n Altemat;ve INFRASTRUCTURE VALUATION INFRASTRUCTURE INVESTOR ~ lns1ght A guide to the valuation of privately held infrastructure equity and debt

Size: px
Start display at page:

Download "n Altemat;ve INFRASTRUCTURE VALUATION INFRASTRUCTURE INVESTOR ~ lns1ght A guide to the valuation of privately held infrastructure equity and debt"

Transcription

1 n Altemat;ve ~ lns1ght INFRASTRUCTURE INVESTOR INFRASTRUCTURE VALUATION A guide to the valuation of privately held infrastructure equity and debt By Frederic Blanc-Brude and Majid Hasan EDHEC.:Risk Institute

2 Figures and tables About the authors 1 lntroduction 1.1 Why infrastructure? 1.2 The demand for benchmarks 1.3 A roadmap 1.4 This book vii xi PART 1: UNDERSTANDING PRIVATELY HELD INFRASTRUCTURE INVESTMENTS 2 The nature of investable infrastructure Existence of investable infrastructure The role of long-term contracts The role of commitment The contractual nature of underlying infrastructure investments Creating and regulating investable infrastructure Monopoly privatisation and regulation Project finance and corporate governance Conclusion: lnfrastructure assets are not real assets 19 3 lnfrastructure project financing Investment delegation and project financing Definition Agency and monitoring in project finance A response to the long-term investment problem Project financing as risk optimisation Conclusion: lnfrastructure project finance as a reference asset 35 4 Risk and the cost of capital in infrastructure projects Construction risk Leverage Revenue risk Contract renegotiation Political risk Conclusion: Systematic sources of risk in project finance 47 iii

3 PART II: ISSUES WITH LONG-TERM INVESTMENT PERFORMANCE MEASURES 5 6 Benchmarking infrastructure investments: Objectives and challenges 5.1 Why benchmark infrastructure investments? 5.2 Two challenges Addressing the challenges of long-term investment benchmarking 6.1 Bayesian inference for long-term investment benchmarking 6.2 Towards intersubjective pricing measures 6.3 Families of generic infrastructure projects PART III: MEASURING THE PERFORMANCE OF INFRASTRUCTURE PROJECT DEBT 7 Objectives and characteristics of infrastructure project debt Objectives Defining infrastructure debt Observable asset values Covenants and embedded options ldentifying default triggers Reorganisations llliquidity and lumpiness Documented performance Conclusion Approaching the valuation of infrastructure debt 8.1 Asset-pricing models 8.2 Corporate debt valuation models 8.3 Proposed approach 8.4 Conclusion Valuation framework 9.1 Intuition 9.2 Cash flow dynamics 9.3 Structural framework Debt restructuring model 10.1 Restructuring upon a technical default 10.2 Restructuring upon a hard default Model implementation 11.1 Cash flow model 11.2 Risk-neutral measure 11.3 Debt rescheduling upon default iv

4 11.4 Algorithm 11.5 Results PART IV: VALUING EQUITY INVESTMENTS IN INFRASTRUCTURE PROJECTS Objectives and approaches 12.1 Objectives 12.2 Existing approaches to private equity valuation 12.3 Proposed approach Expected dividend model 13.1 A Bayesian framework 13.2 Cash flow metrics and risk measures 13.3 Dividend state transitions 13.4 (Conditional) dividend payment distribution 13.5 Prior elicitation Valuation framework 14.1 Modern asset-pricing theory 14.2 A state-space framework Observation (pricing) equation 15.1 Pricing equation 15.2 Matrix formulation 15.3 Observation equation State (discounting) equation 16.1 Term structure model 16.2 Matrix formulation 16.3 State equation Filtering of the term structure 17.1 State-space model 17.2 Filtering and updating 17.3 Parameter estimation 17.4 Model outputs 17.5 Conclusion Model implementation 18.1 Prior elicitation 18.2 Equity cash flow projections 18.3 Results 18.4 Return measures 18.5 Risk measures 18.6 Market dynamics Sensitivity to conditional dividend volatility estimates V

5 PART V: CONCLUSIONS 19 Conclusions 19.1 Key points 19.2 Data collection and standardisation 19.3 Next steps PART VI: TECHNICAL APPENDICES A B Debt valuation A.1 Risk-neutral measure A.2 Risk measures A.3 Return measures Equity valuation B.1 Cash-flow metrics B.2 Bayesian estimates B.3 Pricing equation Bibliography About PEI vi

INFRASTRUCTURE VALUATION

INFRASTRUCTURE VALUATION INFRASTRUCTURE VALUATION A guide to the valuation of privately held infrastructure equity and debt By Frédéric Blanc-Brude and Majid Hasan EDHEC-Risk Institute Published in March 2015 by PEI 6th Floor

More information

EDHEC-Risk Days Europe 2015

EDHEC-Risk Days Europe 2015 EDHEC-Risk Days Europe 2015 Bringing Research Insights to Institutional Investment Professionals 23-25 Mars 2015 - The Brewery - London The valuation of privately-held infrastructure equity investments:

