Omitted variables in equations relating prices to money

This paper considers some of the conditions under which an estimated ‘reduced form’ equation relating retail prices solely to past values of sterling M3 would provide a reliable guide to the past relationship between these two variables. The equation does not appear to be biased by innovations in real output. However, when overseas variables are included in the reduced form the estimated relationship between money an prices chages significantly. This suggests that the estimated parameters in a price equation based on money alone suffer form omitted variable bias.     

Living with ambiguity: prices and survival when investors have heterogeneous preferences for ambiguity

This paper investigates asset prices and the long run wealth of investors in an asset market populated by investors who have heterogeneous preferences over risk and ambiguity. In a dynamic setting I characterize conditions under which investors who are averse to ambiguity will have an effect on long run asset prices. If ambiguity averse investors always believe that the true distribution could be wrong in many possible directions then a necessary condition for their survival is that the market exhibit no aggregate risk, a condition not met by many asset pricing models of interest. However, unlike investors with irrational beliefs, there do exist markets in which ambiguity averse investors survive. I have greatly benefitted from conversations with David Easley, Karl Shell, Ani Guerdjikova, Val Lambson, Kristian Rydqvist, Liyan Yang, Josh Teitelbaum and Jayant Ganguli as well as seminar participants at Cornell University and the Midwest Economic Theory Meetings. I am grateful to the Solomon Fund for Decision Research at Cornell University for support.     

Consumer prices,wholesale prices,and causality

This paper uses the Wald variant of the Granger direct causality test recently prescribed by Geweke, Meese, and Dent (1983) to assess the causal nature of the pairwise relationship between U.S. consumer and wholesale (producer) prices. For the sample period, January 1947 to December 1983, as well as for the two sample subperiods, January 1947 to June 1971 and May 1974 to December 1983, the test reveal that bidirectional causality, or feedback, exists between monthly observations on seasonally unadjusted consumer and wholesale price changes. The finding of bidirectional causality corroborates other empirical evidence suggesthing that a simultaneous equation approach represents the appropriate way to estimate a bivariate model that consists of consumer and wholesale prices.     

The effects of regulations on state liquor prices

Several estimation methods agree that state regulations such as resale price maintenance and retail price posting affected the prices of liquor brands up to the mid-1970s in the US states in which the distribution system is privately owned; before-versus-after analysis using the quasiexperimental method provides the strongest evidence. The effects of particular regulations are not so clearcut, however.In the 1970s, the regulations supporting these practices began to be removed. The regulations that continued in effect seem to have lost their potency about that time. The effects of regulation no longer are seen.This paper is an outgrowth of a senior thesis by the second author. We appreciate useful information from Steve Barsby and James M. Ferguson, and helpful comments from Stanley Ornstein and Dennis W. Carlton. Gary L. Marshall of the Distilled Spirits Council of the US provided the information that After 1984, DISCUS no longer published the retailer's prices for distilled spirits sold at retail establishments (correspondence of October 25, 1993).     

Viewpoint: An extended class of instrumental variables for the estimation of causal effects

Abstract We examine how structural systems can yield observed variables instrumental in identifying and estimating causal effects. We provide an exhaustive characterization of potentially identifying conditional exogeneity relationships and demonstrate how structural relations determine exogeneity and exclusion restrictions that yield moment conditions supporting identification. This provides a comprehensive framework for constructing instruments and covariates. We introduce notions of conditioning and conditional extended instrumental variables (XIVs). These permit identification but need not be traditional instruments, as they may be endogenous. We distinguish between observed XIVs and proxies for unobserved XIVs. A main message is the importance of sufficiently specifying causal relations governing the unobservables.     

