Asymmetric dynamics in REIT prices: Further evidence based on quantile regression analysis

نویسندگان

  • Chien-Chiang Lee
  • Cheng-Feng Lee
  • Chi-Chuan Lee
چکیده

a r t i c l e i n f o This study examines whether mean reversion in REIT prices presents an asymmetric behavior across various quantiles. Distinguished from previous literature that applied the traditional linear unit-root test, a state-of-the-art quantile unit-root test is employed to identify financial asset predictability in five real estate investment trust (REIT) classifications. Our empirical results reveal a distinct pattern that mean reversion is found for those relatively high REIT prices, while random walk properties only exist for those relatively low REIT prices. More specifically, the higher the price is, the faster the speed of mean reversion of REIT toward its long-run equilibrium will be. The issue of whether financial asset prices follow a random walk or revert to the long-run trend has relevant financial implications. This conflict of interest is motivated by the predictability of financial market returns and implication on investment strategies and decisions. In the case of random walk, price level adjustments are random and unpredictable. On the other hand, mean reversion demonstrates that investors are able to develop a trading strategy to profit from the predictable returns. Therefore, empirical research studies in finance have long presented a great deal of attention on the time-series properties of financial asset prices to mention a few. Despite this extensive research, the empirical evidence on mean reversion in financial asset prices is still inconclusive. Yet another investment vehicle appears to be on the way, in the form of real estate securities. Real estate investment trusts (REITs) have played an increasingly key role in US real estate investment. REITs not only provide alternative investment channels to investors, but also enable individual investors to invest in real estate or real estate-related assets. As discussed by Payne and Zuehlke (2006), the cyclical behavior of REITs has become a critical issue as their increasing growth to be an investment vehicle for investor. Our motivations for the present study are rooted in whether REIT prices can be characterized as unit-root (random walk) or mean reverting (trend stationary) processes. If REITs are mean reverting, then a series should return to its long-run trend whose path is determined by structural fundamentals over time and it should be possible to forecast future movements in REITs based on past behavior, providing information for financial investment decisions and strategies. By contrast, if REITs are a unit-root process, then any shock to REITs is likely to …

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Semi-parametric Quantile Regression for Analysing Continuous Longitudinal Responses

Recently, quantile regression (QR) models are often applied for longitudinal data analysis. When the distribution of responses seems to be skew and asymmetric due to outliers and heavy-tails, QR models may work suitably. In this paper, a semi-parametric quantile regression model is developed for analysing continuous longitudinal responses. The error term's distribution is assumed to be Asymmetr...

متن کامل

Investigating the Differences in CO2 Emission in the Transport Sector Across Iranian Provinces: Evidence from a Quantile Regression Model

Improving the quality of the environment is a desired goal of any economy. In this regard, given the important role of the transportation sector in the emission of pollutants, policy makers should focus on identifying the factors affecting CO2 emissions in the transport sector. This study examines the factors affecting the differences of CO2 emissions in the transportation sector in Iranian pro...

متن کامل

Dependence of Default Probability and Recovery Rate in Structural Credit Risk Models: Empirical Evidence from Greece

The main idea of this paper is to study the dependence between the probability of default and the recovery rate on credit portfolio and to seek empirically this relationship. We examine the dependence between PD and RR by theoretical approach. For the empirically methodology, we use the bootstrapped quantile regression and the simultaneous quantile regression. These methods allow to determinate...

متن کامل

Analysis of the Effect of Financial Supervision Quality on the Credit Risk of Banks in Iran by Quantile Panel Regression

Asymmetric information in financial markets and the possibility of encouraging bank managers to make risky choices can jeopardize the interests of investors. Financial supervision by controlling the riskiness of banks is one of the ways to protect investors. Although the main burden of financing in Iran falls on banks, overdue receivables can undermine this function. In this article, the effect...

متن کامل

A Bayesian Quantile Regression Analysis of Potential Risk Factors for Violent Crimes in USA

Bayesian quantile regression has drawn more attention in widespread applications recently. Yu and Moyeed (2001) proposed an asymmetric Laplace distribution to provide likelihood based mechanism for Bayesian inference of quantile regression models. In this work, the primary objective is to evaluate the performance of Bayesian quantile regression compared with simple regression and quantile regre...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015