More information

Long horizon investing in infrastructure

Long horizon investing in infrastructure Long horizon investing in infrastructure 1/29 Long horizon investing in infrastructure The journey from investment beliefs to investment delegation and benchmarking Frédéric Blanc-Brude, PhD Research Director

More information

From asset allocation to infrastructure investment

From asset allocation to infrastructure investment From asset allocation to infrastructure investment 1/40 From asset allocation to infrastructure investment A roadmap for the development of institutional investment in infrastructure Frédéric Blanc-Brude,

More information

LONG-TERM INVESTMENT IN INFRASTRUCTURE and the Demand for Benchmarks

LONG-TERM INVESTMENT IN INFRASTRUCTURE and the Demand for Benchmarks LONG-TERM INVESTMENT IN INFRASTRUCTURE and the Demand for Benchmarks FRÉDÉRIC BLANC-BRUDE, EDHEC Business School, EDHEC-Risk Institute In this paper, we argue that long-term investment in thinly traded

More information

The Valuation of Privately-Held Infrastructure Equity Investments

The Valuation of Privately-Held Infrastructure Equity Investments An EDHEC-Risk Institute Publication The Valuation of Privately-Held Infrastructure Equity Investments Theoretical Framework and Data Collection Requirements January 2015 with the support of Institute Table

More information

Long-Term Investment in Infrastructure & Solvency-2

Long-Term Investment in Infrastructure & Solvency-2 Long-Term Investment in Infrastructure & Solvency-2 1/38 Long-Term Investment in Infrastructure & Solvency-2 Implications for the design of the Standard Formula Frédéric Blanc-Brude & Omneia RH Ismail

More information

Data Collection for Infrastructure Investment Benchmarking: Objectives, Reality Check and Reporting Framework

Data Collection for Infrastructure Investment Benchmarking: Objectives, Reality Check and Reporting Framework Data Collection for Infrastructure Investment Benchmarking: Objectives, Reality Check and Reporting Framework Frédéric Blanc-Brude a,1,, Raffaëlle Delacroce c,4, Majid Hasan a, Cledan Mandri-Perrot b,2,

More information

Structural credit risk models and systemic capital

Structural credit risk models and systemic capital Structural credit risk models and systemic capital Somnath Chatterjee CCBS, Bank of England November 7, 2013 Structural credit risk model Structural credit risk models are based on the notion that both

More information

STRATA Dynamic forecasting framework and scenario analysis for operating model optimisation

STRATA Dynamic forecasting framework and scenario analysis for operating model optimisation www.pwc.com STRATA Dynamic forecasting framework and scenario analysis for operating model optimisation September 2017 Creating a link between business strategy, operating model and tax to enhance shareholder

More information

Internal Model Industry Forum (IMIF) Workstream G: Dependencies and Diversification. 2 February Jonathan Bilbul Russell Ward

Internal Model Industry Forum (IMIF) Workstream G: Dependencies and Diversification. 2 February Jonathan Bilbul Russell Ward Internal Model Industry Forum (IMIF) Workstream G: Dependencies and Diversification Jonathan Bilbul Russell Ward 2 February 2015 020211 Background Within all of our companies internal models, diversification

More information

Contract Theory in Continuous- Time Models

Contract Theory in Continuous- Time Models Jaksa Cvitanic Jianfeng Zhang Contract Theory in Continuous- Time Models fyj Springer Table of Contents Part I Introduction 1 Principal-Agent Problem 3 1.1 Problem Formulation 3 1.2 Further Reading 6 References

More information

Market Risk Analysis Volume II. Practical Financial Econometrics

Market Risk Analysis Volume II. Practical Financial Econometrics Market Risk Analysis Volume II Practical Financial Econometrics Carol Alexander John Wiley & Sons, Ltd List of Figures List of Tables List of Examples Foreword Preface to Volume II xiii xvii xx xxii xxvi

More information

One-Period Valuation Theory

One-Period Valuation Theory One-Period Valuation Theory Part 2: Chris Telmer March, 2013 1 / 44 1. Pricing kernel and financial risk 2. Linking state prices to portfolio choice Euler equation 3. Application: Corporate financial leverage

More information

Masterclass on Infrastructure Debt Investment Series

Masterclass on Infrastructure Debt Investment Series Masterclass on Infrastructure Debt Investment - 2018 Series Advanced techniques for asset owners and managers Executive Infrastructure Investment Masterclass EDHEC Infrastructure Institute Natixis UK,

More information

Advanced Operational Risk Modelling

Advanced Operational Risk Modelling Advanced Operational Risk Modelling Building a model to deliver value to the business and meet regulatory requirements Risk. Reinsurance. Human Resources. The implementation of a robust and stable operational

More information

From asset allocation to infrastructure investment

From asset allocation to infrastructure investment From asset allocation to infrastructure investment 1/32 From asset allocation to infrastructure investment A roadmap for the development of institutional investment in infrastructure Frédéric Blanc-Brude,

