SlideShare a Scribd company logo
1 of 16
Case A
Real Estate in a Mixed
Asset Portfolio
SUBGROUP 2 – EDOARDO FALCHETTI
Agenda
1. Recap and introduction
2. Summary statistics
3. Correlation analysis & bear markets
4. Mean-variance analysis
5. Incorporating real estate
6. Conclusion
1. Recap and introduction
 MPT: optimal portfolio allocation among different asset classes
 Bonds, stocks, but also real estate (about one third)
 Main features of real estate
 Direct and indirect real estate
 Purpose: Is real estate a good diversifier?
 Tool: Modern Portfolio Theory
2. Summary statistics
• UK market
• Bonds
• Stocks
• Direct real
estate
• Indirect real
estate
Feb. 1987 – Dec. 1999 Monthly returns
Annualized summary statistics
Indirect RE Direct RE Equity Bonds
Mean 8.28 10.15 13.96 10.43
Standard deviation 21.61 3.06 17.20 3.61
MIN -32.39 -1.78 -30.80 -2.54
MAX 13.10 3.56 13.06 4.35
Sharpe ratio 0.38 3.32 0.81 2.89
Insights on summary statistics
 Direct RE has the highest Sharpe ratio (3.32)
 Indirect RE has the lowest return and the highest volatility
3. Correlation analysis & bear markets
Correlation analysis
Indirect RE Direct RE Equity Bonds
Indirect RE 1
Direct RE -0.01 1
Equity 0.74 -0.08 1
Bonds 0.14 -0.13 0.10 1
Insights on correlation analysis
 Quite high correlation between equity and indirect RE
 Low correlation between bonds and other asset classes
 Slightly negative correlation between direct RE and other asset classes
«How do the different assets perform
in bear markets?»
Insights on correlation analysis
 Quite high correlation between equity and indirect RE
 Low correlation between bonds and other asset classes
 Slightly negative correlation between direct RE and other asset classes
4. Mean-variance analysis
 The purpose of the mean-variance analysis is to find out which is the
optimal combination of assets that minimizes the variance in the portfolio,
given an expected return (or viceversa)
 Analysis among different asset classes
 The optimal portfolio combination lies on the efficient frontier
8
9
10
11
12
13
14
-2 3 8 13 18 23
Returnin%
Risk (SD) in %
Efficient portfolio
Direct and Indirect Equity and Indirect Bonds and Indirect Bonds and Direct Equity and Direct Bonds and Equity Efficient Frontier
5. Incorporating real estate
Insights on the optimal portfolio
 Indirect RE does not represent a good diversification tool (weight=0)
 Relatively high weight for direct RE, which improves the overall portfolio
efficiency
Main drawbacks
 Investing in direct real estate is costly
 Differences about efficiency in the markets (apples and oranges problem)
 The results may not reflect the true optimal allocation
6. Conclusions
 Direct RE can be a useful diversification tool
 Efficient frontier affected only by direct RE
 Direct RE is more efficient, but also costlier and more illiquid
 Therefore, an average individual might look for feasible alternatives

More Related Content

Similar to Presentation real estate

Listed real estate as a portfolio diversifier
Listed real estate as a portfolio diversifierListed real estate as a portfolio diversifier
Listed real estate as a portfolio diversifierConsiliacapital
 
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdf
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdfIntroducing-the-Two-Sigma-Factor-Lens.10.18.pdf
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdfClarenceTee1
 
Smart Beta Strategies for Global REITs
Smart Beta Strategies for Global REITsSmart Beta Strategies for Global REITs
Smart Beta Strategies for Global REITsConsiliacapital
 
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013Consiliacapital
 
67004276
6700427667004276
67004276prabu10
 
EDHEC_Publication_Factor_Investing_and_Risk_Allocation
EDHEC_Publication_Factor_Investing_and_Risk_AllocationEDHEC_Publication_Factor_Investing_and_Risk_Allocation
EDHEC_Publication_Factor_Investing_and_Risk_AllocationJean-Michel MAESO
 
An examination of the diversification benefits of sri in a portfolio context
An examination of the diversification benefits of sri in a portfolio contextAn examination of the diversification benefits of sri in a portfolio context
An examination of the diversification benefits of sri in a portfolio contextAlexander Decker
 
Thesis final bilal n saif 222 (2010 2011)
Thesis final bilal n saif 222 (2010 2011)Thesis final bilal n saif 222 (2010 2011)
Thesis final bilal n saif 222 (2010 2011)Saifullah Malik
 
Multi factor models in asset pricing
Multi factor models in asset pricingMulti factor models in asset pricing
Multi factor models in asset pricingAnuj Bhatia
 
