Skip to main content

2018 | OriginalPaper | Buchkapitel

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

verfasst von : Rungrapee Phadkantha, Woraphon Yamaka, Roengchai Tansuchat

Erschienen in: Predictive Econometrics and Big Data

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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
Metadaten
Titel
Analysis of Risk, Rate of Return and Dependency of REITs in ASIA with Capital Asset Pricing Model
verfasst von
Rungrapee Phadkantha
Woraphon Yamaka
Roengchai Tansuchat
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-70942-0_38