Analysis of Spatial Autocorrelation in House Prices

This article examines spatial autocorrelation in transaction prices of single-family properties in Dallas, Texas. The empirical analysis is conducted using a semilog hedonic house price equation and a spherical autocorrelation function with data for over 5000 transactions of homes sold between 1991:4 and 1993:1. Properties are geocoded and assigned to separate housing submarkets within metropolitan Dallas. Hedonic and spherical autocorrelation parameters are estimated separately for each submarket using estimated generalized least squares (EGLS). We find strong evidence of spatial autocorrelation in transaction prices within submarkets. Results for spatially autocorrelated residuals are mixed. In four of eight submarkets, there is evidence of spatial autocorrelation in the hedonic residuals for single-family properties located within a 1200 meter radius. In two submarkets, the hedonic residuals are spatially autocorrelated throughout the submarket, while the hedonic residuals are spatially uncorrelated in the remaining two submarkets. Finally, we compare OLS and kriged EGLS predicted values for properties sold during 1993:1. Kriged EGLS predictions are more accurate than OLS in six of eight submarkets, while OLS has smaller prediction errors in submarkets where the residuals are spatially uncorrelated and the estimated semivariogram has a large variance.     

Do prices reflect market fundamentals in real estate markets?

The purpose of this article is to examine prices on land and REIT shares for possible evidence of deviations from market fundamentals, the underlying economic forces. Models of market fundamentals are developed from the intertemporal capital asset pricing model so that risk aversion and a stochastic investment opportunity set can be incorporated in the analysis. The approach in this article is to compare ex post values of actual discounted cash flows with prices and to test whether the price series are unbiased predictors of the future discounted cash flows. Several tests of the relationship are presented, and the results suggest that prices of real estate investment trusts and prices of farm land do not always reflect fundamental value.     

The Construction of Residential Housing Price Indices: A Comparison of Repeat-Sales,Hedonic-Regression,and Hybrid Approaches

This article examines a number of hypotheses that underpin the repeat-sales and hedonic approaches to the construction of housing price indices, as well as the practical problems associated with the implementation of either approach. We also examine a hybrid procedure that combines elements of both the repeat-sales and hedonic-regression techniques. For our sample of individual home sales in Oakland and Fremont California over an 18-year period, repeat-sales methods are subject to sample selection bias; the maintained assumption of time constancy of implicit prices of housing attributes is violated; the repeat-sales estimator is extremely sensitive to influential observations; and the usual method used to correct for heteroskedasticity in repeat-sale housing returns is inappropriate in our sample. Hedonic techniques are better suited to contend with index number problems per se, as they can accommodate changing attribute prices over time. They also appear to give rise to more reliable estimates of price indices, as unusual observations have less effect on estimated price indices. Drawbacks of the hedonic approach include the usual concern with omitted attributes, and their effect on the estimated price index.     

Change in Inventory and Firm Valuation

This study examines the effect of the informativeness of change in inventory on firm valuation. A firm's change in inventory is informative if its percentage change in cost of goods sold is positively and significantly associated with its lag one percentage of production added to inventory (a measure of change in inventory). Sample firms are divided into two groups: firms with informative change in inventory, and other firms. Analyses then are performed to examine the association between stock price and earnings. Results consistently show that the association is higher for firms with informative change in inventory. Thus, knowledge on the informativeness of change in inventory is useful for firm valuation.     

The Use of Census Data for Hedonic Price Estimates of Open-Space Amenities and Land Use

Hedonic price models for determining marginal implicit prices of open-space amenities and nonresidential land use were estimated using housing data from the census. Alternative model specifications were compared to evaluate the effects of aggregating land-use data by alternative levels of census geography as well as the use of different sample sizes of census blocks. It was determined that land use is best aggregated at the block group level and that entire populations or very large sample sizes of census blocks should be used with hedonic models.     

