active Portfolio Construction

  • Abstract
  • 3.1 Introduction
  • 3.2 A theoretical toolbox for allocation
  • 3.3 A focus on mean-variance
  • 3.4 Spectral insights for allocation
  • 3.5 Allocating using views
  • 3.6 Allocating without views
  • 3.7 Dynamic trading

4: Backtesting and Statistical Significance of Performance

  • Abstract
  • 4.1 Introduction
  • 4.2 Backtesting
  • 4.3 Performance statistics
  • 4.4 Statistical significance of performance

5: Gauging Economic Influences on Quantitative Strategies

  • Abstract
  • 5.1 A tale of three strategies
  • 5.2 Building economic condition indices
  • 5.3 Relating business conditions to market performances
  • 5.4 The impact of economic information on a strategy’s performance

Appendix

  • A.1 Useful formulas
  • A.2 Diversification measures
  • A.3 A brief introduction to inverse problems
  • A.4 Tables from Chapter 5

Details

No. of pages:
430
Language:
English
Copyright:
© ISTE Press - Elsevier 2017
Published:
Imprint:
ISTE Press - Elsevier
eBook ISBN:
9780081011485
Hardcover ISBN:
9781785481628

About the Author

Florian Ielpo

Florian Ielpo is Head of Macro Research at Unigestion and associate researcher at University of Paris 1 in France.

Affiliations and Expertise

University of Paris 1 and IPAG Business School, Paris, France

Chafic Merhy

Chafic Merhy is Head of Credit Quantitative Research at Natixis Asset Management. He is also a lecturer at University Paris IX Dauphine.

Affiliations and Expertise

Lecturer, University Paris IX Dauphine.

Guillaume Simon

Guillaume Simon is Research Manager in Equity Statistical Arbitrage for Capital Fund Management.

Affiliations and Expertise

Research manager, Capital Fund Management, Paris, France