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Selecting Reference Indices for the Infrastructure Asset Class A Survey of investor preferences and the EDHECinfra families of infrastructure indices February 2018 Noål Amenc Professor of Finance & Associate Dean, EDHEC Business School Frädäric Blanc-Brude Director, EDHEC Infrastructure Institute

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EDHECinfra indices and research 1

EDHECinfra indicesBroad Market Indices

Broad Market Indices Geographic breakdown

Global Indices Regional Indices Countries covered

Global Broad Market Infrastructure Indices

& Global Project Finance Indices

Advanced markets Infrastructure Indices

Australia, Austria, Belgium, Canada*, Chile, Finland, France, Germany, Ireland, Italy,

Japan*, Netherlands, New Zealand, Norway, Poland, Portugal, Singapore, Slovakia, Spain,

South Korea*, Sweden, United Kingdom, United States*

Emerging Markets Infrastructure Indices

Algeria*, Argentina, Brazil, China*, Egypt*, India*, Indonesia*, Kenya*, Malaysia,

Pakistan*, Philippines, Russian Federation*, Saudi Arabia*, South Africa*, Thailand,

Turkey*, UAE*

Global Broad Market Index Families

Unlisted Infrastructure Equity Sub-Indices Private Infrastructure Debt Sub-Indices

Business Risk Broad Sectors Business Risk Broad Sectors Credit

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Default Risk• Maturity

• Instrument currency

* coverage by 2020

Custom benchmarks Custom benchmarks can be created that give access to sub-segments of various markets drilling down by individual country, sector or corporate structure for each of the thematic sub-indices identified above. EDHECinfra indices can be customised to show the performance of UK Merchant Power or Regulated Utilities for example.

EDHECinfra Broad Market Index Families

Unlisted Infrastructure Equity Index Families Private Infrastructure Debt Index Families

Global Unlisted Infrastructure Equity Global Private Project Finance Debt

Global Project Finance Equity Global Private Infrastructure Debt

Advanced Markets Unlisted Infrastructure Equity Advanced Markets Private Infrastructure Debt

Emerging Markets Unlisted Infrastructure Equity Emerging Markets Private Infrastructure Debt

data type data point descriptionIndex data prices Index values

returns Time weighted index returns

weights List of weights for each firm

constituents List of firm names and codes (UID)

descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics risk metrics VaR, duration, credit risk, volatility, MDD

performance metrics SR, IRR, dividend yield

concentration metrics ENB, % capitalisation

factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics peer comparisons Plot/table historic and forward looking data for several indices or companies

custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

custom portfolio creation Ad hoc indices using the constituents of the relevant families

The indices Private infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight flagship indices cover the global unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity indices and 40 thematic private debt index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of sub-indices giving access to country or sector specific data, drilling down to business or credit risk sub-segments, also exist.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index fam-ily data series includes index values, time-weighted returns, index constituents and weights, and geographic and thematic segmenta-tion (sector, business risk, credit risk, maturity). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research

Sub-Indices Thematic Breakdown

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EDHECinfra indices and research 1

EDHECinfra indicesBroad Market Indices

Broad Market Indices Geographic breakdown

Global Indices Regional Indices Countries covered

Global Broad Market Infrastructure Indices

& Global Project Finance Indices

Advanced markets Infrastructure Indices

Australia, Austria, Belgium, Canada*, Chile, Finland, France, Germany, Ireland, Italy,

Japan*, Netherlands, New Zealand, Norway, Poland, Portugal, Singapore, Slovakia, Spain,

South Korea*, Sweden, United Kingdom, United States*

Emerging Markets Infrastructure Indices

Algeria*, Argentina, Brazil, China*, Egypt*, India*, Indonesia*, Kenya*, Malaysia,

Pakistan*, Philippines, Russian Federation*, Saudi Arabia*, South Africa*, Thailand,

Turkey*, UAE*

Global Broad Market Index Families

Unlisted Infrastructure Equity Sub-Indices Private Infrastructure Debt Sub-Indices

Business Risk Broad Sectors Business Risk Broad Sectors Credit

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Default Risk• Maturity

• Instrument currency

* coverage by 2020

Custom benchmarks Custom benchmarks can be created that give access to sub-segments of various markets drilling down by individual country, sector or corporate structure for each of the thematic sub-indices identified above. EDHECinfra indices can be customised to show the performance of UK Merchant Power or Regulated Utilities for example.