More information

Financial Analyst Training Programme 10 Days

Financial Analyst Training Programme 10 Days Financial Analyst Training Programme 10 Days Delegate Profile: This course is targeted at delegates who are new to banking and finance and provides a comprehensive overview of financial reporting, financial

More information

Capital Structure and Corporate Governance. The Role of Hybrid Financial Instruments. Lorenzo Sasso

Capital Structure and Corporate Governance. The Role of Hybrid Financial Instruments. Lorenzo Sasso Capital Structure and Corporate Governance The Role of Hybrid Financial Instruments Lorenzo Sasso Wolters Kluwer Law & Business Acknowledgements xi Introduction 1 Part I: Regulatory Issues of Hybrid Financial

More information

Credit Risk Management Santander Brazil

Credit Risk Management Santander Brazil Credit Risk Management Santander Brazil Abril/2010 1 Contents Objectives and scope... 3 Organizational structure... 3 Credit and Market Risks Estructure: first and second level... 3 Mission, principles

More information

Horizontal Agreements and EU Competition Law

Horizontal Agreements and EU Competition Law and EU Competition Law Mark Jephcott Senior Associate, Clifford Chance LLP, London RICHMOND Table of Contents TABLE OF CASES TABLE OF LEGISLATION 1. INTRODUCTION 1 PARTI COMMON HORIZONTAL AGREEMENTS LIKELY

More information

American Option Pricing: A Simulated Approach

American Option Pricing: A Simulated Approach Utah State University DigitalCommons@USU All Graduate Plan B and other Reports Graduate Studies 5-2013 American Option Pricing: A Simulated Approach Garrett G. Smith Utah State University Follow this and

More information

CDS-Implied EDF TM Measures and Fair Value CDS Spreads At a Glance

CDS-Implied EDF TM Measures and Fair Value CDS Spreads At a Glance NOVEMBER 2016 CDS-Implied EDF TM Measures and Fair Value CDS Spreads At a Glance What Are CDS-Implied EDF Measures and Fair Value CDS Spreads? CDS-Implied EDF (CDS-I-EDF) measures are physical default

More information

Optimizing the Incremental Delivery of Software Features under Uncertainty

Optimizing the Incremental Delivery of Software Features under Uncertainty Optimizing the Incremental Delivery of Software Features under Uncertainty Olawole Oni, Emmanuel Letier Department of Computer Science, University College London, United Kingdom. {olawole.oni.14, e.letier}@ucl.ac.uk

More information

1 Business-Cycle Facts Around the World 1

1 Business-Cycle Facts Around the World 1 Contents Preface xvii 1 Business-Cycle Facts Around the World 1 1.1 Measuring Business Cycles 1 1.2 Business-Cycle Facts Around the World 4 1.3 Business Cycles in Poor, Emerging, and Rich Countries 7 1.4

More information

DIVIDEND DISTRIBUTION POLICY FINOLEX CABLES LIMITED

DIVIDEND DISTRIBUTION POLICY FINOLEX CABLES LIMITED DIVIDEND DISTRIBUTION POLICY FINOLEX CABLES LIMITED Registered Office : 26-27, Mumbai Pune Road, Pimpri Pune 411 018. Page 1 of 6 of the Dividend Distribution Policy 1. PREAMBLE 1.1. The Dividend Distribution

More information

FINANCIAL INSTABILITY AND THE INTERNATIONAL DEBT PROBLEM

FINANCIAL INSTABILITY AND THE INTERNATIONAL DEBT PROBLEM FINANCIAL INSTABILITY AND THE INTERNATIONAL DEBT PROBLEM Financiallnstability and the International Debt Problem George McKenzie Direetor Centre/or International Eeonomies, University 0/ Southampton and

More information

Manchester Health and Care Commissioning. Finance Committee. Terms of Reference

Manchester Health and Care Commissioning. Finance Committee. Terms of Reference Manchester Health and Care Commissioning Finance Committee Terms of Reference 1.0 Name The Committee shall be known as the Finance Committee. 2.0 Overview The Finance Committee forms a key element of the

More information

Global and National Macroeconometric Modelling: A Long-run Structural Approach Overview on Macroeconometric Modelling Yongcheol Shin Leeds University

Global and National Macroeconometric Modelling: A Long-run Structural Approach Overview on Macroeconometric Modelling Yongcheol Shin Leeds University Global and National Macroeconometric Modelling: A Long-run Structural Approach Overview on Macroeconometric Modelling Yongcheol Shin Leeds University Business School Seminars at University of Cape Town

More information

Basel II Pillar 3 Disclosures

Basel II Pillar 3 Disclosures DBS GROUP HOLDINGS LTD & ITS SUBSIDIARIES DBS Annual Report 2008 123 DBS Group Holdings Ltd and its subsidiaries (the Group) have adopted Basel II as set out in the revised Monetary Authority of Singapore

More information

The investment game in incomplete markets.