Keynes, population, and equity prices

Keynes in 1937 examined the phenomenon of the Great Depression from a longrun perspective in contradiction to the "General Theory," where the focus was on the shortrun. "Some Economic Consequences of a Declining Population," Keynes' article, reveals the context in which the "General Theory" was written. In the "General Theory," the focus is on short-term fluctuations, i.e., business cycles, but Keynes fails to provide any theoretical explanation as to why the depression of the 1930s was so severe and intractable. In the 1937 article, the depression is seen as the result of the combined effects of a decline in longrun growth due to population growth decline and a shortrun cyclical decline, together producing severe economic consequences. What is important for the purposes of this discussion is the implication, within the context of the 1937 article, that not only was the stock market crash of 1929 related to population change (with its accompanying collapse in expectations) but that, in general, changes in the rate of growth of population are accompanied by stock price movements in the same direction. The remainder of the discussion is devoted to a simple empirical test of this relationship. The data used are population size (POP), defined as the total residential population in the US from 1870-1979, and the Standard and Poor 500 Stock index (SP) for the corresponding 109-year period. In addition, a 3rd series was constructed, a price deflated Standard and Poor index (RSP) with a base period of 1870, to account for possible inflationary distortion of the index. The empirical results do not invalidate the hypothesis that population growth rates affect equity markets. In fact, there seems to be strong evidence that they are related in a manner suggestive of Keynes' intutition, namely, that the stock market crash of 1929 was due to factors more fundamental than those often perceived from a shortrun perspective. According to Keynes (1937), population is the most important determinant of longrun movements in real per capita income (given the state of technology, the real rate of interest, the age structure of the population, and the size share of income). So the focus is on population and its effects on economic growth. Due to the fact that the stock market presumably discounts longrun economic conditions as reflected in equity prices, it would seem that if Keynes were correct in his theoretical speculations, longterm equity price movements should relate to population change. In this sense, the paper may be regarded as an empirical test of a proposition of Keynes. More generally, the paper is suggestive in several ways. The relationship between business cycles and stock market cycles has been understood to the point of being rather obvious, but the effects of population on both has been less clear. It does appear on the basis of the evidence presented that the malaise of the stock market during the past 16 years, especially in real terms, may be due to factors more fundamental than those often perceived.     

State prices,liquidity, and default

We show, in a monetary exchange economy, that asset prices in a complete markets general equilibrium are a function of the supply of liquidity by the Central Bank, through its effect on default and interest rates. Two agents trade goods and nominal assets to smooth consumption across periods and future states, in the presence of cash-in-advance financing costs that have effects on real allocations. We show that higher spot interest rates reduce trade and as a result increase state prices. Hence, states of nature with higher interest rates are also states of nature with higher risk-neutral probabilities. This result, which cannot be found in a Lucas-type representative agent model, implies that the yield curve is upward sloping in equilibrium, even when short-term interest rates are fairly stable and the variance of the (macroeconomic) stochastic discount factor is 0. The risk-premium in the term structure is, therefore, a monetary-cost risk premium.     

Comovements among U.S. state housing prices: Evidence from fractional cointegration

This study investigates the relationship between U.S. state housing prices and overall U.S. housing prices as well as the relationship among state housing prices using fractional integration and cointegration techniques. The results based on parametric and semiparametric estimators reveal that some states contain unit roots though we fail to find cointegrating relations between U.S. states housing prices and the overall U.S. housing prices as well as among state housing prices. The results raise doubts regarding the long-run convergence in U.S. state housing prices and the presence of the ripple effect.     

Anchors,endorsements, and preferences: A field experiment

This study investigates how access to political endorsements affects stated preferences for an environmental public good in Switzerland. We developed a contingent valuation survey questionnaire with two valuation questions, the first formulated as a (hypothetical) policy referendum, the second an open-ended WTP question. For the referendum question we solicited endorsements from a range of political parties and relevant interest groups. We then conducted a split-sample mail-survey experiment in which a table listing the endorsements was included with a subsample of the questionnaires. Access to the policy endorsements significantly affected the responses to the open-ended willingness-to-pay question.     

Risky arbitrage,asset prices,and externalities

We introduce a no-risky-arbitrage price condition (NRAP) for asset market models allowing both unbounded short sales and externalities such as trading volume. We then demonstrate that NRAP is sufficient for the existence of competitive equilibrium in the presence of externalities. Moreover, we show that if all risky arbitrages are utility increasing, then NRAP characterizes competitive equilibrium in the presence of externalities. We are indebted to an anonymous referee for helpful comments on an earlier version of this paper. Page and Wooders are especially grateful to CERMSEM and EUREQua for their support and hospitality which made possible our collaboration.     