EDHECinfra Broad Market Index Families

Unlisted Infrastructure Equity Index Families Private Infrastructure Debt Index Families

Global Unlisted Infrastructure Equity Global Private Project Finance Debt

Global Project Finance Equity Global Private Infrastructure Debt

Advanced Markets Unlisted Infrastructure Equity Advanced Markets Private Infrastructure Debt

Emerging Markets Unlisted Infrastructure Equity Emerging Markets Private Infrastructure Debt

data type data point descriptionIndex data prices Index values

returns Time weighted index returns

weights List of weights for each firm

constituents List of firm names and codes (UID)

descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics risk metrics VaR, duration, credit risk, volatility, MDD

performance metrics SR, IRR, dividend yield

concentration metrics ENB, % capitalisation

factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics peer comparisons Plot/table historic and forward looking data for several indices or companies

custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

custom portfolio creation Ad hoc indices using the constituents of the relevant families

The indices Private infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight flagship indices cover the global unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity indices and 40 thematic private debt index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of sub-indices giving access to country or sector specific data, drilling down to business or credit risk sub-segments, also exist.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index fam-ily data series includes index values, time-weighted returns, index constituents and weights, and geographic and thematic segmenta-tion (sector, business risk, credit risk, maturity). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research

Sub-Indices Thematic Breakdown

4PVSDF� &%)&$JOGSB

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Asset Managers 34%

Commercial Banks 8.9%

Consultants 3.9%

Asset Owners 49.8%

Others 3.4%

by organisation type

Debt 15.8%Equity 50.2%

Both 34%

by asset type

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Five Continents 24%

Broad Cap'l Mkts 9.4%

Level of Econ Dev 35.1%

Infra Investability 31.6%

Five Continents 22.7%

Broad Cap'l Mkts 5.7%

Level of Econ Dev 38.6%

Infra Investability 33%

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Five Continents 32.8%

Broad Cap'l Mkts 12.1%

Level of Econ Dev 29.3%

Infra Investability 25.9%

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Five Continents 18.8%

Broad Cap'l Mkt Indices 15.8%

Level of Econ Dev 35.6%

Infra Investability 29.7%

Five Continents 14.6%

Broad Cap'l Mkt Indices 20.8%

Level of Econ Dev 29.2%

Infra Investability 35.4%

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Five Continents 27.6%Broad Cap'l Mkt Indices 17.2%

Level of Econ Dev 41.4%

Infra Investability 13.8%

Asset Managers only

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5BCMF �� 1SFGFSSFE TFDUPS TFHNFOUBUJPO PG JOGSBTUSVDUVSF JOWFTUPST � OVNCFS PG SFTQPOTFT

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Specific Sector Index 48.3%

Broad Sector Index 51.7%

5BCMF �� "SF CVTJOFTT NPEFM TFHNFOUBUJPOT SFMFWBOU GPS JOGSBTUSVDUVSF JOWFTUPST /VNCFS PG SFTQPOTFT

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Corporates only 20.2%

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0 20 40 60 80 100

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Page 17: 4FMFDUJOH3FGFSFODF*OEJDFTGPSUIF … · &yfdvujwf4vnnbsz 5ijt qptjujpo qbqfs fybnjoft uif sftvmut pg b mbshf tvswfz pg jogsbtusvduvsf jowftupst boe uifjs qsfgfsfodft gps uif tfhnfoubujpo

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EDHECinfra indices and research 1