The investment game in incomplete markets. The investment game in incomplete markets. M. R. Grasselli Mathematics and Statistics McMaster University RIO 27 Buzios, October 24, 27 Successes and imitations of Real Options Real options accurately

More information

MANAGEMENT SCIENCE doi /mnsc ec pp. ec1 ec5

MANAGEMENT SCIENCE doi /mnsc ec pp. ec1 ec5 MANAGEMENT SCIENCE doi 10.1287/mnsc.1070.0712ec pp. ec1 ec5 e-companion ONLY AVAILABLE IN ELECTRONIC FORM informs 2007 INFORMS Electronic Companion The Consequences of Ambidexterity in Strategic Alliance

More information

The Current Role of the Appointed Actuary Function in Life Offices

The Current Role of the Appointed Actuary Function in Life Offices The Current Role of the Appointed Actuary Function in Life Offices A paper prepared by the Actuarial Governance Working Party of the Life Board The table on the following pages sets out 11 key aspects

More information

Risk Management in the Australian Stockmarket using Artificial Neural Networks

Risk Management in the Australian Stockmarket using Artificial Neural Networks School of Information Technology Bond University Risk Management in the Australian Stockmarket using Artificial Neural Networks Bjoern Krollner A dissertation submitted in total fulfilment of the requirements

More information

This short article examines the

This short article examines the WEIDONG TIAN is a professor of finance and distinguished professor in risk management and insurance the University of North Carolina at Charlotte in Charlotte, NC. wtian1@uncc.edu Contingent Capital as

More information

The Tactical and Strategic Art of Economic Models

The Tactical and Strategic Art of Economic Models The Tactical and Strategic Art of Economic Models GOTO Copenhagen 2012 Copenhagen, Denmark May 21, 2012 No part of this presentation may be reproduced without the written permission of the author. Donald

More information

Econ 101A Final exam May 14, 2013.

Econ 101A Final exam May 14, 2013. Econ 101A Final exam May 14, 2013. Do not turn the page until instructed to. Do not forget to write Problems 1 in the first Blue Book and Problems 2, 3 and 4 in the second Blue Book. 1 Econ 101A Final

More information

9th Financial Risks International Forum

9th Financial Risks International Forum Calvet L., Czellar V.and C. Gouriéroux (2015) Structural Dynamic Analysis of Systematic Risk Duarte D., Lee K. and Scwenkler G. (2015) The Systemic E ects of Benchmarking University of Orléans March 21,

More information

ENTERPRISE RISK AND STRATEGIC DECISION MAKING: COMPLEX INTER-RELATIONSHIPS

ENTERPRISE RISK AND STRATEGIC DECISION MAKING: COMPLEX INTER-RELATIONSHIPS ENTERPRISE RISK AND STRATEGIC DECISION MAKING: COMPLEX INTER-RELATIONSHIPS By Mark Laycock The views and opinions expressed in this paper are those of the authors and do not necessarily reflect the official

More information

Introduction Credit risk

Introduction Credit risk A structural credit risk model with a reduced-form default trigger Applications to finance and insurance Mathieu Boudreault, M.Sc.,., F.S.A. Ph.D. Candidate, HEC Montréal Montréal, Québec Introduction

More information

Volatility Models and Their Applications

Volatility Models and Their Applications HANDBOOK OF Volatility Models and Their Applications Edited by Luc BAUWENS CHRISTIAN HAFNER SEBASTIEN LAURENT WILEY A John Wiley & Sons, Inc., Publication PREFACE CONTRIBUTORS XVII XIX [JQ VOLATILITY MODELS

More information

GOLDMAN SACHS EQUITY FACTOR INDEX EMERGING MARKETS NET TOTAL RETURN USD METHODOLOGY SUMMARY. Dated: [ ] 2018

GOLDMAN SACHS EQUITY FACTOR INDEX EMERGING MARKETS NET TOTAL RETURN USD METHODOLOGY SUMMARY. Dated: [ ] 2018 GOLDMAN SACHS EQUITY FACTOR INDEX EMERGING MARKETS NET TOTAL RETURN USD INDEX SUPPLEMENT 1. Introduction METHODOLOGY SUMMARY Dated: [ ] 2018 This Index Supplement section of the Goldman Sachs Equity Factor

More information

STATEMENT OF INVESTMENT PRINCIPLES

STATEMENT OF INVESTMENT PRINCIPLES STATEMENT OF INVESTMENT PRINCIPLES NEW AIRWAYS PENSION SCHEME Adopted by the Trustee on 26 October 2016 Page 1 Contents Section 1 Introduction... 3 Section 2 Objectives funding and investment... 4 Section

More information

With Examples Implemented in Python

With Examples Implemented in Python SABR and SABR LIBOR Market Models in Practice With Examples Implemented in Python Christian Crispoldi Gerald Wigger Peter Larkin palgrave macmillan Contents List of Figures ListofTables Acknowledgments

