Housing Price Volatility Changes and Their Effects

We examine significant volatility shifts in regional housing price changes, adapting a method of Haugen, Talmor and Torous (1991) independent of predefined sampling blocks. We identify 36 volatility events, most of which are purely regional, but three of which are national. We find significant associations of volatility events and economic conditions, especially national and regional income growth, inflation, and interest rates. During an initial adjustment period after a volatility shift, realized housing returns move opposite to volatility. We find evidence of significant interregional diffusion of volatility increases, but not of decreases. New insights on links between economic conditions and housing volatility and returns should be of value to household investors and mortgage investors.     

Regime Shifts in Asian Equity and Real Estate Markets

This paper applies a new statistical technology for identifying regime shifts to analyze recent data on real estate and equity markets in eight developing Far Eastern countries in the 1992–1998 time period. We find that regime shifts in volatility occur in the summer of 1997; however, most of the regime shifts in returns occur in the spring of 1998. While the clustering of regime breaks does not seem to follow any obvious pattern, the country's exposure to trade and firm leverage are important. An analysis of Granger causality suggests that, in most cases, equity returns cause real estate returns but the converse is not true. We also find two-way causality in volatility, suggesting that a common factor drives volatility in these markets. Finally, we provide evidence that the regime shifts generally imply higher relative risk for real estate securities after the estimated breaks.     

Forecasting Prices and Excess Returns in the Housing Market

The paper uses quarterly indexes of existing single-family home prices estimated with microdata on properties that sold more than once to estimate excess returns to investment in owner-occupied housing. Housing prices and excess returns are estimated over the period 1970:1 to 1986:3 for Atlanta, Chicago, Dallas, San Francisco. Using time-series cross-section regressions we test for the forecastability of prices and excess returns using a number of independent variables. Price changes in one year tend to continue for more than one year in the same direction. The ratio of construction costs to price, changes in adult population and increases in real per capita income all are positively related to excess returns or price changes over the subsequent year. The results add weight to the argument that the market for single-family homes is inefficient.     

Geographic Portfolio Allocations,Property Selection and Performance Attribution in Public and Private Real Estate Markets

This article examines the effects of geographic portfolio concentrations on the return performance of U.S. public real estate investment trusts versus private commercial real estate over the 1996–2013 time period. Adjusting private market returns for differences in geographic concentrations with public markets, we find that core private market performance falls. Using return performance attribution analysis, we find that the geographic allocation effect constitutes only a small portion of the total return difference between listed and private market returns, whereas individual property selection within geographic locations explains, in part, the documented outperformance of listed versus private real estate market returns.     

Returns and Information Transmission Dynamics in Public and Private Real Estate Markets

This paper examines U.S. public and private commercial real estate returns at the aggregate level and by the four major property types over the 1994–2012 time period. Returns are carefully adjusted for differences between public and private markets in financial leverage, property type focus and management fees. Unconditionally, we find that passive portfolios of unlevered core real estate investment trusts (REITs) outperformed their private market benchmark by 49 basis points (annualized) over the 1994–2012 sample period. Our baseline vector autoregression results suggest that REIT returns do not embed additional commercial real‐estate‐specific information useful in predicting private market returns. These results strongly suggest that equity REIT returns react to fundamental (latent) asset pricing information more quickly than private market returns given their greater liquidity and price revelation. REITs therefore serve as a fundamental information transmission channel to private market returns when asset pricing variables are omitted.     

The Performance of Commercial Mortgages

This study examines the return characteristics of a large, well-diversified commercial mortgage portfolio. Mortgage-specific cash-flow histories are constructed for 2,480 loans originated over the period 1974 through 1990, and a contingent-claims approach to pricing risky debt is used to estimate inter-temporal market values. Quarterly holding-period returns are compared across selected mortgage groups and to alternate asset classes. Our findings suggest that both mortgage returns and volatility of return are comparable to those of other forms of fixed-income assets over the study period. Implied property price volatility is found to average 17%, a result significantly higher than reported in earlier studies. While mortgage returns are found to vary by property type and region of origin, cross correlation of returns is found to be high, illustrating the systematic effect of interest rates on the performance of commercial mortgages over the period 1974 through 1990. However, an increase in credit risk in the latter years of the study suggests that diversification may be a worthwhile objective for holders of these assets. We do not find evidence to suggest that abnormal returns were earned on commercial mortgage portfolios over the study period.     