EDHECinfra indicesBroad Market Indices

Broad Market Indices Geographic breakdown

Global Indices Regional Indices Countries covered

Global Broad Market Infrastructure Indices

& Global Project Finance Indices

Advanced markets Infrastructure Indices

Australia, Austria, Belgium, Canada*, Chile, Finland, France, Germany, Ireland, Italy,

Japan*, Netherlands, New Zealand, Norway, Poland, Portugal, Singapore, Slovakia, Spain,

South Korea*, Sweden, United Kingdom, United States*

Emerging Markets Infrastructure Indices

Algeria*, Argentina, Brazil, China*, Egypt*, India*, Indonesia*, Kenya*, Malaysia,

Pakistan*, Philippines, Russian Federation*, Saudi Arabia*, South Africa*, Thailand,

Turkey*, UAE*

Global Broad Market Index Families

Unlisted Infrastructure Equity Sub-Indices Private Infrastructure Debt Sub-Indices

Business Risk Broad Sectors Business Risk Broad Sectors Credit

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Default Risk• Maturity

• Instrument currency

* coverage by 2020

Custom benchmarks Custom benchmarks can be created that give access to sub-segments of various markets drilling down by individual country, sector or corporate structure for each of the thematic sub-indices identified above. EDHECinfra indices can be customised to show the performance of UK Merchant Power or Regulated Utilities for example.

EDHECinfra Broad Market Index Families

Unlisted Infrastructure Equity Index Families Private Infrastructure Debt Index Families

Global Unlisted Infrastructure Equity Global Private Project Finance Debt

Global Project Finance Equity Global Private Infrastructure Debt

Advanced Markets Unlisted Infrastructure Equity Advanced Markets Private Infrastructure Debt

Emerging Markets Unlisted Infrastructure Equity Emerging Markets Private Infrastructure Debt

data type data point descriptionIndex data prices Index values

returns Time weighted index returns

weights List of weights for each firm

constituents List of firm names and codes (UID)

descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics risk metrics VaR, duration, credit risk, volatility, MDD

performance metrics SR, IRR, dividend yield

concentration metrics ENB, % capitalisation

factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics peer comparisons Plot/table historic and forward looking data for several indices or companies

custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

custom portfolio creation Ad hoc indices using the constituents of the relevant families

The indices Private infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight flagship indices cover the global unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity indices and 40 thematic private debt index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of sub-indices giving access to country or sector specific data, drilling down to business or credit risk sub-segments, also exist.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index fam-ily data series includes index values, time-weighted returns, index constituents and weights, and geographic and thematic segmenta-tion (sector, business risk, credit risk, maturity). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research

Sub-Indices Thematic Breakdown

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EDHECinfra indices and research

EDHECinfra indicesBroad market indices

Broad market indices geographic breakdown

Global indices Regional indices Countries covered

Global broad market infrastructure indices

& global project finance indices

Advanced markets infrastructure indices

Australia, Austria, Belgium, Canada*, Chile, Finland, France, Germany, Ireland, Italy,

Japan*, Netherlands, New Zealand, Norway, Poland, Portugal, Singapore, Slovakia, Spain,

South Korea*, Sweden, United Kingdom, United States*

Emerging markets infrastructure indices

Algeria*, Argentina, Brazil, China*, Egypt**, India*, Indonesia*, Kenya**, Malaysia,

Pakistan*, Philippines, Russian Federation**, Saudi Arabia**, South Africa**, Thailand,

Turkey*, UAE**

Global broad market index families

Unlisted infrastructure equity sub-indices Private infrastructure debt sub-indices

Business risk Broad sectors Business risk Broad sectors Credit

• Regulated• Contracted• Merchant

• Transport• Social infrastructure

• Energy• Renewables

• Regulated• Contracted• Merchant

• Transport• Social infrastructure

• Energy• Renewables

• Default risk• Maturity

• Instrument currency

Custom benchmarks Custom benchmarks can be created that give access to sub-segments of various markets drilling down by individual country, sector or corporate structure for each of the thematic sub-indices identified above. EDHECinfra indices can be customised to show the performance of UK Merchant Power or Regulated Utilities for example.