More information

RISK-NEUTRAL VALUATION AND STATE SPACE FRAMEWORK. JEL Codes: C51, C61, C63, and G13

RISK-NEUTRAL VALUATION AND STATE SPACE FRAMEWORK. JEL Codes: C51, C61, C63, and G13 RISK-NEUTRAL VALUATION AND STATE SPACE FRAMEWORK JEL Codes: C51, C61, C63, and G13 Dr. Ramaprasad Bhar School of Banking and Finance The University of New South Wales Sydney 2052, AUSTRALIA Fax. +61 2

More information

Stabilization Policy and the AS/AD

Stabilization Policy and the AS/AD Stabilization Policy and the AS/AD Week 10 Vivaldo Mendes Dep. of Economics Instituto Universitário de Lisboa 25 November 2017 (Vivaldo Mendes ISCTE-IUL ) Macroeconomics I (L0271) 25 November 2014 1 /

More information

CALIFORNIA STATE TEACHERS RETIREMENT SYSTEM RISK MITIGATING STRATEGIES CLASS POLICY

CALIFORNIA STATE TEACHERS RETIREMENT SYSTEM RISK MITIGATING STRATEGIES CLASS POLICY CALIFORNIA STATE TEACHERS RETIREMENT SYSTEM RISK MITIGATING STRATEGIES CLASS POLICY INVESTMENT BRANCH APRIL 2017 R. Risk Mitigating Strategies Policy EXECUTIVE SUMMARY In accordance with the CalSTRS Investment

More information

Decision Support Models 2012/2013

Decision Support Models 2012/2013 Risk Analysis Decision Support Models 2012/2013 Bibliography: Goodwin, P. and Wright, G. (2003) Decision Analysis for Management Judgment, John Wiley and Sons (chapter 7) Clemen, R.T. and Reilly, T. (2003).

More information

New Airways Pension Scheme (NAPS) STATEMENT OF INVESTMENT PRINCIPLES

New Airways Pension Scheme (NAPS) STATEMENT OF INVESTMENT PRINCIPLES New Airways Pension Scheme (NAPS) STATEMENT OF INVESTMENT PRINCIPLES 1. BACKGROUND Under Section 35 of the Pensions Act 1995 ( the Act ), as amended by the Pensions Act 2004 and the Occupational Pension

More information

Workshop Standard on Asset Bank & Liability African Central Management Bank Conference. Developing a Strategic Asset

Workshop Standard on Asset Bank & Liability African Central Management Bank Conference. Developing a Strategic Asset Workshop Standard on Asset Bank & Liability African Central Management Bank Conference Developing a Strategic Asset Strategic Allocation Asset Framework Allocation for Reserves Management 2 October 2013

More information

IDFC CLASSIC EQUITY FUND

IDFC CLASSIC EQUITY FUND IDFC CLASSIC EQUITY FUND IDFC Classic Equity Fund A Diversified Equity Fund A mix of large cap and mid/small cap opportunities. Benchmark sensitive (S&P BSE 200) Underweight/overweight sector weights depending

More information

An Online Algorithm for Multi-Strategy Trading Utilizing Market Regimes

An Online Algorithm for Multi-Strategy Trading Utilizing Market Regimes An Online Algorithm for Multi-Strategy Trading Utilizing Market Regimes Hynek Mlnařík 1 Subramanian Ramamoorthy 2 Rahul Savani 1 1 Warwick Institute for Financial Computing Department of Computer Science

More information

ActiveAllocator Insights

ActiveAllocator Insights ActiveAllocator Insights www.activeallocator.com DISCLAIMER: ActiveAllocator.com provides simple and useful analytical tools as well as education to help investors make better financial decisions. We rely

More information

Amended as of January 1, 2018

Amended as of January 1, 2018 THE WALLACE FOUNDATION INVESTMENT POLICY Amended as of January 1, 2018 1. INVESTMENT GOAL The investment goal of The Wallace Foundation (the Foundation) is to earn a total return that will provide a steady

More information

Guidelines on PD estimation, LGD estimation and the treatment of defaulted exposures

Guidelines on PD estimation, LGD estimation and the treatment of defaulted exposures EBA/GL/2017/16 23/04/2018 Guidelines on PD estimation, LGD estimation and the treatment of defaulted exposures 1 Compliance and reporting obligations Status of these guidelines 1. This document contains

More information

Econ 101A Final exam May 14, 2013.

