on the exclusion of assets from tests of the mean variance efficiency of the market portfolio this paper presents an analysis of the testability of the mean variance efficiency of a market index when the returns on some components of the index itself are not perfectly observable the results are basically not supportive of the notion that mean variance efficiency is testable on a subset of the assets bounding the market share of the missing asset and its expected return is not sufficient to produce a valid test when the variance of the missing asset is bounded and the amount of wealth that might be missing is small it is possible in principle to reject correctly the mean variance efficiency of a market index in his famous critique of the asset pricing theory tests roll 7 concludes that the only testable hypothesis associated with the generalized two parameter asset pricing model of black 1 is that the market portfolio is mean variance efficient it has been emphasized by ross 10 and roll 7 that the mean variance efficiency of the market portfolio is mathematically equivalent to a positive linear relation between expected returns and the betas calculated against such a portfolio roll 7 deduces that the theory capm is not testable unless the exact composition of the market portfolio is known and used in the tests this implies that the theory is not testable unless all individual assets are included in the sample errors of type one or two might occur when a market proxy is used instead of the true market portfolio even if the ex ante true expected returns and the covariance variance matrix of the returns on all the assets are used these errors are the result of the choice of the portfolio and as roll puts it even a small misspecification of the proxy s composition can lead to the wrong conclusion the market proxy might be mean variance efficient while the true market portfolio is not and vice versa in principle however there are cases in which the above two conditions are not both necessary to reject the theory one such exception presented by roll 7 is the case in which no totally positive portfolio is efficient if any totally positive market proxy is used a large sample would reject the null hypothesis unambiguously while the market portfolio identification problem constitutes a severe limitation to the testability of the theory the question of the mean variance efficiency of a particular market index with respect to a subset of assets is a typical problem of statistical inference the mean variance efficiency can be tested directly or by

resolving differences in willingness to pay and willingness to accept reply gwendolyn c morrison 1997 raises a logical point regarding our experimental test of the divergence between willingness to pay wtp and willingness to accept wta measures of economic value shogren et al 1994 she argues that our design does not provide a true test of the existence of a fundamental endowment effect since we did not control for the potential of a pivoting indifference map daniel kahneman et al 1990 she concludes that even though our ev idence shows that the mean wtp and wta bids for market goods with close substitutes e g candy bars and coffee mugs converge after market experience the endowment effect might still be alive and well albeit at statisti cally insignificant levels

the quantitative analytics of the basic neomonetarist model this paper constructs a dynamic macroeconomic model with less than perfect price flexibility which has a classical side consistent with real business cycle theory augmented by investment adjustment costs increasing returns to scale and a new flexible formalization of imperfect competition something akin to the classical dichotomy is justified by a mode of approximation appropriate for a model in which one state variable adjusts quickly while another state variable adjusts slowly even with investment adjustment costs monetary expansions are found to raise the real interest rate the determinants of real rigidity and the macroeconomic rate of price adjustment are investigated copyright 1995 by ohio state university press

testing for non response and sample selection bias in contingent valuation analysis of a combination phone mail survey we use a combination phone mail survey to test for possible sample biases in contingent valuation we find no sample selection bias but do find non response bias we show how failure to correct for non response bias distorts aggregate benefit estimates

local market and national components in house price appreciation abstract we analyze real home price appreciation using a long time series 1971 1989 and large cross section 56 metro areas our findings yield important new insights into two outstanding issues in real estate finance and economics the first deals with the implications for investment opportunities in housing across metro areas a striking result is that we cannot reject the null hypothesis of equal appreciation rates across locales a priori the results are suggestive of equal expected appreciation across the different local markets however it is noteworthy that we find significant serial correlation in some local appreciation series this is consistent with previous findings by case and shiller 6 and suggests that prescient market timers might have been able to make money in selective markets we then consider the potential implications of equal appreciation rates across cities for housing market equilibrium in light of the fact that price levels do materially differ across metro areas we argue that equal real appreciation rates starting from different price levels imply increasingly divergent prices of local traits in terms of foregone consumption without special assumptions with respect to income and productivity differentials across locations or to local trait income elasticities of demand the appreciation rates in high housing price level areas ultimately have to fall below those in low price level areas preliminary evidence indicates that higher priced areas tend to have significantly lower appreciation rates controlling for local fixed effects and a common time varying effect

using generalized method of moments to test mean variance efficiency this paper develops tests of unconditional mean variance efflciency under weak distributional assumptions using a generalized method of moments framework these tests are potentially more robust than commonly employed tests which rely on the assumption that asset returns are normally distributed and temporarily i i d using returns for size based portfolios from 1926 to 1988 we show that the conclusion concerning the mean variance effilciency of market indexes can be sensitive to the test considered the application of multivariate statistical techniques in financial economics has become common practice in recent years much of the development has been in the area of testing asset pricing models the assumption that asset returns follow a time invariant multivariate normal distribution permits tests of restrictions on model parameters in a pooled time series cross section framework these tests can be interpreted as tests of the mean variance efficiency of a portfolio or combination of portfolios gibbons 1982 jobson and korkie 1982 stambaugh 1982 shanken 1985 1987 kandel and stambaugh 1987 mackinlay 1987 and gibbons ross and shanken 1989 are examples of work presenting multivariate tests of the capital asset pricing model connor and korajczyk 1988 and lehmann and modest 1988 present multivariate tests of the arbitrage pricing model breeden gibbons and litzenberger 1989 present multivariate tests of the consumption based capm although these papers assume the normality of asset returns little analysis has been conducted to understand the sensitivity of the inferences to violations of this assumption 2 3

