This paper uses small set of variables-- real GDP, the inflation rate, and the short-term interest rate -- and a rich set of models -- athoeretical and theoretical, linear and nonlinear, as well as classical and Bayesian models -- to consider whether we could have predicted the recent downturn...

In this paper we examine the real estate returns predictability employing US REITs and a set of possible predictors for the period January 1991 to September 2013. To this end we employ several forecasting models to test for REITs predictability under a flexible framework that captures parameter...

This empirical study analyses the long run behaviour of provincial house prices in South Africa based on the club convergence and clustering procedure of Phillips and Sul (2007). Using quarterly data covering the period of 1974Q1 to 2012Q4, 1976Q2 to 2012Q4, 1974Q1 to 2012 Q4 and 1977Q3 to...

This paper analyses the causal relationship between housing activity and growth in nine provinces of South Africa for the period 1995-2011, using panel causality analysis, which accounts for cross-section dependency and heterogeneity across provinces. Our empirical results support unidirectional...

Housing price-to-income and price-to-rent ratios are among the most widely monitored indicators of housing market conditions. While these ratios tend to fluctuate around a constant level or a mild trend over the long term, they also tend to deviate from these benchmarks for protracted periods....

This paper examines asymmetries in the impact of monetary policy on the middle segment of the South African housing market from 1966:M2 to 2011:M12. We use Markov-switching vector autoregressive (MS-VAR) model in which parameters change according to the phase of the housing cycle. The results...

This paper analyses the economic sources underlying the comovement of real house prices in South Africa. We use quarterly provincial-level data from 1974:Q1 to 2011:Q4. First, we disentangle the national component of real house price movements from the local (provincial or region-specific)...

This paper examines the housing-output growth nexus in South Africa by accounting for the time variation in the causal link with a bootstrapped rolling Granger non-causality test. We use quarterly data on real gross domestic product, real house prices, real gross fixed capital formation and...

This paper provides out-of-sample forecasts of linear and non-linear models of US and Census regions housing prices. The forecasts include the traditional point forecasts, but also include interval and density forecasts of the housing price distributions. The non-linear smooth-transition...

This paper evaluates the ability of Bayesian shrinkage-based dynamic predictive regression models estimated with hierarchical priors (Adaptive Jefferys, Adaptive Student-t, Lasso, Fussed Lasso and Elastic Net priors) and non-hierarchical priors (Gaussian, Lasso-LARS, Lasso-Landweber) in...