Econ 101A Final exam May 14, 2013. Econ 101A Final exam May 14, 2013. Do not turn the page until instructed to. Do not forget to write Problems 1 in the first Blue Book and Problems 2, 3 and 4 in the second Blue Book. 1 Econ 101A Final

More information

The bank lending channel in monetary transmission in the euro area:

The bank lending channel in monetary transmission in the euro area: The bank lending channel in monetary transmission in the euro area: evidence from Bayesian VAR analysis Matteo Bondesan Graduate student University of Turin (M.Sc. in Economics) Collegio Carlo Alberto

More information

State Switching in US Equity Index Returns based on SETAR Model with Kalman Filter Tracking

State Switching in US Equity Index Returns based on SETAR Model with Kalman Filter Tracking State Switching in US Equity Index Returns based on SETAR Model with Kalman Filter Tracking Timothy Little, Xiao-Ping Zhang Dept. of Electrical and Computer Engineering Ryerson University 350 Victoria

More information

Council of the European Union Brussels, 29 November 2016 (OR. en)

Council of the European Union Brussels, 29 November 2016 (OR. en) Conseil UE Council of the European Union Brussels, 29 November 2016 (OR. en) PUBLIC 14814/16 LIMITE ECOFIN 1107 UEM 399 COVER NOTE From: To: Subject: General Secretariat of the Council Permanent Representatives

More information

Towards Efficient Benchmarks for Infrastructure Equity Investments

Towards Efficient Benchmarks for Infrastructure Equity Investments An EDHEC-Risk Institute Publication Towards Efficient Benchmarks for Infrastructure Equity Investments A review of the literature on infrastructure equity investment and directions for future research

More information

Learning Martingale Measures to Price Options

Learning Martingale Measures to Price Options Learning Martingale Measures to Price Options Hung-Ching (Justin) Chen chenh3@cs.rpi.edu Malik Magdon-Ismail magdon@cs.rpi.edu April 14, 2006 Abstract We provide a framework for learning risk-neutral measures

More information

TABLE OF CONTENTS. (A) Consolidated Profit and Loss Account (B) Consolidated Balance Sheet (C) Selected Notes to The Account...

TABLE OF CONTENTS. (A) Consolidated Profit and Loss Account (B) Consolidated Balance Sheet (C) Selected Notes to The Account... TABLE OF CONTENTS (A) Consolidated Profit and Loss Account... 2 (B) Consolidated Balance Sheet... 3 (C) Selected Notes to The Account... 4 (D) Unaudited Supplementary Financial Information... 14 (E) Summary

More information

Building resilient and proactive strategies through scenario planning. Eeva Vilkkumaa IIASA

Building resilient and proactive strategies through scenario planning. Eeva Vilkkumaa IIASA Building resilient and proactive strategies through scenario planning Eeva Vilkkumaa IIASA 15.2.2016 Background Companies that leverage platform business models have grown dramatically over the past decade

More information

The Co-operative Pension Scheme ( Pace )

The Co-operative Pension Scheme ( Pace ) The Co-operative Pension Scheme ( Pace ) Statement of Investment Principles August 2013 1. Introduction Pace Trustees Limited ( the Trustee ) has drawn up this Statement of Investment Principles ( the

More information

Pricing of minimum interest guarantees: Is the arbitrage free price fair?

Pricing of minimum interest guarantees: Is the arbitrage free price fair? Pricing of minimum interest guarantees: Is the arbitrage free price fair? Pål Lillevold and Dag Svege 17. 10. 2002 Pricing of minimum interest guarantees: Is the arbitrage free price fair? 1 1 Outline

More information

Economic Consequences of State Tax Policy

Economic Consequences of State Tax Policy Chapter 5 Economic Consequences of State Tax Policy The effect of state Ascal policy in boosting or restraining economic performance remains an unsettled question, despite its obvious relevance to policymakers.

More information

Contents. Preface... xiii. CHAPTER 1 Introduction to Management Accounting and Control CHAPTER 2 Management Reporting... 29

Contents. Preface... xiii. CHAPTER 1 Introduction to Management Accounting and Control CHAPTER 2 Management Reporting... 29 v Preface... xiii CHAPTER 1 Introduction to Management Accounting and Control... 1 The Concepts of Management, Accounting, and Control... 2 A Definition of Management... 2 A Definition of Accounting...

More information

Use of Internal Models for Determining Required Capital for Segregated Fund Risks (LICAT)

Use of Internal Models for Determining Required Capital for Segregated Fund Risks (LICAT) Canada Bureau du surintendant des institutions financières Canada 255 Albert Street 255, rue Albert Ottawa, Canada Ottawa, Canada K1A 0H2 K1A 0H2 Instruction Guide Subject: Capital for Segregated Fund

More information

Expected Loss Models: Methodological Approach to IFRS9 Impairment & Validation Framework

Expected Loss Models: Methodological Approach to IFRS9 Impairment & Validation Framework Expected Loss Models: Methodological Approach to IFRS9 Impairment & Validation Framework Jad Abou Akl 30 November 2016 2016 Experian Limited. All rights reserved. Experian and the marks used herein are

More information

From Financial Risk Management. Full book available for purchase here.