multiple equilibrium overnight rates in a dynamic interbank market game abstract we analyse a two period model of the interbank market i e the market where banks trade liquidity we assume that banks do not take the interbank interest rate as given but instead negotiate on interest rates and transaction volumes with each other the solution concept applied is the shapley value we show that there are a multiplicity of average equilibrium interest rates of the first period so that the average interest rate in this period does not convey any information on the expected liquidity situation on the interbank market as the banks control not only the transaction volumes but also the interest rates they can leave the interest rates constant and adjust the transaction volumes when for example a liquidity deficit becomes more likely

price rigidity the mark up and the dynamics of the current account the degree of competition affects the current account response to nominal shocks the mechanism hinges on the relationship between the mark up and the degree of real rigidity of prices in a model with intermediate goods the degree of real rigidity increases in the mark up a weaker response of prices to nominal shocks strengthens the expenditure switching effect of the devaluation to the benefit of the current account we analyse the relationship between the mark up and the real rigidity in a simple closed economy model and show numerically how the mark up can affect the response of the current account to monetary shocks in an open economy jel classification f32 e32 rigidite des prix marges beneficiaires et la dynamique du compte courant ce memoire montre que le degre de concurrence affecte la reaction du compte courant aux chocs nominaux le mecanisme depend de la relation entre la marge beneficiaire et le degre de rigidite reelle des prix dans un modele qui prend en compte les biens intermediaires le degre de rigidite reelle des prix s accroit avec la marge beneficiaire une reponse plus faible des prix aux chocs nominaux renforce l effet de deplacement de la depense de la devaluation au benefice du compte courant on analyse d abord la relation entre la marge beneficiaire et la rigidite reelle des prix dans un modele simple d economie fermee on montre ensuite en chiffres comment la marge beneficiaire peut affecter la reaction du compte courant aux chocs monetaires

portfolio rebalancing and the turn of the year effect this paper finds that for the 1935 1986 period the market s risk return relation does not have a january seasonal the findings differ from those of other studies due to the use of value weighted rather than equally weighted portfolios inferences are sensitive to the weighting procedure because of the small firm return patterns in january in particular even in those januaries for which the market return is negative small firm returns are positive and they are more positive the higher is beta this is consistent with the portfolio rebalancing explanation of the turn of the year effect since at least 1926 the average return on small firms in january has been unusually high a phenomenon known as the turn of the year effect in this paper we present new evidence regarding the risk return characteristics of small firms in january we find that for small firms there is a positively sloped riskreturn relation in both up and down markets this pattern is difficult to reconcile with the belief that the high return on small firms in january is equilibrium compensation for risk bearing we show how these patterns in small firms returns have led others to conclude that the market s risk return relation has a january seasonal in particular rozeff and kinney 21 and tinic and west 22 23 among others using equally weighted portfolios formed on the basis of historical betas have found a steeper slope for the capm s risk return relation in january than in other months we demonstrate that this pattern exists only for small firms consequently statistical inferences about the risk return relation are heavily dependent upon whether equally weighted or value weighted portfolio returns are used in the estimation we show that for 1935 86 when monthly cross sectional regressions are estimated using value weighted portfolio returns there is no more of a statistically significant difference in the estimated return to risk bearing in january than in the other eleven months of the year the notion that there is a january seasonal in the capm s risk return relation for the us has rapidly become accepted knowledge for example corhay hawawini and michel 6 accept this conclusion and investigate whether other

discretionary inflation in a general equilibrium model this paper extends the barro and gordon 1983 model to a general equilibrium framework in which the costs and benefits to surprise inflation reflect the preferences technology and market structure of the economy the benefit of such an approach is that we can relate the underlying features of the economy to the size of the inflation bias in particular it can be shown that an increase in the source of the monetary authority s incentive to inflate does not necessarily result in a worsened inflation bias due to offsetting changes in the cost of inflation furthermore changes in the real interest rate affect the monetary authority s incentives and hence the discretionary level of inflation lastly we can show that an increase in the labor share of national income worsens the inflation bias the model also indicates the importance of a nominal rigidity lack of policy precommitment and a distortion for optimal monetary policy to be characterized by a level of discretionary inflation that exceeds the friedman 1969 rule

estimating willingness to pay for improved water quality in the presence of item nonresponse bias this article deals with the problem of item nonresponse in contingent valuation surveys using a payment card method by applying a grouped data sample selection estimation technique that is capable of imputing the missing values conditional upon a respondent s decision to answer a willingness to pay question the advantage of the technique lies in its ability to utilize all of the information in the sample permitting a more efficient estimation in the presence of item nonresponse bias the major determinants of willingness to pay appear to be household income number of children education perception of existing water quality and identification with environmental issues copyright 2003 oxford university press

multivariate tests of the zero beta capm abstract a cross sectional regression test csrt of the capm is developed and its connection to the hotelling t2 test of multivariate statistical analysis is explored algebraic relations between the csrt the likehood ratio test and the langrange multiplier test are derived and a useful small sample bound on the distribution function of the csrt is obtained an application of the csrt suggests that the crsp equally weighted index is inefficient but that the inefficiency is not explained by a firm size effect from february to december

inflation targeting rules and welfare in an asymmetric currency area abstract this paper studies the effect on monetary policy of differing degrees of competition and differing degrees of nominal rigidity between the members of a monetary union in particular we assess the welfare loss brought about by the use of a simple interest rate rule that does not take into account such structural differences our results show that ceteris paribus to maximize welfare the central bank should react more strongly to inflation pressure generated by the more competitive economies our work extends the results of benigno benigno p 2004 optimal monetary policy in a currency area journal of international economics 63 293 320 by showing that if the degree of competition differs between countries the optimal rule could involve placing a greater weight on the more flexible countries our study suggests that the size of the welfare losses generated by failure to take account of these asymmetries depends crucially on the actual combination of the various asymmetries as a consequence we show that if the optimal weights are chosen under incomplete information regarding the extent and type of asymmetries the resulting level of welfare could be lower than that produced by the symmetric rule