Liquidity and Performance : Evidence from real estate securities and funds
Liquidity and Performance : Evidence from real estate securities and fundsLiquidity and Performance : Evidence from real estate securities and funds
Liquidity and Performance : Evidence from real estate securities and fundsConsiliacapital
 
The X Factor
The X FactorThe X Factor
The X Factoryamanote
 
Value investing and emerging markets
Value investing and emerging marketsValue investing and emerging markets
Value investing and emerging marketsNavneet Randhawa
 
A comparative analysis taxable municipal bonds and corporate bonds by CCM
A comparative analysis taxable municipal bonds and corporate bonds by CCMA comparative analysis taxable municipal bonds and corporate bonds by CCM
A comparative analysis taxable municipal bonds and corporate bonds by CCMPim Piepers
 
Authors Tutor ExaminerSubject Level and semest.docx
Authors Tutor ExaminerSubject Level and semest.docxAuthors Tutor ExaminerSubject Level and semest.docx
Authors Tutor ExaminerSubject Level and semest.docxikirkton
 
75 european private_equity
75 european private_equity75 european private_equity
75 european private_equityJose Gonzalez
 
Mutual fund performance an analysis of monthly returns of an emerging market
Mutual fund performance an analysis of monthly returns of an emerging marketMutual fund performance an analysis of monthly returns of an emerging market
Mutual fund performance an analysis of monthly returns of an emerging marketAlexander Decker
 
Stock Screen White Paper
Stock Screen White PaperStock Screen White Paper
Stock Screen White PaperAndrew Curtis
 
Portfolio Management Project
Portfolio Management ProjectPortfolio Management Project
Portfolio Management ProjectRan Zhang
 
Science in the City 2022 Prof J Jamesv[2022]
Science in the City 2022 Prof J Jamesv[2022]Science in the City 2022 Prof J Jamesv[2022]
Science in the City 2022 Prof J Jamesv[2022]ikhmalsyuqkinbinisma
 

Similar to Presentation real estate (20)

Listed real estate as a portfolio diversifier
Listed real estate as a portfolio diversifierListed real estate as a portfolio diversifier
Listed real estate as a portfolio diversifier
 
Case private equity
Case private equityCase private equity
Case private equity
 
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdf
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdfIntroducing-the-Two-Sigma-Factor-Lens.10.18.pdf
Introducing-the-Two-Sigma-Factor-Lens.10.18.pdf
 
Smart Beta Strategies for Global REITs
Smart Beta Strategies for Global REITsSmart Beta Strategies for Global REITs
Smart Beta Strategies for Global REITs
 
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013
Listed Real Estate Securities Funds - Fund Flows and Risk Metrics Sep. 2013
 
67004276
6700427667004276
67004276
 
EDHEC_Publication_Factor_Investing_and_Risk_Allocation
EDHEC_Publication_Factor_Investing_and_Risk_AllocationEDHEC_Publication_Factor_Investing_and_Risk_Allocation
EDHEC_Publication_Factor_Investing_and_Risk_Allocation
 
An examination of the diversification benefits of sri in a portfolio context
An examination of the diversification benefits of sri in a portfolio contextAn examination of the diversification benefits of sri in a portfolio context
An examination of the diversification benefits of sri in a portfolio context
 
Thesis final bilal n saif 222 (2010 2011)
Thesis final bilal n saif 222 (2010 2011)Thesis final bilal n saif 222 (2010 2011)
Thesis final bilal n saif 222 (2010 2011)
 
Multi factor models in asset pricing
Multi factor models in asset pricingMulti factor models in asset pricing
Multi factor models in asset pricing
 
Liquidity and Performance : Evidence from real estate securities and funds
Liquidity and Performance : Evidence from real estate securities and fundsLiquidity and Performance : Evidence from real estate securities and funds
Liquidity and Performance : Evidence from real estate securities and funds
 
The X Factor
The X FactorThe X Factor
The X Factor
 
Value investing and emerging markets
Value investing and emerging marketsValue investing and emerging markets
Value investing and emerging markets
 
A comparative analysis taxable municipal bonds and corporate bonds by CCM
A comparative analysis taxable municipal bonds and corporate bonds by CCMA comparative analysis taxable municipal bonds and corporate bonds by CCM
A comparative analysis taxable municipal bonds and corporate bonds by CCM
 
Authors Tutor ExaminerSubject Level and semest.docx
Authors Tutor ExaminerSubject Level and semest.docxAuthors Tutor ExaminerSubject Level and semest.docx
Authors Tutor ExaminerSubject Level and semest.docx
 