EDHECinfra broad market index families

Unlisted infrastructure equity index families Private infrastructure debt index families

Global unlisted infrastructure equity Global private project finance debt

Global project finance equity Global private infrastructure debt

Advanced markets unlisted infrastructure equity Advanced markets private infrastructure debt

Emerging markets unlisted infrastructure equity Emerging markets private infrastructure debt

Sub-indices thematic breakdown

Each of the index families includes multiple weighing schemes (value, capped, equal weights) and reporting currencies (USD, EUR, JPY, GBP).

* Coverage planned by 2018, ** Coverage planned by 20194PVSDF� &%)&$JOGSB � $PWFSBHF QMBOOFE CZ ���� �� $PWFSBHF QMBOOFE CZ ����

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EDHECinfra indices and research 1

EDHECinfra indicesBroad Market Indices

Broad Market Indices Geographic breakdown

Global Indices Regional Indices Countries covered

Global Broad Market Infrastructure Indices

& Global Project Finance Indices

Advanced markets Infrastructure Indices

Australia, Austria, Belgium, Canada*, Chile, Finland, France, Germany, Ireland, Italy,

Japan*, Netherlands, New Zealand, Norway, Poland, Portugal, Singapore, Slovakia, Spain,

South Korea*, Sweden, United Kingdom, United States*

Emerging Markets Infrastructure Indices

Algeria*, Argentina, Brazil, China*, Egypt*, India*, Indonesia*, Kenya*, Malaysia,

Pakistan*, Philippines, Russian Federation*, Saudi Arabia*, South Africa*, Thailand,

Turkey*, UAE*

Global Broad Market Index Families

Unlisted Infrastructure Equity Sub-Indices Private Infrastructure Debt Sub-Indices

Business Risk Broad Sectors Business Risk Broad Sectors Credit

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Regulated• Contracted• Merchant

• Transport• Social Infrastructure

• Energy• Renewables

• Default Risk• Maturity

• Instrument currency

* coverage by 2020

Custom benchmarks Custom benchmarks can be created that give access to sub-segments of various markets drilling down by individual country, sector or corporate structure for each of the thematic sub-indices identified above. EDHECinfra indices can be customised to show the performance of UK Merchant Power or Regulated Utilities for example.

EDHECinfra Broad Market Index Families

Unlisted Infrastructure Equity Index Families Private Infrastructure Debt Index Families

Global Unlisted Infrastructure Equity Global Private Project Finance Debt

Global Project Finance Equity Global Private Infrastructure Debt

Advanced Markets Unlisted Infrastructure Equity Advanced Markets Private Infrastructure Debt

Emerging Markets Unlisted Infrastructure Equity Emerging Markets Private Infrastructure Debt

data type data point descriptionIndex data prices Index values

returns Time weighted index returns

weights List of weights for each firm

constituents List of firm names and codes (UID)

descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics risk metrics VaR, duration, credit risk, volatility, MDD

performance metrics SR, IRR, dividend yield

concentration metrics ENB, % capitalisation

factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics peer comparisons Plot/table historic and forward looking data for several indices or companies

custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

custom portfolio creation Ad hoc indices using the constituents of the relevant families

The indices Private infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight flagship indices cover the global unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity indices and 40 thematic private debt index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of sub-indices giving access to country or sector specific data, drilling down to business or credit risk sub-segments, also exist.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index fam-ily data series includes index values, time-weighted returns, index constituents and weights, and geographic and thematic segmenta-tion (sector, business risk, credit risk, maturity). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research

Sub-Indices Thematic Breakdown

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Data Type Data Point DescriptionIndex data Prices Index values

Returns Time weighted index returns

Weights List of weights for each firm

Constituents List of firm names and identification codes

Descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics Risk metrics Value at risk, duration, credit risk, volatility, maximum drawdown

Performance metrics Sharpe ratio, internal rate of return, dividend yield

Concentration metrics Effective number of bets, % capitalisation

Factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

Historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics Peer comparisons Plot/table historic and forward looking data for several indices or companies

Custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

Custom portfolio creation Ad hoc indices using the constituents of the relevant families

Indices and benchmarksPrivate infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight broad market indices provide global coverage of unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity sub-indices and 40 thematic private debt sub-index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of custom benchmarks giving access to country or sector specific data, drilling down to business or credit risk sub-segments, can be created

.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index and sub-index family data series includes index values, time-weight-ed returns, index constituents and weights, and geographic and thematic segmentation (sector, business risk, credit risk, maturi-ty). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research 1

Data Type Data Point DescriptionIndex data Prices Index values

Returns Time weighted index returns

Weights List of weights for each firm

Constituents List of firm names and identification codes

Descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics Risk metrics Value at risk, duration, credit risk, volatility, maximum drawdown

Performance metrics Sharpe ratio, internal rate of return, dividend yield

Concentration metrics Effective number of bets, % capitalisation

Factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

Historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics Peer comparisons Plot/table historic and forward looking data for several indices or companies

Custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

Custom portfolio creation Ad hoc indices using the constituents of the relevant families

Indices and benchmarksPrivate infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight broad market indices provide global coverage of unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity sub-indices and 40 thematic private debt sub-index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of custom benchmarks giving access to country or sector specific data, drilling down to business or credit risk sub-segments, can be created

.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index and sub-index family data series includes index values, time-weight-ed returns, index constituents and weights, and geographic and thematic segmentation (sector, business risk, credit risk, maturi-ty). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research 1

Data Type Data Point DescriptionIndex data Prices Index values

Returns Time weighted index returns

Weights List of weights for each firm

Constituents List of firm names and identification codes

Descriptive stats (by nb and size) By country, sector, business model, maturity, currency, etc.

Index analytics Risk metrics Value at risk, duration, credit risk, volatility, maximum drawdown

Performance metrics Sharpe ratio, internal rate of return, dividend yield

Concentration metrics Effective number of bets, % capitalisation

Factors Interest rates (slope, convexity, duration), cash flow beta, market conditions

Historical constituents and weights Evolution over time

Constituent data Firm-level data Firm specific valuations, risk measures and historical data

Advanced analytics Peer comparisons Plot/table historic and forward looking data for several indices or companies

Custom market reports Aggregate data for various segments within each family (e.g. energy segment within Europe)

Custom portfolio creation Ad hoc indices using the constituents of the relevant families

Indices and benchmarksPrivate infrastructure investment indices are needed by asset owners, asset managers and regulators to determine their asset allocation to infrastructure, monitor risk-adjusted performance and calibrate prudential models. EDHECinfra’s eight broad market indices provide global coverage of unlisted infrastructure equity and private debt markets.

Four global unlisted infrastructure equity indices cover the broad infrastructure sector, the project finance sector and advanced and emerging infrastructure markets, respectively. Four other global indices cover the same segments for senior private debt investments. A further 28 thematic unlisted equity sub-indices and 40 thematic private debt sub-index families are available, allowing detailed analysis of all the major segments of the private infrastructure asset class. Hundreds of custom benchmarks giving access to country or sector specific data, drilling down to business or credit risk sub-segments, can be created

.

Data and analytics The EDHECinfra database and asset pricing technology compute the metrics that investors and regulators need to understand pri-vate infrastructure in a multi-asset class context. Each index and sub-index family data series includes index values, time-weight-ed returns, index constituents and weights, and geographic and thematic segmentation (sector, business risk, credit risk, maturi-ty). Within each index family, index data is available using several weighing schemes and reporting currencies.

EDHECinfra indices also include numerous key metrics that make unlisted infrastructure comparable with other investments on a risk-adjusted basis. Risk and performance metrics such as Sharpe ratios, value-at-risk, factor risk attributions and duration are all available as index analytics.

EDHECinfra index and analytics data is available through an online platform at indices.edhecinfra.com or through Bloomberg (EIPEE, EIPDE).

EDHECinfra indices and research

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