optimal monetary policy in a currency area abstract this paper investigates how monetary policy should be conducted in a two region general equilibrium model with monopolistic competition and price stickiness this framework delivers a simple welfare criterion based on the utility of the consumers that can be used to evaluate monetary policy in a currency area if the two regions share the same degree of nominal rigidity the terms of trade are completely insulated from monetary policy and the optimal outcome is obtained by targeting a weighted average of the regional inflation rates these weights coincide with the economic sizes of the region if the degrees of rigidity are different the optimal plan implies a high degree of inertia in the inflation rate but an inflation targeting policy in which higher weight is given to the inflation in the region with higher degree of nominal rigidity is nearly optimal

spurious welfare reversals in international business cycle models several papers have documented spurious welfare reversals incompletemarkets economy produces a higher level of welfare than the completemarkets economy this paper first demonstrates how conventional linearization can generate approximation errors that can result in welfare reversals using a two country production economy we argue that spurious welfare reversals are not only possible but also plausible under reasonable values for model parameters this paper then proposes an approximation method that modifies the conventional linearization by a bias correction this method can be easily implemented and approximates welfare as accurately as a second order perturbation method

capital market imperfections and the theory of optimum currency areas this paper studies how within and cross country capital market imperfections affect the welfare effects of forming a currency union the analysis considers a bank only world where intermediaries compete in cournot fashion and monitoring and state verification are costly the first part determines the credit market equilibrium and the optimal number of banks prior to joining the union the second part discusses the benefits from joining a currency union a competition effect is identified and related to the added monitoring costs that banks may incur when operating outside their home country through an argument akin to the brander krugman reciprocal dumping model of bilateral trade however in our framework whether joining a union raises welfare of the home country is ambiguous it depends on the relative strength of investment creation and intermediation diversion effects

sensitivity of multivariate tests of the capital asset pricing model to the return measurement interval the capital asset pricing model s capm primary empirical implication is a positively sloped linear relation between a security s expected rate of return and its relative risk beta recent research indicates that inferences about the riskreturn relation are sensitive to the choice of the return measurement interval we perform multivariate tests of the sharpe lintner capm using monthly and annual returns on market value ranked portfolios the capm is rejected using monthly returns a result consistent with previous research in contrast we fail to reject the capm when annual holding period returns are used the capital asset pricing model s capm primary empirical implication is a positively sloped linear relation between a security s expected rate of return and its relative risk beta

on multivariate tests of the capm abstract this paper evaluates the power of multivariate tests of the capital asset pricing model the results indicate that when employing an unspecified alternative hypothesis the ability of the tests to distinguish between the capm and other pricing models is poor an upper bound is derived for the distance the alternative distribution of the test statistic can be from the null distribution when the deviations from the capm are due to missing factors this upper bound explains the low power of the tests

a note on the geometry of shanken s csr t2 test for mean variance efficiency abstract shanken 1985 derives a test for the zero beta capital asset pricing model capm which as he points out is equivalent to a test of the mean variance efficiency of the market portfolio this note illustrates the geometry of shanken s test in the mean variance space

understanding the disparity between wtp and wta endowment effect substitutability or imprecise preferences abstract although it is now generally accepted that willingness to accept exceeds willingness to pay disagreement remains as to why this disparity is shown to persist even when controlling for learning substitutability and respondents imprecision thus lending further support for the endowment effect

inflation targeting as a monetary policy rule the purpose of the paper is to survey and discuss in ation targeting in the context of monetary policy rules the paper provides a general conceptual discussion of monetary policy rules attempts to clarify the essential characteristics of in ation targeting compares in ation targeting to other monetary policy rules and draws some conclusions for the monetary policy of the european system of central banks jel classi cation e42 e52

solution and estimation of re macromodels with optimal policy macro models of monetary policy typically involve forward looking behavior except in rare circumstances we have to apply some numerical method to find the optimal policy and the rational expectations equilibrium this paper summarizes a few useful methods and shows how they can be combined with a kalman filter to estimate the deep model parameters with maximum likelihood simulations of a macro model with staggered price setting interest rate elastic output and optimal monetary policy illustrate the properties of this estimation approach

small sample tests of portfolio efficiency abstract this paper presents an eigenvalue test of the efficiency of a portfolio when there is no riskless asset complementing the test of gibbons ross and shanken 1989 besides optimal upper and lower bounds an easily implented numerical method is provided for computing the exact p value our approach makes it possible to draw statistical inferences on the efficiency of a given portfolio both in the context of the zero beta capm and with respect to other linear pricing models as an application using monthly data for every consecutive five year period from 1926 to 1986 we reject the efficiency of the crsp value weighted index for most periods