From Financial Risk Management. Full book available for purchase here. From Financial Risk Management. Full book available for purchase here. Contents Preface Acknowledgments xi xvii CHAPTER 1 Introduction 1 Banks and Risk Management 1 Evolution of Bank Capital Regulation

More information

The investment game in incomplete markets

The investment game in incomplete markets The investment game in incomplete markets M. R. Grasselli Mathematics and Statistics McMaster University Pisa, May 23, 2008 Strategic decision making We are interested in assigning monetary values to strategic

More information

MFE Course Details. Financial Mathematics & Statistics

MFE Course Details. Financial Mathematics & Statistics MFE Course Details Financial Mathematics & Statistics FE8506 Calculus & Linear Algebra This course covers mathematical tools and concepts for solving problems in financial engineering. It will also help

More information

Chilton Investment Seminar

Chilton Investment Seminar Chilton Investment Seminar Palm Beach, Florida - March 30, 2006 Applied Mathematics and Statistics, Stony Brook University Robert J. Frey, Ph.D. Director, Program in Quantitative Finance Objectives Be

More information

Comments on MENA Bank Competition Paper. Michael Fuchs/World Bank/AFTFP

Comments on MENA Bank Competition Paper. Michael Fuchs/World Bank/AFTFP Comments on MENA Bank Competition Paper Michael Fuchs/World Bank/AFTFP Policy questions Why do we care about bank competition? Competition is important to financial sector development as it is argued it

More information

Spread Research: Rating Process & Rating Methodology

Spread Research: Rating Process & Rating Methodology Spread Research +33 (0)4 78 95 34 04 info@spreadresearch.com Published on September 20, 2016 Spread Research: Rating Process & Rating Methodology EXECUTIVE SUMMARY This document is aimed at providing an

More information

An Introduction to PPP s

An Introduction to PPP s An Introduction to PPP s AAPA Facilities Engineering Seminar San Diego November 8 th, 2007 Presented by Manju Chandrasekhar Vice President Halcrow, Inc. Outline A Definition of PPP s Principles of PPP

More information

Stock Trading Following Stock Price Index Movement Classification Using Machine Learning Techniques

Stock Trading Following Stock Price Index Movement Classification Using Machine Learning Techniques Stock Trading Following Stock Price Index Movement Classification Using Machine Learning Techniques 6.1 Introduction Trading in stock market is one of the most popular channels of financial investments.

More information

BUFN - FINANCE. BUFN - Finance 1

BUFN - FINANCE. BUFN - Finance 1 BUFN - Finance 1 BUFN - FINANCE BUFN602 Introduction to Financial Accounting (2 Credits) Overview of financial accounting, periodic financial statements and the financial reporting process. Importance

More information

Fundamentals of Stochastic Filtering

Fundamentals of Stochastic Filtering Alan Bain Dan Crisan Fundamentals of Stochastic Filtering Sprin ger Contents Preface Notation v xi 1 Introduction 1 1.1 Foreword 1 1.2 The Contents of the Book 3 1.3 Historical Account 5 Part I Filtering

More information

About the Author I-5 Acknowledgement I-7 Preface to the Ninth Edition I-9 Chapter-heads I-11 Solved Paper CA Final May 2016 I-25

About the Author I-5 Acknowledgement I-7 Preface to the Ninth Edition I-9 Chapter-heads I-11 Solved Paper CA Final May 2016 I-25 Contents About the Author I-5 Acknowledgement I-7 Preface to the Ninth Edition I-9 Chapter-heads I-11 Solved Paper CA Final May 2016 I-25 1 FINANCIAL POLICY AND CORPORATE STRATEGY 1.1 Financial Management

More information

Official Journal of the European Union. (Non-legislative acts) REGULATIONS

Official Journal of the European Union. (Non-legislative acts) REGULATIONS 13.7.2018 L 177/1 II (Non-legislative acts) REGULATIONS COMMISSION DELEGATED REGULATION (EU) 2018/990 of 10 April 2018 amending and supplementing Regulation (EU) 2017/1131 of the European Parliament and

More information

SEC 22e-4 Solution for Liquidity

SEC 22e-4 Solution for Liquidity SEC 22e-4 Solution for Liquidity 22E-4 LIQUIDITY RISK MANAGEMENT PROGRAM OBJECTIVES Promote effective liquidity risk management for mutual funds and ETFs Enhance disclosure of fund liquidity and redemption

More information

Successfully navigating the journey to pooling

Successfully navigating the journey to pooling For Investment Professionals only LGPS INTELLIGENCE Successfully navigating the journey to pooling Effective transition management requires forward planning and careful consideration. partners can provide

More information

Dynamic Smart Beta Investing Relative Risk Control and Tactical Bets, Making the Most of Smart Betas

Dynamic Smart Beta Investing Relative Risk Control and Tactical Bets, Making the Most of Smart Betas Dynamic Smart Beta Investing Relative Risk Control and Tactical Bets, Making the Most of Smart Betas Koris International June 2014 Emilien Audeguil Research & Development ORIAS n 13000579 (www.orias.fr).

More information

Risk & Analytics. Trends within Insurance Companies Risk Management. Marc Paasch June Willis Towers Watson. All rights reserved.

