Skip to main content
Top

2018 | OriginalPaper | Chapter

Analysis of Risk, Rate of Return and Dependency of REITs in ASIA with Capital Asset Pricing Model

Authors : Rungrapee Phadkantha, Woraphon Yamaka, Roengchai Tansuchat

Published in: Predictive Econometrics and Big Data

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This study introduces an approach to fitting a copula based seemingly unrelated regression to an interval-valued data set. This approach consists of fitting a model on the appropriate point of the interval values assumed by the variables in the learning set. To find the appropriate point of the interval values, we assign weights in calculating the appropriate value between intervals by using convex combination method. We apply this methodology to quantify the risk and dependence of Real Estate Investment Trust (REITs) in Asia. Our results suggest that Hong Kong and Japan markets have a positive sign of the beta and both markets have less volatility than the global REITs market. On the other hand, we find that the estimated beta for Singapore market shows a negative relationship with global REITs market. We conclude that Singapore market can be viewed as a hedge against higher risk in Asian REITs.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Billard, L., Diday, E.: Regression analysis for interval-valued data. In: Data Analysis, Classification, and Related Methods, pp. 369–374. Springer, Heidelberg (2000) Billard, L., Diday, E.: Regression analysis for interval-valued data. In: Data Analysis, Classification, and Related Methods, pp. 369–374. Springer, Heidelberg (2000)
2.
go back to reference Chanaim, S., Sriboonchitta, S., Rungruang, C.: A convex combination method for linear regression with interval data. In: Proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, Da Nang, Vietnam, 30 November– 2 December 2016, vol. 5, pp. 469–480. Springer (2016) Chanaim, S., Sriboonchitta, S., Rungruang, C.: A convex combination method for linear regression with interval data. In: Proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, Da Nang, Vietnam, 30 November– 2 December 2016, vol. 5, pp. 469–480. Springer (2016)
3.
go back to reference Fang, H., Chang, T.Y., Lee, Y.H., Chen, W.J.: The impact of macroeconomic factors on the real estate investment trust index return on Japan, Singapore and China. Investment Manage. Financ. Innov. 13(4-1) (2016) Fang, H., Chang, T.Y., Lee, Y.H., Chen, W.J.: The impact of macroeconomic factors on the real estate investment trust index return on Japan, Singapore and China. Investment Manage. Financ. Innov. 13(4-1) (2016)
4.
go back to reference Joe, H.: Asymptotic efficiency of the two-stage estimation method for copula-based models. J. Multivar. Anal. 94(2), 401–419 (2005)MathSciNetCrossRefMATH Joe, H.: Asymptotic efficiency of the two-stage estimation method for copula-based models. J. Multivar. Anal. 94(2), 401–419 (2005)MathSciNetCrossRefMATH
5.
go back to reference Lintner, J.: The valuation of risky assets and the selection of risky investments in stock portfolios and capital budgets. Rev. Econ. Stat. 47(1), 13–37 (1965)CrossRef Lintner, J.: The valuation of risky assets and the selection of risky investments in stock portfolios and capital budgets. Rev. Econ. Stat. 47(1), 13–37 (1965)CrossRef
6.
go back to reference Newell, G.: The investment characteristics and benefits of Asian REITs for retail investors. Asia Pacific Real Estate Association (APREA) (2012) Newell, G.: The investment characteristics and benefits of Asian REITs for retail investors. Asia Pacific Real Estate Association (APREA) (2012)
7.
go back to reference Pastpipatkul, P., Maneejuk, P., Wiboonpongse, A., Sriboonchitta, S.: Seemingly unrelated regression based copula: an application on Thai rice market. In: Causal Inference in Econometrics, pp. 437–450. Springer (2016a) Pastpipatkul, P., Maneejuk, P., Wiboonpongse, A., Sriboonchitta, S.: Seemingly unrelated regression based copula: an application on Thai rice market. In: Causal Inference in Econometrics, pp. 437–450. Springer (2016a)