nonnormalities and tests of asset pricing theories the robustness of the multivariate test of gibbons ross and shanken 1986 to nonnormalities in the residual covariance matrix is examined after considering the relative performance of various tests of normality simulation techniques are used to determine the effects of nonnormalities on the multivariate test it is found that where the sample nonnormalities are severe the size and or power of the test can be seriously misstated however it is also shown that these extreme sample values may overestimate the population parameters hence we conclude that the multivariate test is reasonably robust with respect to typical levels of nonnormality in traditional hypothesis testing a nonrandom test maps the values of a random variable into a sample space dichotomized into regions where a hypothesis is either accepted or rejected there are three possible outcomes from this process 1 a correct decision 2 a false rejection type i error or 3 failure to reject the hypothesis when it is false type ii error of the latter two types of error an error of the first kind is usually considered less desirable so typically a level of significance is selected with low probability of type i error e g 0 05 or 0 01 and a test is chosen so as to maximize power minimize probability of type ii error for the specified level of type i error knowledge of the relative level of these two errors is critical in assimilating the results of an experiment for example if the power of a test is equal to its significance level i e a weak test rejection of the null contains zero information 2 additionally in constructing parametric tests of hypotheses it is necessary to assume some distribution for the underlying data consequently when using parametric tests rejection of the null is only equivalent to rejection of at least one of the underlying hypotheses i e the null hypothesis or the distributional assumption interestingly the size significance level and power of procedures used to test

global implications of self oriented national monetary rules author s obstfeld maurice rogoff kenneth abstract it is well known that if international linkages are relatively small the potential gains to international monetary policy coordination are typically quite limited but what if goods and financial markets are tightly linked is it then problematic if countries unilaterally design their institutions for monetary stabilization are the stabilization gains from having separate currencies largely squandered in the absence of effective international monetary coordination we argue that under plausible assumptions the answer is no unless risk aversion is very high lack of coordination in rule setting is a second order problem compared to the overall gains from monetary policy stabilization

5 information impact and allocation rules in auctions with affiliated private values a laboratory study in affiliated private value auctions each bidder has perfect information regarding his her own value for the object at auction but higher values of the item for one bidder make higher values for other bidders more likely we report on a series of experiments examining three key implications of these auctions i in a first price auction public information about rivals values increases expected revenue ii an english auction increases expected revenue compared to a first price auction and iii a second price auction is isomorphic to an english auction in examining these issues we compare predictions of some ad hoc bidding models with nash equilibrium predictions in the first price auction experiments nash equilibrium bidding theory organizes the data better than either of two ad hoc bidding models public information about others valuations does increase average revenue but the increase in revenue is smaller and less reliable than predicted under risk neutral nash equilibrium bidding lower average revenue might be attributed to risk aversion while the high variability is attributed to a sizable frequency of individual bidding errors relative to the theory bidding theory precisely organizes english auction outcomes after a brief initial learning period the dominant strategy equilibrium does not organize second price auctions nearly as well as market prices persistently exceed predicted prices the difference between english and second price outcomes is attributed to effects of different information flows inherent in the structure of the two institutions on eliminating bidding errors revenue impacts of these two institutions relative to a first price auction are examined in light of observed bidding patterns

technology shocks in the new keynesian model in the new keynesian model preference cost push and monetary shocks all compete with the real business cycle model s technology shock in driving aggregate fluctuations a version of this model estimated via maximum likelihood points to these other shocks as being more important for explaining the behavior of output inflation and interest rates in the postwar u s data these results weaken the links between the current generation of new keynesian models and the real business cycle models from which they were originally derived they also suggest that federal reserve officials have often faced difficult trade offs in conducting monetary policy

the likelihood ratio test statistic of mean variance efficiency without a riskless asset abstract the question whether a given porfolio is mean variance efficient is a basic problem of investment analysis mean variance efficiency is also the basis of the capital asset pricing model this paper presents the explicit form of the likelihood ratio test of the hypothesis that a given portfolio or a particular market index is ex ante mean variance efficient in the case where there is no riskless asset geometric relations are illustrated to provide intuition about the constrained maximum likelihood estimators and the test statistic and two simple economic interpretations of the test are given

subperiod aggregation and the power of multivariate tests of portfolio efficiency abstract when testing portfolio efficiency empiricists usually perform tests using subperiods and aggregate the results in some manner although the power of individual subperiod tests has been studied previously little is known about the power of the aggregate test power is evaluated here through simulations using two different aggregation techniques aggregate power is substantially higher than that for a single subperiod for example in one scenario the aggregate power is 0 77 over a sixty year period but only 0 17 for each five year subperiod in addition the level of power depends on the method of aggregation

indicator variables for optimal policy the optimal weights on indicators in models with partial information about the state of the economy and forward looking variables are derived and interpreted both for equilibria under discretion and under commitment an example of optimal monetary policy with a partially observable potential output and a forward looking indicator is examined the optimal response to the optimal estimate of potential output displays certainty equivalence whereas the optimal response to the imperfect observation of output depends on the noise in this observation

optimal monetary policy in the euro area in the presence of heterogeneity abstract this paper examines the optimal design of monetary policy in the european monetary union in the presence of structural asymmetries across union member countries it derives analytically an optimal interest rate rule under commitment and studies the dependence of its coefficients on the parameters of the structural model of each economy the central bank s preferences for inflation and output stabilization as shown in its loss function and the relative size of each country based on a two country forward looking general equilibrium model which is estimated for two euro area countries germany and france we show that there are gains to be achieved by the ecb taking into account the heterogeneity of economic structures this finding appears to be robust under alternative weights given by the central bank to the stabilization of the target variables although the implementation of the proposed rule involves difficulties relating to data and estimation constraints as well as risks of accommodating structural divergences it is important that the ecb takes into consideration national characteristics in formulating its monetary policy especially in view of more countries joining the european monetary union in the future however as monetary and financial integration advances the welfare benefits of monetary policy responding to individual countries variables may become less significant

