We propose a flexible hedonic methodology for computing house price indexes that uses multiple imputation (MI) to account for missing data (a huge problem in housing data sets). Ours is the first study to use MI in this context. We also allow for spatial correlation, include interaction terms...

We show that a strong linear relationship exists between income and house price quantiles in Sydney (Australia), Houston, and the state of Texas. This suggests that the house price distribution is closely approximated by the income distribution after a location-scale transformation. The slope of...

The International Comparisons Program (ICP) compares the purchasing power of currencies through a series of regional comparisons that are then linked together to obtain results at the global level. This process of regionalization complicates the construction of price indexes by essentially...

The paper studies the problems associated with the construction of price indexes for commercial properties that could be used in the System of National Accounts. Property price indexes are required for the stocks of commercial properties in the Balance Sheets of the country. Related service...

The paper explores the extent to which products follow systematic pricing patterns over their life cycle and the impact this has on the measurement of inflation. Using a large US scanner data set on supermarket products and applying flexible regression methods, we find that on average prices...

This paper develops a new framework for measuring prices and quantities of commercial properties. In particular, it addresses problems associated with obtaining separate estimates for the land and structure components of a property. A key contribution is to address the problem of estimating...

Consumers are very responsive to sales, yet statistical agency practice typically under-weights sale prices in the Consumer Price Index (CPI), with some agencies excluding sale prices completely. Evidence is lacking on how this may impact on both the representativeness of prices included in the...

The Sydney housing market peaked in 2003. The period 2001-2006 is, therefore, of particular interest since it captures a boom and bust in the housing market. We compute hedonic, repeat-sales and median price indexes for five regions in Sydney over this period. While the three approaches are in...

This paper shows that any method for constructing a poice index has an underlying spanning tree. Using this insight, the debate over the relative merits of fixed base and chained price indices reduces to a debate over two alternative spanning trees.

Panel hedonic comparisons can be made using the region-time-dummy method. This method is a natural extension of the well known time-dummy and region-dummy methods which have been used extensively in the hedonic literature. We show that these methods are all affected by substitution bias, which...