75 european private_equity
75 european private_equity75 european private_equity
75 european private_equity
 
Mutual fund performance an analysis of monthly returns of an emerging market
Mutual fund performance an analysis of monthly returns of an emerging marketMutual fund performance an analysis of monthly returns of an emerging market
Mutual fund performance an analysis of monthly returns of an emerging market
 
Stock Screen White Paper
Stock Screen White PaperStock Screen White Paper
Stock Screen White Paper
 
Portfolio Management Project
Portfolio Management ProjectPortfolio Management Project
Portfolio Management Project
 
Science in the City 2022 Prof J Jamesv[2022]
Science in the City 2022 Prof J Jamesv[2022]Science in the City 2022 Prof J Jamesv[2022]
Science in the City 2022 Prof J Jamesv[2022]
 

More from Edoardo Falchetti

Presentation on financial options, option valuation, and payout policy
Presentation on financial options, option valuation, and payout policyPresentation on financial options, option valuation, and payout policy
Presentation on financial options, option valuation, and payout policyEdoardo Falchetti
 
Presentation investor behavior and capital market efficiency
Presentation investor behavior and capital market efficiencyPresentation investor behavior and capital market efficiency
Presentation investor behavior and capital market efficiencyEdoardo Falchetti
 
M&A diversification potential project
M&A diversification potential projectM&A diversification potential project
M&A diversification potential projectEdoardo Falchetti
 
Portfolio optimization project
Portfolio optimization projectPortfolio optimization project
Portfolio optimization projectEdoardo Falchetti
 

More from Edoardo Falchetti (7)

LEGO presentation
LEGO presentationLEGO presentation
LEGO presentation
 
Piaggio project
Piaggio projectPiaggio project
Piaggio project
 
Presentation on financial options, option valuation, and payout policy
Presentation on financial options, option valuation, and payout policyPresentation on financial options, option valuation, and payout policy
Presentation on financial options, option valuation, and payout policy
 
Presentation investor behavior and capital market efficiency
Presentation investor behavior and capital market efficiencyPresentation investor behavior and capital market efficiency
Presentation investor behavior and capital market efficiency
 
Case listed equity
Case listed equityCase listed equity
Case listed equity
 
M&A diversification potential project
M&A diversification potential projectM&A diversification potential project
M&A diversification potential project
 
Portfolio optimization project
Portfolio optimization projectPortfolio optimization project
Portfolio optimization project
 

Recently uploaded

Bahawalpur Culture.pptx pptx pptx pttx pttx
Bahawalpur Culture.pptx pptx pptx pttx pttxBahawalpur Culture.pptx pptx pptx pttx pttx
Bahawalpur Culture.pptx pptx pptx pttx pttxAbdulNasirNichari
 
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书atedyxc
 
Bond Bazaar Powerpoint Presentation in Details
Bond Bazaar Powerpoint Presentation in DetailsBond Bazaar Powerpoint Presentation in Details
Bond Bazaar Powerpoint Presentation in DetailsChandrakant Akela
 
DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Mutual Fund
 
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作uotyyd
 
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书atedyxc
 
How to exchange my pi coins on HTX in 2024
How to exchange my pi coins on HTX in 2024How to exchange my pi coins on HTX in 2024
How to exchange my pi coins on HTX in 2024DOT TECH
 
Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Paperjam_redaction
 
Economics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfEconomics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfiambd3303
 
Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Arifa Saeed
 
How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.DOT TECH
 
Prezentacja Q1 2024 EN strona www relacji
Prezentacja Q1 2024  EN strona www relacjiPrezentacja Q1 2024  EN strona www relacji
Prezentacja Q1 2024 EN strona www relacjiklaudiafilka
 
L1 2024 Prequisite QM persion milad1371.pdf
L1 2024 Prequisite QM persion milad1371.pdfL1 2024 Prequisite QM persion milad1371.pdf
L1 2024 Prequisite QM persion milad1371.pdfmiladsojoudi211
 
Production and Cost of the firm with curves
Production and Cost of the firm with curvesProduction and Cost of the firm with curves
Production and Cost of the firm with curvesArifa Saeed
 
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书atedyxc
 
1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to miningNeal Brewster
 
TriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationTriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationAdnet Communications
 
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书atedyxc
 
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...Amil baba
 
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书atedyxc
 

Recently uploaded (20)

Bahawalpur Culture.pptx pptx pptx pttx pttx
Bahawalpur Culture.pptx pptx pptx pttx pttxBahawalpur Culture.pptx pptx pptx pttx pttx
Bahawalpur Culture.pptx pptx pptx pttx pttx
 
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
 
Bond Bazaar Powerpoint Presentation in Details
Bond Bazaar Powerpoint Presentation in DetailsBond Bazaar Powerpoint Presentation in Details
Bond Bazaar Powerpoint Presentation in Details
 
DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024
 
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作
原版一模一样(bu文凭证书)美国贝翰文大学毕业证文凭证书制作
 
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
 
How to exchange my pi coins on HTX in 2024
How to exchange my pi coins on HTX in 2024How to exchange my pi coins on HTX in 2024
How to exchange my pi coins on HTX in 2024
 
Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023
 
Economics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfEconomics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdf
 
Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...
 