market simulation and the provision of public goods a non paternalistic response to anomalies in environmental evaluation most normative economics assumes that individuals have coherent preferences this paper responds to growing evidence of failures of this assumption particularly in the context of stated preference methods widely used in environmental policy analysis it proposes a non paternalistic concept of consumer sovereignty that does not assume preference coherence is satisfied by competitive markets and can be applied to the provision of public goods a key implication is that decisions should reflect valuations revealed at the point of consumption such valuations which can be inferred from hedonic prices may be less susceptible to willingness to accept wta willingness to pay wtp disparities than those elicited by stated preference methods

perceptions versus objective measures of environmental quality in combined revealed and stated preference models of environmental valuation abstract this study examines perceptions and objective attribute measures in discrete choice models of recreation site choice behavior these forms of attribute measurement are examined in individual and combined revealed preference stated preference models our results suggest that the model based on perceptions slightly outperforms the models based on objective attribute measures however issues such as the definition of the choice set and the measurement of welfare present significant challenges when using perceptions data

part whole bias in contingent valuation will scope effects be detected with inexpensive survey methods the purpose of this paper is to test for scope effects with the contingent valuation method we use data from a telephone survey focusing on water quality improvements in the albemarle and pamlico sounds in north carolina we find that the willingness to pay estimates are sensitive to the scope of the policy these results suggest that the use of inexpensive survey methods may not be the cause of the failure to detect scope effects in some recent contingent valuation studies

potential performance and tests of portfolio efficiency abstract the potential performance of an asset set may be obtained by choosing the portfolio proportions to maximize the sharpe 1966 performance measure if a portfolio has a sharpe measure equivalent to the potential performance of the underlying set of assets then it is efficient multivariate statistical procedures for comparing potential performance and testing portfolio efficiency are developed and then evaluated using simulations two likelihood ratio statistics are then used to compare stock and bond indices against sets of 20 and 40 portfolios the procedures are also compared to the gibbons 1982 methodology for testing financial models

imputing a continuous income variable from a bracketed income variable with special attention to missing observations abstract this paper proposes a method based on polychotomous discrete choice methods to impute a continuous measure of income when only a bracketed measure of income is available and for only a subset of the obsevations the method is shown to perform well with cp5 data

imputing a continuous income variable from grouped and missing income observations abstract most cross sectional data sets collect income in a discrete number of categories that is in grouped form to simplify the respondent s task and to encourage a response in spite of such grouped data collection many respondents refuse to provide information on income this paper develops a method to impute a continuous and reliable value for income from grouped and missing income data

multivariate proxies and asset pricing relations abstract a framework is developed in which inferences can be made about the validity of an equilibrium asset pricing relation even though the central aggregate in this relation is unobservable a multivariate proxy for the true market portfolio consisting of an equal weighted stock index and a long term government bond index is employed in an investigation of the sharpe lintner capm the empirical evidence suggests that we can reject the joint hypothesis that a capm is valid and b multiple correlation between the true market portfolio and proxy assets exceeds 0 7 connections to the equilibrium factor pricing literature are also explored

valuing public goods a comparison of survey and hedonic approaches although the theory of public goods has progressed rapidly since paul samuelson s seminal article the empirical measurement of the value of demand for public goods only recently has received increased attention perhaps the best known and most widely accepted empirical approach has been the use of hedonic prices wherein for example it is assumed that either wages or housing values reflect spatial variation in public good characteristics of different communities this indirect approach based on theoretical work of charles tiebout kelvin lancaster sherwin rosen and others has proven quite successful among public goods or bads which have been valued using the hedonic approach are climate i hoch air pollution robert anderson and thomas crocker d harrison and d rubinfeld social infrastructure r cummings et al and other community characteristics such as noise level j nelson and ethnic composition ann schnare an alternative approach is to directly ask households or individuals to state their willingness to pay for public goods using survey techniques despite arguments that strategic bias will invalidate survey results there exists the need for an alternative to the hedonic approach as an example consider the case of a remote and unique scenic vista valuable to recreators which is threatened by air pollution from a proposed coal fired plant a typical situation in the western united states although it is possible in principle to impute the value of clean air and visibility from the relative decline in local visitation which might follow construction of a power plant information on the value of visibility at the site is needed prior to construction for socially optimal decision making on plant location and pollution control equipment the hedonic approach is unavailable both because the scarcity of local population as opposed to recreators makes use of wage or property value data impossible and because scenic vistas may themselves be unique for these reasons a randall et al first applied survey methods for valuing visibility and other environmental effects of large coal fired power plants in the four corners region of new mexico since this initial application the survey approach has been widely used to value environmental commodities where market data for hedonic analysis is difficult to acquire see for example brookshire ives and schulze rowe et al brookshire et al other early attempts to value public goods using the survey approach include r davis peter bohm and j hammack and g brown although results of using the survey approach for estimating the value of public goods appear to be internally consistent replicable and consistent with demand theory see schulze et al little work on external validation has been reported thus the purpose of this paper is to report on an experiment designed to validate the survey approach by direct comparison to a hedonic property value study the los angeles metropolitan area was chosen for the experiment because of the well defined air pollution problem and be assistant professor university of wyoming assistant professor university of missouri rolla associate professor university of wyoming and professor university of wyoming respectively the research reported here was funded under a grant methods development for assessing air pollution control benefits from the u s environmental protection agency we would like to give special thanks to alan carlin and shelby gerking for their helpful suggestions and contributions additional helpful comments were received from a myrick freeman iii john tschirhart and james murdoch all conclusions are of course our sole responsibility