The Information Content of Method of Payment in Mergers: Evidence from Real Estate Investment Trusts (REITs)

We provide evidence on the information content of the method of payment in mergers by examining shareholder returns in a sample of REIT mergers over the period 1994–1998. When the target firm is publicly held, we find that transactions are always stock-financed, and that acquiring firm shareholders sustain small negative returns around the announcement date. When the target is privately held, cash financing, mixed (stock and cash) financing, and placement of blocks of acquirer stock with target owners are more prevalent. Acquirer returns are positive in stock-financed mergers when the target is private, which is consistent with both the information signaling and monitoring by blockholders hypotheses. Further analysis supports the information signaling hypothesis as the dominant explanation. The effects of other explanatory variables are similar whether the target is public or private. Most significantly, acquiring shareholder returns are negatively related to the acquirer's size, but positively related to the acquirer's use of the UPREIT organizational structure. The positive wealth effects of the UPREIT structure are not fully explained as the capitalization of tax benefits.     

Training and Promotion: Allocation of Skills or Incentives?

This paper analyzes the impact of training on the probability of promotion. Results from the British Household Panel Survey indicate that training increases the probability of promotion of female workers, but not that of male workers. In terms of wages, men obtain significant returns from (general and specific) training acquired with their current employer, while women profit from general training. Overall, results suggest that career moves of women are importantly affected by the market value of their skills, while those of men fit better a model of promotions as providers of incentives.     

Immigrants’ Wage Performance in a Routine Biased Technological Change Era: France 1994–2012

Over the period 1994–2012, immigrants’ wage growth in France outperformed that of natives. We investigate to what extent changes in task‐specific returns to skills contributed to this wage dynamics differential through two channels: changes in the valuation of skills (price effect) and occupational sorting (quantity effect). We find that the wage growth premium of immigrants is mainly explained by the progressive reallocation of immigrants toward tasks whose returns increase over time. Immigrants seem to have taken advantage of labor demand restructuring driven by globalization and technological changes.     

Patterns of abnormal returns and the competitive effects of horizontal mergers

This paper examines the abnormal stock returns of rivals of firms undertaking horizontal mergers that were challenged by the FTC over the period 1981–1987. At the time of merger announcements, the rivals earn positive abnormal return on average; at the time of the antitrust complaints, the rivals earn normal returns. Past studies have argued that this specific pattern of abnormal returns necessarily indicates that mergers could not have reduced competition. This paper finds that this pattern of abnormal returns is a result of the different effects of antitrust complaints on smaller and larger rivals. The evidence suggests that the mergers may have created efficiencies, but the pattern of abnormal returns is not inconsistent with mergers that may also have resulted in higher product prices.     

Do Common Risk Factors in the Returns on Stocks and Bonds Explain Returns on REITs?

The monthly returns on equity and mortgage real estate investment trusts (REITs) are analyzed over the period July 1976 to December 1992. The results indicate that risk premiums on equity REITs are significantly related to risk premiums on a market portfolio of stocks as well as to the returns on mimicking portfolios for size and book-to-market equity factors in common stock returns. Mortgage REIT risk premiums are significantly related to the three stock market factors and two bond market factors in returns. Also, mortgage REIT shares underperform by an average of 6.8% per year.     

The Separation of Real Estate Operations By Spin-Off

In this paper, we consider spin-offs as a vehicle to separate real estate operations from other real estate and/or non-real estate operations. For a sample of 33 such spin-offs announced and completed between 1962 and 1982, we document significantly positive abnormal returns around spin-off announcements. Using the standard event-time methodology, we find average excess returns of 5.7% in the two-day interval surrounding the first Wall Street Journal report of a pending spin-off. While the gains associated with spin-offs by real estate firms are positive on average, they are small in comparison to the 9.1% two-day announcement period abnormal returns surrounding proposals by non-real estate firms to divest real estate operations.     

Markov Switching Dynamics in REIT Returns: Univariate and Multivariate Evidence on Forecasting Performance

We document the presence of Markov switching regimes in expected returns, variances and the implied reward‐to‐risk ratio of real estate investment trust (REIT) returns and compare them to properties of stocks and bonds. Our evidence suggests that regime switching techniques are more successful over the period 1972–2008 than other time‐series models are. When the analysis is extended to a multivariate setting in which REIT, stock and bond returns are modeled jointly, we find that the data call for the specification of four separate regimes. These result from the absence of synchronicity among the regimes that characterize univariate REIT, stock and bond returns.     

The persistence of abnormal returns at industry and firm levels: Evidence from Spain

We apply structural equation models to longitudinal data on profits of firms within industries to study the persistence of abnormal returns. We obtain a two‐way variance decomposition for abnormal returns: at firm vs. industry levels, and at permanent vs. transitory components. This decomposition enables us to assess the relative importance of the fundamental components of abnormal returns discussed in the literature. The method is applied to a panel of 5,000 Spanish firms observed over the period 1995–2000. We conclude that: (a) there are significant and permanent differences between profit rates at both industry and firm levels; (b) variation of abnormal returns at firm level is greater than at industry level; and (c) firm and industry levels do not differ significantly regarding rates of convergence of abnormal returns. Copyright © 2007 John Wiley & Sons, Ltd.     