Natural gas prices and stock prices: Evidence from EU-15 countries

This study investigates the long-run relationship between natural gas prices and stock prices by using the Johansen and Juselius cointegration test and error–correction based Granger causality models for the EU-15 countries. We employ quarterly data covering the period from 1990:1 to 2008:1. Empirical findings suggest that there is a unique long-term equilibrium relationship between natural gas prices, industrial production and stock prices in Austria, Denmark, Finland, Germany and Luxembourg. However, no relationship is found between these variables in the other ten EU-15 countries. Although we detect a significant long-run relationship between stock prices and natural gas prices, Granger causality test results imply an indirect Granger causal relationship between these two variables. In addition, we investigate the Granger causal relationship between stock returns, industrial production growth and natural gas price increase for Austria, Denmark, Finland, Germany and Luxembourg. As a result, increase in natural gas prices seem to impact industrial production growth at the first place. In turn, industrial production growth appears to affect stock returns.     

Information, Incentives, and Option Value: The Silicon Valley Model

This paper analyzes the Silicon Valley model as a novel economic institution in the domain of technological product system innovation. We analyze the informational relationship as well as governance relationships between venture capitalists and a cluster of entrepreneurial firms. The informational conditions that make the Silicon Valley model efficient are identified, leading to an understanding of the significance of standardized interfaces, modularization, and information encapsulation. We then examine the governance/incentive aspect by integrating the models of Aoki (Towards a Comparative Institutional Analysis, Cambridge, MA: MIT Press, 2001) and Baldwin and Clark (Design Rules—Vol. 1: The Power of Modularity, Cambridge, MA: MIT Press, 2000). The paper concludes by evaluating the applicability of the model to other localities and industries. J. Comp. Econ., December 2002, 30(4), pp. 759–786. Department of Economics, Stanford University, Stanford, California 94305, and RIETI, 1-3-1 Kasumigaseki, Chiyoda-ku, Tokyo 100-0013, Japan; and Faculty of Economics, Toyo University, 5-28-20 Hakusan, Bunkyo-ku, Tokyo 112-8606, Japan. © 2002 Association for Comparative Economic Studies. Published by Elsevier Science (USA). All rights reserved.Journal of Economic Literature Classification Numbers: D21, L23, O32, P51, P52.     

Stock prices, inflation and output: Evidence from wavelet analysis

The negative relationship between real stock return and inflation puzzled many as it contradicts conventional Fisherian wisdom. Fama [Fama, E.F. (1981), “Stock returns, real activity, inflation and money”, American Economic Review, 71(September), 545–564.] gave an explanation for this negative relationship with two propositions that links real stock return and inflation through real output. This study revisits Fama's hypothesis for India in the post-liberalized period from a developing country perspective. Examining this relationship on the time-scale decomposition from a wavelet multi-resolution analysis suggests that Fama's hypothesis holds only for the long time scale and remains as a puzzle for the other time scales.     

Compensation schemes,liquidity provision,and asset prices: an experimental analysis

In an experimental setting in which investors can entrust their money to traders, we investigate how compensation schemes affect liquidity provision and asset prices, two outcomes that are important for financial stability. Compensation schemes can drive a wedge between how investors and traders value the asset. Limited liability makes traders value the asset more than investors. To limit losses, investors should thus restrict liquidity provision to force traders to trade at a lower price. By contrast, bonus caps make traders value the asset less than investors. This should encourage liquidity provision and increase prices. In contrast to these predictions, we find that under limited liability investors increase liquidity provision and asset price bubbles are larger. Bonus caps have no clear effect on liquidity provision and they fail to tame bubbles. Overall, giving traders skin in the game fosters financial stability.     

Inflation,relative prices and their skewness

This note gives a few practical guidelines for cointegration analysis. The focus is on testing the cointegration rank in a VAR model and on how an intercept and a trend should be incorporated in the testing model. Only two cases appear relevant for most economic data.     

Asset prices, debt constraints and inefficiency

We consider (possibly non-stationary) economies with endogenous solvency constraints under uncertainty over an infinite horizon, as in Alvarez and Jermann (2000) [5]. A sort of Cass Criterion (Cass, 1972 [10]) completely characterizes constrained inefficiency under the hypothesis of uniform gains from risk-sharing (which is always satisfied in stationary economies when the autarchy is constrained inefficient). Uniform gains from risk-sharing also guarantee a finite value of the intertemporal aggregate endowment at a constrained optimum. Hence, no equilibrium exhibits a null interest rate in the long run. Finally, constrained inefficiency occurs if and only if there exists a feasible redistribution producing a welfare improvement at all contingencies.