markets and the measurement of value consumer s surplus and the hicksian measures of compensating and equivalent variation have a long history in empirical economic analysis however at both the theoretical and the empirical level economists psychologists and public choice theorists have not been able to reach a significant consensus regarding the usefulness of these measures economic theorists have only recently dissected the differences which exist between alternative welfare measures in a systematic and transparent fashion in willig 1976 hausman 1981 and takayama 1984 the role of income in determining the correct theoretical measurements of compensating and equivalent variations was exposed during this same period of time theoretical results obtained by the psychologists kahneman and tversky 1979 indicated that the fundamental structure of preferences upon which the theoretical economic results are based is flawed the so called prospect theory of decision developed by these authors indicated that measured of welfare based upon payment will differ from measures of welfare based upon compensation because of the fact that individuals will value losses at a greater marginal rate than gains this difference was then predicted to dominate any income effect important in the economist s model finally this period recorded the emergence of many demand revealing processes which provide individuals with appropriate incentives to accurately reveal their preferences as summarized in coursey and schulze 1986 one interpretation of the literature on incentive compatibility suggests a set of well defined guidelines for improving both the accuracy and validity of compensating and equivalent variation measures these differences in professional preferences regarding what is important in improving the accuracy of economic welfare measurements led john

survey response related biases in contingent valuation concepts remedies and empirical application to valuing aquatic plant management s mple nonresponse and selection biases that may occur in survey research such as contingent valu tion applications are discussed and tested correction mechanisms for these types of biases are d monstrated results indicate the importance of testing and correcting for unit and item nonresp nse bias in contingent valuation survey data when sample nonresponse and selection bias go u

consumption volatility production volatility spot rate volatility and the returns on treasury bills and bonds abstract the study documents a relation between the expected holding period premiums on treasury bills and the ex ante conditional volatilities of consumption spot one month interest rate and industrial production a model portraying the relation as a risk and return phenomenon is presented and tested consistent with the model the coefficients of the relation appear to depend on the sensitivity of the realized premium to the ex post shocks in consumption industrial production and the spot rate the model fits the data better than the traditional term premium models

price discontinuities in an online market for used cars we study the price setting behavior in a competitive market for used cars and provide empirical evidence for coarse information processing based on detailed field data from one of europe s largest online marketplaces for automotive vehicles we document systematic and sizable price discontinuities at salient car age and mileage thresholds the price difference between two otherwise identical cars across registration years where one was first registered in january and the other in december of the previous year is up to five times larger than that between two cars first registered in any two subsequent months within a registration year a similar pattern can be observed in the mileage dimension at 10 000 km odometer marks which is in line with earlier findings in the literature being able to study discontinuities along two dimensions of the same good allows us to further our understanding toward a more general notion of inattentive behavior while our results are compatible with a behavioral model of l

willingness to pay and willingness to accept how much can they differ comment i agree with the point made by edoh y amiran and daniel a hagen 2003 that there can be a substantial or even infinite divergence between the wta and wtp for a public good even where there is a nonzero elasticity of substitution between market goods and the public good provided that the indifference curves are asymptotically bounded with respect to market goods in the manner they describe this is an important point they are also correct to point out that the elasticity of substitution is a local concept whereas their asymptotic boundedness condition applies also for discrete changes my 1991 paper used a local analysis because it was following the structure of the analysis in robert d willig 1976 and alan randall and john r stoll 1980 i wanted to show that while randall and stoll appeared to extend willig s local result on wta versus wtp from price changes to changes in the quantity of a public good the relevant elasticity was in fact different and involved the substitution elasticity as well as the income elasticity i view these points by amiran and hagen as not two separate results but essentially the same result their asymptotic boundedness condition generalizes my zero elasticity of substitution condition to discrete changes the asymptotic boundedness condition can be expressed as follows assuming a bivariate utility function u x q and given a reference point x q associated with a reference utility level u u x q there exists some q q such that for all q q there exists no x such that u x q u in other words no amount of x can substitute for the reduction in public good from q to q q in the case of a zero elasticity of substitution q q but as amiran and hagen show in their theorem 1 this is unnecessarily restrictive when dealing with a discrete reduction in q furthermore their theorem 2 can be viewed as a special case of their theorem 1 in which q 0 which makes q an essential commodity it is well known in consumer theory that the wta to avoid the loss of an essential market good is infinite their theorem 2 extends this result to the case of an essential nonmarket good but as their theorem 1 shows essentialness is not necessary for an infinite wta the boundedness condition is the key and this implies a fundamental lack of substitutability between money market goods and the public good

monetary and fiscal policy interactions in a micro founded model of a monetary union abstract this paper analyzes in detail the mechanisms behind fiscal stabilization policy and the role of policy commitment in a micro founded new keynesian model of a two country monetary union which is hit by supply shocks we also explore the determinants of the gains from fiscal stabilization while monetary policy with identical union members is concerned with stabilizing the union wide economy fiscal policy aims at stabilizing inflation differences and the terms of trade besides exploring optimal policies we also consider monetary and fiscal rules we study these rules both under coordination and non coordination by the fiscal authorities

consumer s surplus without apology the purpose of this paper is to settle the controversy surrounding consumer s surplus and by so doing to validate its use as a tool of welfare economics i will show that observed consumer s surplus can be rigorously utilized to estimate the unobservable compensating and equivalent variations the correct theoretical measures of the welfare impact of changes in prices and income on an individual i derive precise upper and lower bounds on the percentage errors of approximating the compensating and equivalent variations with consumer s surplus these bounds can be explicitly calculated from observable demand data and it is clear that in most applications the error of approximation will be very small in fact the error will often be overshadowed by the errors involved in estimating the demand curve the results in no way depend upon arguments about the constancy of the marginal utility of income consequently this paper supplies specific empirical criteria which can replace the apologetic caveats frequently employed by those who presently apply consumer s surplus moreover the results imply that consumer s surplus is usually a very good approximation to the appropriate welfare measures to preview below i establish the validity of these rules of thumb for a