An International Analysis of Earnings, Stock Prices and Bond Yields

Abstract:  This paper assesses the contemporaneous relationship between stock prices, earnings and long-term government bond yields for a large number of countries. The time period of our data spans several decades. In a time series framework our analysis first tests the presence of a long-term contemporaneous relationship between these three variables (the so-called Fed model). Next, we assess if government bond yields play a significant role in the long-run relationship. Our empirical results question the validity of the Fed model in the sense that we show that long-term market movements are mainly driven by the earnings yield and not the differential between bond and earnings yields. As such, our analysis validates the results of Asness (2003) for a much larger collection of countries while using a dynamic time series (cointegration) framework. Finally, we also show that changes in long-term government bond yields have a short-term impact on stock prices.     

Disclosure of Private Information and Reduction of Uncertainty: Environmental Liabilities in the Chemical Industry

We investigate the potential uncertainty-reducing role of accounting information in the context of contingent Superfund liability valuation. We first develop theoretical arguments for the way reduction of uncertainty regarding these contingent liabilities is expected to affect security prices. Empirical proxies are developed for two types of uncertainty surrounding contingent Superfund liabilities: site uncertainty and allocation uncertainty. In a valuation framework, we then investigate whether financial statement disclosures and accruals reduce uncertainty and thereby affect security valuation. Specifically, we analyze the interaction of private information contained in firm disclosures and accruals with inherent uncertainty surrounding contingent Superfund liabilities. Results suggest that in a regulatory environment allowing substantial reporting discretion, firm-provided financial statement information affects valuation of contingent Superfund liabilities by reducing uncertainty. Further, we find that information revealed through accruals versus disclosures is differentially effective at reducing site and allocation uncertainty.     

Carbon Cap-and-Trade in China: A Comprehensive Framework

This article proposes a comprehensive framework to explore a possible carbon cap-and-trade scheme in China. By applying the case of China, our empirical results present the demand side and supply side of carbon-emission permits in the market and several other significant findings: (i) carbon dioxide (CO₂) marginal abatement cost varies a lot among different regions; (ii) in total, CO₂ emissions could have been reduced by 5.14 billion tons if all the provinces had achieved their anticipated environmental performance during 1997–2014; (iii) the equilibrium price of CO₂ trading is 241 RMB/ton, irrelevant to the original allocation of allowances.     

Environmental Conditions,Reservation Prices,and Time on the Market for Housing

A general analytical model to describe the impact of environmental disamenities on duration of sales is derived. A statistical technique to recover a sellers reservation price is proposed. An econometric procedure that consistently estimates market duration and a sellers reservation price is described. An application to the impact of highway noise on property values and market duration is presented. The estimation results show that, while highway noise has a significant negative impact on forming reservation prices and predicting sale prices, the noise effect on duration of sales is not statistically significant. Empirical evidence also shows a negative impact of market duration on reservation prices, which indicates an updating process for reservation prices over time.     

Pricing Residential Amenities: The Value of a View

This study provides estimates of the value of the view amenity in single-family residential real estate markets. A focus on Bellingham, Washington, a city with a variety of views, including ocean, lake, and mountain, allows for differentiation of the view amenity by both type and quality. Results from a hedonic model estimated for several recent years suggest that depending on the particular view, willingness to pay for this amenity is quite high. The highest-quality ocean views are found to increase the market price of an otherwise comparable home by almost 60%; the lowest-quality ocean views are found to add about 8%. For ocean views of all quality levels, the value of a view is found to vary inversely with distance from the water.     

Transportation Improvements and Land Values in the Antebellum United States: A Hedonic Approach

We offer county-level estimates of the effect of water and rail access on the value of antebellum farms. Employing a hedonic model, we find that in 1850 average farm values in counties with access to a canal or navigable river were $2.68 per acre greater than counties without such access and $1.80 greater with rail access. In 1860 the figures were $3.75 for a canal or river access and $1.35 for rail. With average farm size around 200 acres and per capita national income roughly $150 during the decade, we conclude that on average transportation access yielded substantial economic gains.     