How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.
 
Prezentacja Q1 2024 EN strona www relacji
Prezentacja Q1 2024  EN strona www relacjiPrezentacja Q1 2024  EN strona www relacji
Prezentacja Q1 2024 EN strona www relacji
 
L1 2024 Prequisite QM persion milad1371.pdf
L1 2024 Prequisite QM persion milad1371.pdfL1 2024 Prequisite QM persion milad1371.pdf
L1 2024 Prequisite QM persion milad1371.pdf
 
Production and Cost of the firm with curves
Production and Cost of the firm with curvesProduction and Cost of the firm with curves
Production and Cost of the firm with curves
 
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
 
1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining
 
TriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationTriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentation
 
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书
一比一原版(Cornell毕业证书)康奈尔大学毕业证成绩单学位证书
 
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...
NO1 Best Black Magic Removal in Uk kala jadu Specialist kala jadu for Love Ba...
 
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
 

Presentation real estate

  • 1. Case A Real Estate in a Mixed Asset Portfolio SUBGROUP 2 – EDOARDO FALCHETTI
  • 2. Agenda 1. Recap and introduction 2. Summary statistics 3. Correlation analysis & bear markets 4. Mean-variance analysis 5. Incorporating real estate 6. Conclusion
  • 3. 1. Recap and introduction  MPT: optimal portfolio allocation among different asset classes  Bonds, stocks, but also real estate (about one third)  Main features of real estate  Direct and indirect real estate  Purpose: Is real estate a good diversifier?  Tool: Modern Portfolio Theory
  • 4. 2. Summary statistics • UK market • Bonds • Stocks • Direct real estate • Indirect real estate Feb. 1987 – Dec. 1999 Monthly returns
  • 5. Annualized summary statistics Indirect RE Direct RE Equity Bonds Mean 8.28 10.15 13.96 10.43 Standard deviation 21.61 3.06 17.20 3.61 MIN -32.39 -1.78 -30.80 -2.54 MAX 13.10 3.56 13.06 4.35 Sharpe ratio 0.38 3.32 0.81 2.89
  • 6. Insights on summary statistics  Direct RE has the highest Sharpe ratio (3.32)  Indirect RE has the lowest return and the highest volatility
  • 7. 3. Correlation analysis & bear markets Correlation analysis Indirect RE Direct RE Equity Bonds Indirect RE 1 Direct RE -0.01 1 Equity 0.74 -0.08 1 Bonds 0.14 -0.13 0.10 1
  • 8. Insights on correlation analysis  Quite high correlation between equity and indirect RE  Low correlation between bonds and other asset classes  Slightly negative correlation between direct RE and other asset classes
  • 9. «How do the different assets perform in bear markets?»
  • 10. Insights on correlation analysis  Quite high correlation between equity and indirect RE  Low correlation between bonds and other asset classes  Slightly negative correlation between direct RE and other asset classes
  • 11. 4. Mean-variance analysis  The purpose of the mean-variance analysis is to find out which is the optimal combination of assets that minimizes the variance in the portfolio, given an expected return (or viceversa)  Analysis among different asset classes  The optimal portfolio combination lies on the efficient frontier
  • 12. 8 9 10 11 12 13 14 -2 3 8 13 18 23 Returnin% Risk (SD) in % Efficient portfolio Direct and Indirect Equity and Indirect Bonds and Indirect Bonds and Direct Equity and Direct Bonds and Equity Efficient Frontier
  • 14. Insights on the optimal portfolio  Indirect RE does not represent a good diversification tool (weight=0)  Relatively high weight for direct RE, which improves the overall portfolio efficiency
  • 15. Main drawbacks  Investing in direct real estate is costly  Differences about efficiency in the markets (apples and oranges problem)  The results may not reflect the true optimal allocation
  • 16. 6. Conclusions  Direct RE can be a useful diversification tool  Efficient frontier affected only by direct RE  Direct RE is more efficient, but also costlier and more illiquid  Therefore, an average individual might look for feasible alternatives