8.
go back to reference Pastpipatkul, P., Panthamit, N., Yamaka, W., Sriboochitta, S.: A copula-based markov switching seemingly unrelated regression approach for analysis the demand and supply on sugar market. In: Proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, Da Nang, Vietnam, 30 November–2 December 2016, vol. 5, pp. 481–492. Springer (2016b) Pastpipatkul, P., Panthamit, N., Yamaka, W., Sriboochitta, S.: A copula-based markov switching seemingly unrelated regression approach for analysis the demand and supply on sugar market. In: Proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, Da Nang, Vietnam, 30 November–2 December 2016, vol. 5, pp. 481–492. Springer (2016b)
9.
go back to reference Pham, A.K.: An empirical analysis of real estate investment trusts in Asia: Structure, performance and strategic investment implications (2013) Pham, A.K.: An empirical analysis of real estate investment trusts in Asia: Structure, performance and strategic investment implications (2013)
10.
go back to reference Phochanachan, P., Pastpipatkul, P., Yamaka, W., Sriboonchitta, S.: Threshold regression for modeling symbolic interval data. Int. J. Appl. Bus. Econ. Res. 15(7), 195–207 (2017) Phochanachan, P., Pastpipatkul, P., Yamaka, W., Sriboonchitta, S.: Threshold regression for modeling symbolic interval data. Int. J. Appl. Bus. Econ. Res. 15(7), 195–207 (2017)
11.
go back to reference Piamsuwannakit, S., Autchariyapanitkul, K., Sriboonchitta, S., Ouncharoen, R.: Capital asset pricing model with interval data. In: Integrated Uncertainty in Knowledge Modelling and Decision Making, pp. 163–170. Springer (2015) Piamsuwannakit, S., Autchariyapanitkul, K., Sriboonchitta, S., Ouncharoen, R.: Capital asset pricing model with interval data. In: Integrated Uncertainty in Knowledge Modelling and Decision Making, pp. 163–170. Springer (2015)
12.
go back to reference Sharpe, W.F.: The Capital Asset Pricing Model: A “Multi-Beta” Interpretation. Stanford University, Graduate School of Business (1973) Sharpe, W.F.: The Capital Asset Pricing Model: A “Multi-Beta” Interpretation. Stanford University, Graduate School of Business (1973)
13.
go back to reference Sklar, A.: Fonctions de de répartition n dimensions et leurs marges. Publications de l’Institut de Statistique de l’Universit de Paris (1959) Sklar, A.: Fonctions de de répartition n dimensions et leurs marges. Publications de l’Institut de Statistique de l’Universit de Paris (1959)
14.
go back to reference Smith, M.S., Gan, Q., Kohn, R.J.: Modelling dependence using skew t copulas: Bayesian inference and applications. J. Appl. Econometrics 27(3), 500–522 (2012)MathSciNetCrossRef Smith, M.S., Gan, Q., Kohn, R.J.: Modelling dependence using skew t copulas: Bayesian inference and applications. J. Appl. Econometrics 27(3), 500–522 (2012)MathSciNetCrossRef
15.
go back to reference Smith, M.S., Khaled, M.A.: Estimation of copula models with discrete margins via Bayesian data augmentation. J. Am. Stat. Assoc. 107(497), 290–303 (2012)MathSciNetCrossRefMATH Smith, M.S., Khaled, M.A.: Estimation of copula models with discrete margins via Bayesian data augmentation. J. Am. Stat. Assoc. 107(497), 290–303 (2012)MathSciNetCrossRefMATH
16.
go back to reference Wichitaksorn, N.: Estimation of bivariate copula-based seemingly unrelated Tobit models (2012) Wichitaksorn, N.: Estimation of bivariate copula-based seemingly unrelated Tobit models (2012)
17.
go back to reference Zellner, A.: An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. J. Am. Stat. Assoc. 57(298), 348–368 (1962)MathSciNetCrossRefMATH Zellner, A.: An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. J. Am. Stat. Assoc. 57(298), 348–368 (1962)MathSciNetCrossRefMATH
Metadata
Title
Analysis of Risk, Rate of Return and Dependency of REITs in ASIA with Capital Asset Pricing Model
Authors
Rungrapee Phadkantha
Woraphon Yamaka
Roengchai Tansuchat
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-70942-0_38

Premium Partner