What Factors Determine International Real Estate Security Returns?

We use constrained cross-sectional regressions to disentangle the effects of various factors on international real estate security returns. Besides a common factor, pure country, property type, size and value/growth factors are considered. The value/growth measure that is used in this paper provides for each security the relative importance of the value and growth components, rather than a binary classification. The value/growth factor is found to be volatile and to have a substantial effect on returns over the period February 1990–April 2003. Country factors are the dominant factors, and size is shown to have a negative impact on returns. Statistical factors derived by means of cluster analysis explain about one third of specific returns on international real estate securities. The implication for portfolio managers is that failing to recognize the importance of the various factors leads to the portfolio being exposed to systematic risk.     

Performance effects of imitative entry

This article examines how waiting to imitate a product affects the performance of the imitator compared to the innovator. Specifically, we address two research questions. Under what conditions does imitation erode the advantage of the innovator? What strategies of imitators help overcome the innovator's advantage? Our main argument is that the increasing availability of information on the innovator's product increases the imitator's returns to waiting. With this increasing availability of information, imitators' products transition from those that are horizontally differentiated (products are similar in quality but differ in their attributes) to those that are vertically differentiated (products differ in quality). Thus, we hypothesize that shifts in the nature of competition over time from horizontal differentiation to vertical differentiation account for why the innovator's advantage is not preserved. Imitation timing simply reflects the uncertainty inherent in imitation efforts. One such uncertainty is the extent of product differentiation that the imitator can achieve. We develop several hypotheses that elaborate this basic intuition. We obtained detailed data on innovator‐imitator competition in the branded drug industry to test the hypotheses. All our hypotheses are supported. The main contribution of the article is in showing that the nature of product differentiation in product categories is endogenous to the imitative entry decisions of firms. Copyright © 2008 John Wiley & Sons, Ltd.     

The Reaction of Real Estate–Related Industries to the Monetary Policy Actions

We study the impact of changes in U.S. monetary policy on the equity returns of real estate–related industries. We find that, over the 1989–2005 sample period covered in our study, a hypothetical unexpected rate cut of 25 basis points (bps) is associated with an increase of about 170 bps in the value‐weighted returns of real estate–related industries. We find that monetary policy impacts the stock prices in real estate–related industries through its impact on the future expected stock returns and not on real interest rates or expected future dividends. There is also some evidence of asymmetry in the responses of the industry returns to the monetary policy actions. A strong stock price response to reversals in the direction of the Federal Reserve's monetary policy is reported.     

Risk and Return on Real Estate: Evidence from Equity REITs

We analyze monthly returns on an equally weighted index of eighteen to twenty-three equity (real property) real estate investment trusts (REITs) that were traded on major stock exchanges over the 1973–87 period. We employ a multifactor Arbitrage Pricing Model using prespecified macroeconomic factors. We also test whether equity REIT returns are related to changes in the discount on closed-end stock funds, which seems plausible given the closed-end nature of REITs.
Three factors, and the percentage change in the discount on closed-end stock funds, consistently drive equity REIT returns: unexpected inflation and changes in the risk and term structures of interest rates. The impacts of these variables on equity REIT returns is around 60% of the impacts on corporate stock returns generally. As expected, the impacts are greater for more heavily levered REITs than for less levered REITs. Real estate, at least as measured by the return performance of equity REITs, is less risky than stocks generally, but does not offer a superior risk-adjusted return and is not a hedge against unexpected inflation.     

Real Estate and the Arbitrage Pricing Theory: Macrovariables vs. Derived Factors

Two empirical models are used to implement the arbitrage pricing theory: the factor loading model (FLM) and the macrovariable model (MVM). This study compares the ability of these two models to explain real estate returns using equity REIT returns as a proxy. Two tests are performed: a comparison of crosssectional adjusted-R2's and the Davidson and Mackinnon test. The results show that while the two models perform equally well during the period 1974–1979, the MVM outperforms the FLM over the periods 1980–1985 and 1986–1991. In addition, both models suggest superior financial performance for EREITs relative to other investments in the market during the period 1980–1985.     

Macroeconomic Risk Factors and the Role of Mispriced Credit in the Returns from International Real Estate Securities

We examine the canonical influence of global market, currency and inflation risks on the returns from international real estate securities. In addition, we study how mispricing of credit in the local banking systems is related to the returns from these securities. We analyze a global sample of real estate securities over the period 1999 to 2011 to test our hypotheses. We find support for the anticipated relationships between macroeconomic risk factors and the returns from international real estate securities. Our evidence also supports the expected link between local credit market conditions and the performance of international real estate securities.