“…However, some studies have documented that over long horizons the linkages between indirect and direct real estate are quite strong (Giliberto, 1990;Seck, 1996;Ziering et al, 1997;Geltner and Kluger, 1998;Seiler et al, 2001;Mackinnon and Zaman, 2009;Oikarinen et al, 2011;Hoesli and Oikarinen, 2012). The study of Hoesli and Oikarinen (2012) shows that long-run REIT market performance is much more like the direct real estate market than the general stock market, while the short term comovement between REITs and stocks is stronger than that between REITs and direct real estate We use the Panel Smooth Transition Regression (PSTR) model, which was recently developed by Gonzàlez et al (2005) to set 3-month interest rate change as threshold variables, and to determine the relative influence of stock, fixed-income securities and direct real estate to Japan and the U.S. REITs as a whole in different regimes.…”