Risk & Analytics. Trends within Insurance Companies Risk Management. Marc Paasch June Willis Towers Watson. All rights reserved. Risk & Analytics Trends within Insurance Companies Risk Management Marc Paasch June 2017 2017 Willis Towers Watson. All rights reserved. Key drivers & benefits Outcomes from an analytical approach to own

More information

CHAPTER II LITERATURE STUDY

CHAPTER II LITERATURE STUDY CHAPTER II LITERATURE STUDY 2.1. Risk Management Monetary crisis that strike Indonesia during 1998 and 1999 has caused bad impact to numerous government s and commercial s bank. Most of those banks eventually

More information

Three Components of a Premium

Three Components of a Premium Three Components of a Premium The simple pricing approach outlined in this module is the Return-on-Risk methodology. The sections in the first part of the module describe the three components of a premium

More information

Applied Stochastic Processes and Control for Jump-Diffusions

Applied Stochastic Processes and Control for Jump-Diffusions Applied Stochastic Processes and Control for Jump-Diffusions Modeling, Analysis, and Computation Floyd B. Hanson University of Illinois at Chicago Chicago, Illinois siam.. Society for Industrial and Applied

More information

Copyright is owned by the Author of the thesis. Permission is given for a copy to be downloaded by an individual for the purpose of research and

Copyright is owned by the Author of the thesis. Permission is given for a copy to be downloaded by an individual for the purpose of research and Copyright is owned by the Author of the thesis. Permission is given for a copy to be downloaded by an individual for the purpose of research and private study only. The thesis may not be reproduced elsewhere

More information

Mathematical Modeling and Methods of Option Pricing

Mathematical Modeling and Methods of Option Pricing Mathematical Modeling and Methods of Option Pricing This page is intentionally left blank Mathematical Modeling and Methods of Option Pricing Lishang Jiang Tongji University, China Translated by Canguo

More information

One-Period Valuation Theory

One-Period Valuation Theory One-Period Valuation Theory Part 1: Basic Framework Chris Telmer March, 2013 Develop a simple framework for understanding what the pricing kernel is and how it s related to the economics of risk, return

More information

Feedback on Consultation Paper No

Feedback on Consultation Paper No Feedback on Consultation Paper No. 8 2015 Basel III: Capital Adequacy and Leverage Feedback on responses to the consultation paper on the implementation of revised Basel Committee standards relating to

More information

Introduction Models for claim numbers and claim sizes

Introduction Models for claim numbers and claim sizes Table of Preface page xiii 1 Introduction 1 1.1 The aim of this book 1 1.2 Notation and prerequisites 2 1.2.1 Probability 2 1.2.2 Statistics 9 1.2.3 Simulation 9 1.2.4 The statistical software package

More information

Introduction to Risk Parity and Budgeting

Introduction to Risk Parity and Budgeting Chapman & Hall/CRC FINANCIAL MATHEMATICS SERIES Introduction to Risk Parity and Budgeting Thierry Roncalli CRC Press Taylor &. Francis Group Boca Raton London New York CRC Press is an imprint of the Taylor

More information

PART II IT Methods in Finance

PART II IT Methods in Finance PART II IT Methods in Finance Introduction to Part II This part contains 12 chapters and is devoted to IT methods in finance. There are essentially two ways where IT enters and influences methods used

More information

Business Auditing - Enterprise Risk Management. October, 2018

Business Auditing - Enterprise Risk Management. October, 2018 Business Auditing - Enterprise Risk Management October, 2018 Contents The present document is aimed to: 1 Give an overview of the Risk Management framework 2 Illustrate an ERM model Page 2 What is a risk?

More information

THAT COSTS WHAT! PROBABILISTIC LEARNING FOR VOLATILITY & OPTIONS

THAT COSTS WHAT! PROBABILISTIC LEARNING FOR VOLATILITY & OPTIONS THAT COSTS WHAT! PROBABILISTIC LEARNING FOR VOLATILITY & OPTIONS MARTIN TEGNÉR (JOINT WITH STEPHEN ROBERTS) 6 TH OXFORD-MAN WORKSHOP, 11 JUNE 2018 VOLATILITY & OPTIONS S&P 500 index S&P 500 [USD] 0 500

More information

Optimal Portfolio Inputs: Various Methods

Optimal Portfolio Inputs: Various Methods Optimal Portfolio Inputs: Various Methods Prepared by Kevin Pei for The Fund @ Sprott Abstract: In this document, I will model and back test our portfolio with various proposed models. It goes without

More information

Appendix to Zendesk, Inc Analyst & Investor Day

Appendix to Zendesk, Inc Analyst & Investor Day Appendix to Zendesk, Inc. 2017 Analyst & Investor Day Important Disclosures Regarding the Analyst and Investor Day Materials This presentation and the accompanying oral presentation include forward-looking

More information

Econ 172A - Slides from Lecture 7

Econ 172A - Slides from Lecture 7 Econ 172A Sobel Econ 172A - Slides from Lecture 7 Joel Sobel October 18, 2012 Announcements Be prepared for midterm room/seating assignments. Quiz 2 on October 25, 2012. (Duality, up to, but not including

More information