The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices

This paper develops a method to capture anisotropic spatial autocorrelation in the context of the simultaneous autoregressive model. Standard isotropic models assume that spatial correlation is a homogeneous function of distance. This assumption, however, is oversimplified if spatial dependence changes with direction. We thus propose a local anisotropic approach based on non-linear scale-space image processing. We illustrate the methodology by using data on single-family house transactions in Lucas County, Ohio. The empirical results suggest that the anisotropic modeling technique can reduce both in-sample and out-of-sample forecast errors. Moreover, it can easily be applied to other spatial econometric functional and kernel forms.     

Value creation and pricing in buyouts: Empirical evidence from Europe and North America

Using a unique proprietary data set of 1980 realized and unrealized buyouts completed between 1986 and 2010, we examine entry and exit pricing in buyouts and its influence on private equity (PE) sponsors' returns. We find that besides leverage and operational improvements, EBITDA multiple expansion (i.e. the difference between entry and exit pricing) is a fundamental factor in explaining equity returns and the result of skill rather than pure luck. We also provide evidence that more experienced PE sponsors use more debt to finance a PE transaction and debt is positively related to entry buyout pricing. However, for a transaction with a given leverage level, more experienced PE sponsors are able to negotiate lower prices. In addition, our results show that deals conducted by first time funds which are realized in a later stage of a fund's life cycle are associated with lower exit prices which can be explained by the increased exit pressure for the PE sponsor.     

The decomposition of US and Euro area stock and bond returns and their sensitivity to economic state variables

This paper decomposes US and Euro area excess stock and bond return innovations into news factors using the Campbell–Schiller methodology. The results indicate that stock return volatility is mostly due to volatility of future excess return news. Inflation news plays a minor role although it is significantly correlated with excess return innovations. For the bond market too, it is future return news—not inflation news—that moves bond returns most. For finite investment horizons, however, asset market movements give a differential importance to the various news components. Results are comparable for the US and the Euro area, but differ in terms of magnitudes. In addition, sensitivities (‘betas’) to a set of state variables are estimated, yielding high interest rate betas and low money growth betas. Generally, inflation, unemployment and leading indicator betas are significant. Asset market exposures to oil and exchange rate changes are more significant for the Euro area than in the US.     

Spatial Linkages in Returns and Volatilities among U.S. Regional Housing Markets

This article investigates spatial linkages in returns, idiosyncratic risks and volatilities across 19 U.S. regional housing markets. Using Case & Shiller housing price indices from 1995 through 2009, we find that interconnections across markets can be “wider” and “stronger” than would normally be expected. They are “wider” because, in addition to geographic closeness, economic proximity is also an important source of influence; they are “stronger” because of the significant contagion effects during the 2007–2009 subprime and financial crises. The increased comovement and interdependence, especially among more geographically diverse regions with similar economic conditions, may help explain the failure of geographic portfolio diversification strategies.     

Affiliates’ Bank Debt Policy: Does Parent Firm Nationality Matter?

This paper examines whether and how bank debt is affected by foreign group affiliation. Ceteris paribus, affiliates of foreign business groups only use about half as much bank debt compared to affiliates of domestic groups. Further, the results indicate that geographical and cultural distance between parent and affiliate countries raise barriers when accessing bank financing. The bank debt usage decreases even further if affiliates and parent firms depend on different legal systems or the degree of legal enforcement in the parent firm's country is low.     

Choices between different off-farm employment sub-categories: An empirical analysis for Jiangxi Province, China

This paper analyzes the relative importance of four sub-categories of off-farm employment, and the factors driving participation of individuals in these sub-categories for three villages in Jiangxi Province. We find that migration is the most important type of off-farm employment, while agricultural wage employment is a minor activity. Migrant remittances are smaller than household incomes earned from self-employment and local non-farm employment. The results of a multinomial probit analysis explaining off-farm participation decisions show that presence of young children in a household restrains participation in migration, while the presence of elderly persons and a higher level of education stimulate migration. Local wage employment and self-employment are not affected by these factors. The gender bias in access to off-farm employment is largest for agricultural employment and local non-agricultural employment. Land scarcity stimulates participation in migration and local non-agricultural employment, while possibilities to rent land out to other farmers stimulate only migration. The paper ends with policy suggestions for promoting off-farm employment within the own region and for altering the criteria for land distribution to rural households.     

The Pursuit of Significance

The results of a large scale research project among top public managers in The Netherlands are presented. On the basis of Likert-scaling the degree of Change Orientation is measured. Change Orientation consists of five components: commitment to values; serving the public; empowerment and shared leadership; pragmatic incremen-talism and dedication to public service.     

China's One‐Child Policy and ‘the Mystery of Missing Women’: Ethnic Minorities and Male‐Biased Sex Ratios*

Recent estimates suggest that as many as 40 million women are ‘missing’ in China. We exploit a special provision in the Chinese one‐child policy (OCP; allowing for preferential treatment of ethnic minority groups) to revisit the mystery of these missing women, and in particular to explore the contribution of China's OCP in distorting sex ratios. Our results imply that preference for boys is the main driver of the gender gap, and that the OCP is responsible for about half of it. This is true even before ultrasound technologies for prenatal gender determination were available. Not surprisingly, interaction between the OCP and ultrasound technologies has contributed to the gender gap.     

Published stock recommendations as investor sentiment in the near-term stock market

This paper investigates the role of published stock recommendations in print and online media as investor sentiment in the near-term German stock market. In line with extant literature on other sentiment measures, vector autoregressions reveal that past stock returns drive today’s sentiment, but not the other way around, and that sentiment is a powerful predictor of itself. In particular, sentiment based on printed analyst recommendations follows reversals, that is, when analysts face a stock market downturn, they see a buying opportunity and become optimistic.     

Modeling Asset Premiums and the Riskfree Rate in General Equilibrium CCAPM

We elaborate on the consumption capital asset pricing model (CCAPM) to reveal a set of underlying forces that determine asset returns. We use generalized preferences, allow for labor-leisure choice, a broad asset portfolio, and holding international claims. A calibration of the model with US data learns that excess stock and bond returns can be replicated. At the same time, however, the riskfree interest rate generally appears to be mispriced, consistent with Weil (1989). Additional results show that in general two optimal values of the intertemporal substitution parameter correspond with a specified coefficient of risk aversion. Tests that assess the dynamic properties of the model yield mixed results, but are most favorable when home bias is allowed.