信贷扩张、资产价格上涨与调控政策选择

本文首先从理论上考察信贷与资产价格之间的关系,利用Allen和Gale的资产价格泡沫模型,并根据我国实际情况,通过放松假设条件说明信贷扩张是资产价格上涨的重要原因,资产供给、信贷政策、银行信贷管理能力会影响资产价格的上涨。通过对我国经济的实证研究发现,我国的信贷与资产价格之间存在相关关系,最后指出从资产供给、信贷政策、银行信贷管理等方面入手制定政策抑制资产价格的进一步上涨。     

The economic impact of a transient hazard on property values: The 1988 Pepcon explosion in Henderson,Nevada

This article investigates the effect of the May 1988 explosion of a chemical plant in Henderson, Nevada on residential property values (1) before the explosion (anticipation), (2) between the time of the explosion and an announcement of relocation, and (3) subsequent to an announcement in July 1988 that the plant would be rebuilt 100 miles away in Cedar City, Utah. This article uses the conventional hedonic model wherein the real prices of residential houses are related to the characteristics of the property (age, size, and amenities); the timing of the sale; and distance from the site of the explosion, rounded to the nearest mile. A quadratic specification of the model showed that the model was sensitive to the mean distance from the hazard. In a sample of properties throughout the Las Vegas Valley, property values decreased with distance from the explosion, indicating the presence of other hazards. The quadratic specification was stable only for properties within six miles of the explosion site, which included the communities of old Henderson (to the east) and the master planned community of Green Valley (to the west). A discontinuous specification of the model, in which distance was measured by a set of dummy variables (i.e., within two miles, within three miles, etc.) proved to be much more stable. Property within two miles of the hazard were depressed both before and after the explosion, although after the relocation announcement, property values rebounded to reflect the reduction in the number of hazardous plants. This article lends weight to the accumulating body of evidence that real estate markets do behave efficiently.     

The relationship between rents and prices of owner-occupied housing in Taiwan

This article analyzes the changes of equilibrium rent and equilibrium price of owner-occupied housing in Taiwan, and also computes the rent multiplier and its trend in the past ten years in Taiwan to show how the housing consumption and housing investment change. A hedonic rent equation and a hedonic housing price equation are built first. Then, we apply the Housing Survey Report data from 1979 to 1989, and employ ordinary-least squares method to estimate the two equations. Using estimated coefficients of the two equations, we compute the market rents for owner-occupied housing and the market prices for rental housing. Finally, the rent multipliers are calculated from the market rents and market prices. The article finds that (1) changes of housing prices in Taipei lead to price changes in Kaoshung, and the latter leads Taiwan province; (2) changes of rent are much smaller than the changes of housing price; and (3) housing prices in Taiwan increased drastically. We also find: (1) at the peak of the housing market cycle, the rent multiplier is extremely high; (2) the rent multiplier drops in the year after the peak year because the rent catches up; (3) the rent multiplier in Taipei is greater than that of Kaoshung, and the multiplier in Kaoshung is greater than that of Taiwan province; and (4) overall, the rent multiplier in Taiwan is much greater than that of the United States.     

New Keynesian perspectives on labor market dynamics

We find that demand shocks play an important role for business-cycle fluctuations in unemployment and job vacancies. The reason is that those shocks give a strong incentive to demand-constrained firms to adjust production and thereby labor input. Furthermore we argue that whether real wage rigidity à la Hall [2005. Employment fluctuations with equilibrium wage stickiness. American Economic Review 95, 50–65] helps explain the remaining part of the unemployment volatility puzzle depends critically on assumptions regarding the form of the wage bargain between firms and workers. Real wage rigidity tends to generate volatility in employment only in the case in which hours are chosen efficiently. If, on the other hand, the real wage is allowed to affect firms's choices of hours directly, the feature of real wage rigidity loses its ability to increase employment volatility.