a monte carlo investigation of the accuracy of multivariate capm tests abstract in a multivariate regression model relating individual returns to the market return capm implies non linear restrictions on the parameters several asymptotically valid tests of these restrictions have been suggested the existing monte carlo evidence shows that some of these tests are unreliable for reasonable sample sizes but does not indicate well which tests are reliable this paper reports the results of an extensive monte carlo experiment shanken s csr test and jobson and korkie s corrected likelihood ratio test are quite accurate in all cases we consider

european inflation dynamics abstract we provide evidence on the fit of the new phillips curve npc for the euro area over the period 1970 1998 and use it as a tool to compare the characteristics of european inflation dynamics with those observed in the u s we also analyze the factors underlying inflation inertia by examining the cyclical behavior of marginal costs as well as that of its two main components namely labor productivity and real wages some of the findings can be summarized as follows a the npc fits euro area data very well possibly better than u s data b the degree of price stickiness implied by the estimates is substantial but in line with survey evidence and u s estimates c inflation dynamics in the euro area appear to have a stronger forward looking component i e less inertia than in the u s d labor market frictions as manifested in the behavior of the wage markup appear to have played a key role in shaping the behavior of marginal costs and consequently inflation in europe

the rigidity of prices this paper uses evidence on individual transaction prices to analyze price behavior the evidence shows that for many transactions pricesremain rigid for periods exceeding one year the rigidity of price ispositively correlated with industry concentration for several productsthe correlation of price changes across buyers is low the paper alsoinvestigates the relationship between price rigidity price change andthe length of time a buyer and seller have been doing business together the author interprets the evidence as emphasizing the importance of nonprice rationing and the inadequacy of models in whichprice movements alone clear markets copyright 1986 by american economic association

option price estimates for water quality improvements a contingent valuation study for the monongahela river abstract we present the findings from a contingent valuation survey designed to estimate the option price bids for the improved recreation resulting from enhanced water quality in the pennsylvania portion of the monongahela river the findings are based on a survey design that used professional interviewers to conduct personal interviews determined from a representative sample of 393 households in addition the research suggests that protest bids and outliers be viewed similarly accordingly a new technique for identifying outlying responses is proposed the findings suggest that the question format affects the option price estimates and that criteria for determining the final sample of responses can have an important influence on contingent valuation results

international dimensions of optimal monetary policy abstract this paper provides a baseline general equilibrium model of optimal monetary policy among interdependent economies with monopolistic firms and nominal rigidities an inward looking policy of domestic price stabilization is not optimal when firms markups are exposed to currency fluctuations such a policy raises exchange rate volatility leading foreign exporters to charge higher prices vis a vis increased uncertainty in the export market as higher import prices reduce the purchasing power of domestic consumers optimal monetary rules trade off a larger domestic output gap against lower consumer prices optimal rules in a world nash equilibrium lead to less exchange rate volatility relative to both inward looking rules and discretionary policies even when the latter do not suffer from any inflationary or deflationary bias gains from international monetary cooperation are related in a non monotonic way to the degree of exchange rate pass through

on correlations and inferences about mean variance efficiency a framework is presented for investigating the mean variance efficiency of an unobservable portfolio based on its correlation with a proxy portfolio a sensitivity analysis derives the highest correlation between the proxy and a portfolio that reverses the inference of a test of sharpe lintner tangency for example the maximum correlation between the value weighted nyse amex portfolio and a portfolio inferred tangent ranges from 0 76 to 0 48 we also test whether the correlation between the proxy and the tangent portfolio exceeds a given level this hypothesis is often rejected for the nyse amex proxy at a correlation of 0 7

despairing over disparities explaining the difference between willingness to pay and willingness to accept this paper examines the three major explanations for the disparity between willingness to pay wtp and willingness to accept wta observed in contingent value surveys and laboratory experiments a belief that the results must be biased in some fashion hanemann s 1991 substitutes hypothesis and the loss aversion model proposed by tversky and kahneman 1991 starting from the assumption that individuals make utility maximizing choices we develop structural equations that yield parametric tests of the hypotheses within a single non experimental framework the approach is flexible enough to incorporate a variety of functional form and distributional assumptions and can be applied to either data from either open ended bids or dichotomous choice questions the usefulness of the approach is demonstrated using data from a survey that asked both wtp and wta questions the results provide weak support for loss aversion

orthogonal frontiers and alternative mean variance efficiency tests this paper catalogues properties of minimum norm orthogonal portfolios portfolios which minimize a quadratic objective function and have returns uncorrelated with those of a candidate portfolio that is not mean variance efficient the analysis shows that the dollar versions of these portfolios correspond to estimators of zero beta rates based on alternative statistical criteria and grouping procedures while costless orthogonal portfolios represent candidate mean variance efficiency tests it also develops inference procedures for zero and unit net investment portfolios of individual securities instead of grouped portfolios that have zero expected betas the resulting mean variance efficiency tests are reasonably insensitive to the underlying statistical assumptions i introduction most mean variance efficiency tests follow from the following simple intuition if a given portfolio p is mean variance efficient all portfolios that cost a dollar and have returns uncorrelated with those of p i e zero beta portfolios have identical expected returns hence all costless zero beta portfolios have expected returns of zero when p is mean variance efficient however the situation is altered considerably when p is not a mean variance efficient portfolio in this case roll 1980 has shown that there are portfolios that cost a dollar and have returns uncorrelated with those ofp at all levels of mean return as a consequence there are costless zero beta portfolios at all levels of expected return as well when p is inefficient mean variance efficiency tests typically involve asking whether particular costless zero beta portfolios have zero expected returns the translation of this intuition into operational test statistics is a problem in sampling theory for example when tests are based on costless portfolios with zero sample betas appropriate allowance must be made for the impact of sampling error in the sample betas on the distribution of its mean return such analysis is extremely complicated when the number of assets included in such portfolios exceeds the number of time series observations on asset returns hence previous investigations have restricted their attention to the special case where the number of assets is taken to be smaller than the number of time series observations an enormous amount has been learned about both the statistical properties and economic interpretation of two such tests in these circumstances shanken s 1985 csr test and the related likelihood ratio test of kandel 1984 a partial list of relevant papers includes roll 1979 1985 gibbons 1982 stambaugh

