PERFORMANCE MEASUREMENT AND BENCHMARKING IN PRIVATE EQUITY

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13CT Alternative L Jjl Insiqht PRIVATE EQUITY INTERNATIONAL I ' ' PERFORMANCE MEASUREMENT AND BENCHMARKING IN PRIVATE EQUITY Making sense of absolute and relative returns on investment Edited by Montana Capital Partners

Figures and tables About the editors Editors' preface By Christian Diller and Marco Wulff, Montana Capital Partners vii xi xiii 1 The private equity performance puzzle - let there be light! 3 By Christian Diller and Marco Wulff Does private equity outperform? 3 Section I: Understanding performance in private equity 5 Section II: Benchmarking private equity returns 6 Section III: Winners and losers - the private equity performance differential 7 Section IV: Looking for the premium - how LPs think about performance measurement 7 So, does private equity outperform? 8 The 'real world' 11 Can the asset class continue to deliver? 13 15 Why is the evidence on private equity performance so confusing? 17 By Ludovic Phalippou Introduction 17 Industry approach to. performance measurement 18 Bias in the returns: an illustrative example 20 Why is there a bias? 22 Illustration using actual cash flow data 22 Making it worse: the usual IRR pitfall 24 Further discussion and conclusion 25 IRR vs. TWR, or why can't we all just get along 29 By Jesse Reyes, QuartileOne, LLC So how did we get here - why can't we just get along? 29 A bit of history 30 What are we measuring and why is it so difficult 31

We have a return of 300 percent - is that good? 32 So what's the problem with IRR? 35 Ok, so how about the time weighted return? 37 Public/private comparisons and benchmarking 38 Conclusion 38 Beyond IRR once more 41 By Christoph Kaserer and Christian Diller Introduction 41 IRRs of European private equity funds 42 Benchmarking returns by using the PME-approach 45 Extending the PME-approach to asset allocation considerations 47 Conclusion 50 Secret history 53 Private investments: shedding some light on the historical record 57 By Eric Johnson, Cambridge Associates Introduction 57 Overview of the returns data 58 The 'top' quartile 'persistence' and interim results 72 Conclusion 75 SECT1OM II: BENCHMARKING PRIVATE EOUITY ^ittons 79 7 Hero or zero: two tales of private equity performance potential 81 From the archives of Private Equity International Story I: Oxford academic says industry 'grossly exaggerates' returns 81 Story II: Private equity surges at US pensions 82 8 Interview: PE has outperformed 'in most years' 85 9 Private equity benchmarks: methods and meaning 89 By Jesse Reyes, QuartileOne, LLC and Austin Long, Alignment Capital Group, LLC What is a benchmark? 89 Opportunity cost and benchmarking 89 Can private equity truly be benchmarked? 91 Peer group benchmarks are not enough 96 Searching for alpha 99 Navigating the benchmark forest 99 The need for additional benchmarks 107

Public market equivalents 107 Summary of PME methods 116 Conclusion 117 10 Advancing performance measurement in private equity through adjustment of leverage 119 By David Robinson and Berk Sensoy Introduction - -'. 119 Absolute performance measurement is easy to report, but highly uninformative 119 Relative performance is what we should care about 120 Extending relative performance measurement 122 Conclusion 125 AND L $EK$ - THE PRIVATE EQUITY i^entlail 127 11 Bain two ways 129 Higher carry, lower fees - or vice versa? 129 30 beats 20s... barely 130 12 Benchmarking leveraged buyout transactions 133 By Alexander Peter Groh, GSCM - Montpellier Business School Introduction 133 Mimicking public market investment 134 'Can factory'- an example 137 Conclusion 140 13 Private equity performance benchmarking 143 By Robert M. Ryan, Peracs Due Diligence Services Traditional private equity performance benchmarking: measures and process 143 Towards more advanced private equity performance benchmarks 148 The fund selection efficiency of advanced private equity benchmarking techniques 150 14 Private equity funds: Return characteristics, return drivers and consequences for investors 153 By Christoph Kaserer and Christian Diller Introduction 153 Performance analysis of private equity funds 155 Evidence on the money-chasing-deals phenomenon 160 What is the impact of the GP's skills? 164 Conclusion 166

IE MEASUREMENT 169 15 Private equity benchmarking: A practitioner's viewpoint on issues and solutions 171 By Benjamin Abramov, University of Toronto Asset Management Introduction. 171 The challenges with the existing framework 171 What do the limitationsof peer universe benchmarking really measure? 172 How do you measure whether private equity funds add value to a plan? 172 PME analysis offers the tools to answer certain questions 174 Thoughts and shortcomings of PME analysis 175 Conclusion 175 16 Private market performance measurement from an investor's perspective 177 By Andre Frei and Michael Studer, Partners Group Private market performance measures 177 It's all about cash flows 177 Internal rate of return \ 178 Time-weighted returns 179 Benchmarking private markets performance 182 Separating the wheat from the chaff 182 Measuring portfolio performance 184 Benchmarking against a peer group 184 Benchmark against public markets 186 Conclusions 188 17 Where is 2006 now? 189 Five-year marks 190 / 18 Which benchmark should I use? 193 By Luba Nikulina, Mark Calnan and Gregg Disdale, Towers Watson Introduction ' 193 Benchmarking methods 195 Selecting a benchmark 201 Introducing a balanced scorecard approach 204 Conclusion 206 About PEI 210