policy instrument choice and non coordinated monetary policy in interdependent economies abstract non coordinated monetary policy is analyzed in a stochastic two country general equilibrium model non coordinated equilibria are compared in two cases one where policy is set in terms of state contingent money supply rules and one where policy is set in terms of state contingent nominal interest rate rules in general the non coordinated equilibrium differs between the two types of policy rule but a number of special cases are identified where the equilibria are identical the endogenous choice of policy instrument is analyzed and the nash equilibrium in the choice of policy instrument is shown to depend on the interest elasticity of money demand

economic value of cedar relics in lebanon an application of contingent valuation method for conservation abstract the cedar forests in lebanon give shelter to a rich biodiversity and they constitute important mountainous relic habitats harboring a wide range of endemic rare and threatened species and species with economic potential these forests once covering the eastern and western mountain chains have been the providers of quality timber for the region in historical times the ancient practices have left the country with only 12 forest relics distributed on the mount lebanon chain even though recognized worldwide as flagship species and sites of cultural religious and historical values these forests have attracted limited international funds for their conservation these funds proved not to be sustainable for long term conservation plans therefore a system for securing local funds for the protection of cedar forest is needed in this context this research study was designed having three main objectives which are firstly to illustrate the differences in the value of cedar forests between citizens and villagers users and non users secondly to identify the best ways to collect local funds and design other tools involving for example public participation needed in setting out a sound strategy for the conservation of the cedar forests thirdly to use the findings of this study as a tool to investigate in further studies and to inform and influence decision makers about the importance of a long term conservation and sustainable use program as well as to consider a strategic approach for its sustainable use using an open ended questionnaire contingent valuation method is applied to highlight the importance of well informed population to obtain the willingness to pay wtp for a scenario to conserve cedar forests in lebanon to increase their surface areas to promote sustainable activities and to explore the degree of importance of their attributes and of the option bequest and existence values as perceived by the lebanese population the wtp is tested by using a regression model relating wtp to all socio demographic variables the questionnaires 416 were performed in three main cities in lebanon and in villages surrounding two nature reserves the difference in the individual wtp value for users and non users was approximately us 20 per household for both villagers and city dwellers the frequency of the zero wtp value was higher for non users the results obtained encouraged a national initiative to create a national trust fund and to integrate symbolic fees on the amenity services associated with cedar forests

multivariate tests of asset pricing the comparative power of alternative statistics this paper examines estimation issues associated with multivariate tests of asset pricing two issues are considered 1 the constraint that the sample size n must be less than the time series t and 2 the relative effect on power of using the multivariate statistic versus a univariate counterpart we find that an alternative statistic that allows for large n does not dominate the usual portfolio tests more notably we find that the power of a simple diagonal statistic usually dominates the multivariate statistic for cases considered inthis study

regional inflation spatial locations and the balassa samuelson effect evidence from japan we empirically analyse regional inflation using data from japan where there is no regulation to impede the free movement of labour capital goods and services across regions in particular our analysis will focus on the geographical location of regions and the productivity known as the balassa samuelson bs effect as explanations for the dynamics of regional inflation based on a spatial model which is consistent with the theoretical specification of the bs we have confirmed that while it is a relatively small country in terms of land area both spatial location and productivity are important determinants of regional inflation

willingness to pay and compensation demanded experimental evidence of an unexpected disparity in measures of value aside from possible income effects measures of the maximum amounts people will pay to avoid a loss and the minimum compensation necessary for them to accept it are generally assumed to be equivalent unexpectedly wide variations between these sums however have been noted in survey responses to hypothetical options this paper reports the results of a series of experiments that confronted people with actual money payments and cash compensations the results indicate that the compensation measure of value seems to exceed significantly the willingness to pay measure which would appear to call into some question various rules of entitlement damage assessments and interpretations of indifference curves

portfolio analysis with a large universe of assets covariance matrix optimization algorithms are applied to a large number of assets a previous paper by burgess and bey 1988 suggests that attempting to optimize a large number of securities with the traditional covariance matrix model is not practical an alternative approach ranks the securities with the reward to volatility reward to beta ratio and then optimizes a smaller subset of securities with the covariance matrix model this study proposes additional screening methods such as stochastic dominance reward to variability r v ratios reward to lower partial moment r lpm ratios and the optimization of subgroups and provides an empirical test of the various screening methodologies the results indicate that the full covariance critical line optimization algorithm is surprisingly robust compared to the other techniques

event studies in economics and finance the event study is an important research tool in economics and finance the goal of an event study is to measure the effects of an economic event on the value of firms event study methods exploit the fact that given rationality in the marketplace the effects of an event will be reflected immediately in security prices thus the impact can be measured by examining security prices surrounding the event in this paper event study methods are described including some of the potential complications an example is included to illustrate the approach