oil price volatility and the asymmetric response of gasoline prices to oil price increases and decreases this paper analyzes the effect of volatility in oil prices on the degree of asymmetry in the response of gasoline prices to oil price increases and decreases several time series measures of the asymmetry between the responses of gasoline prices to oil price increases and decreases and several measures of the oil price volatility are constructed in all models the degree of asymmetry in gasoline prices declines with an increase in oil price volatility the results support the oligopolistic coordination theory as a likely explanation of the observed asymmetry and are not consistent with the standard search theory and the search theory with bayesian updating

developing a stress testing framework based on market risk models the basel 2 accord requires regulatory capital to cover stress tests yet no coherent and objective framework for stress testing portfolios exists we propose a new methodology for stress testing in the context of market risk models that can incorporate both volatility clustering and heavy tails empirical results compare the performance of eight risk models with four possible conditional and unconditional return distributions over different rolling estimation periods when applied to major currency pairs using daily data spanning more than 20 years we find that stress test results should have little impact on current levels of foreign exchange regulatory capital

modeling regional economic dynamics spatial dependence spatial heterogeneity and nonlinearities abstract spatial modeling of economic phenomena requires the adoption of complex econometric tools which allow us to deal with important methodological issues such as spatial dependence spatial unobserved heterogeneity and nonlinearities in this paper we describe some recently developed econometric approaches i e spatial autoregressive semiparametric geoadditive models which address the three issues simultaneously we also illustrate the relative performance of these methods with an application to the case of house prices in the lucas county

evaluating interval forecasts a complete theory for evaluating interval forecasts has not been worked out to date most of the literature implicitly assumes homoskedastic errors even when this is clearly violated and proceed by merely testing for correct unconditional coverage consequently i set out to build a consistent framework for conditional interval forecast evaluation which is crucial when higher order moment dynamics are present the new methodology is demonstrated in an application to the exchange rate forecasting procedures advocated in risk management

the propagation of regional recessions this paper develops a framework for inferring common markov switching components in a panel data set with large cross section and time series dimensions we apply the framework to studying similarities and dierences across u s states in the timing of business cycles we hypothesize that there exists a small number of cluster designations with individual states in a given cluster sharing certain business cycle characteristics we nd that although oil producing and agricultural states can sometimes experience a separate recession from the rest of the united states for the most part dierences across states appear to be a matter of timing with some states entering recession or recovering before others jel c11 c32 e32

forecasting portfolio value at risk with nonparametric lower tail dependence estimates abstract we propose to forecast the value at risk of bivariate portfolios using copulas which are calibrated on the basis of nonparametric sample estimates of the coefficient of lower tail dependence we compare our proposed method to a conventional copula garch model where the parameter of a clayton copula is estimated via canonical maximum likelihood the superiority of our proposed model is exemplified by analyzing a data sample of nine different bivariate and one nine dimensional financial portfolio a comparison of the out of sample forecasting accuracy of both models confirms that our model yields economically significantly better value at risk forecasts than the competing parametric calibration strategy

bubbles and volatility of stock prices effect of mimetic contagion the author discusses the effect of the mimetic contagion on the dynamics of stock prices each investor bids and or asks prices such that adjusts to his present value calculated from his incomplete information set and to the average price of others buyers and sellers mimetic contagion an original stochastic treatment based on the equation of motion of the probability density function is used to calculate the equations of the mean and variance of the market price as soon as the agents are mimetic and or have correlated present values then the moments of the market price are driven away from the fundamental ones copyright 1991 by royal economic society

wage bargaining with time varying threats we study wage bargaining in which the union is uncertain about the firm s willingness to pay and threat payoffs vary over time strike payoffs change as replacement workers are hired as strikers find temporary jobs and as inventories or strike funds run out we find that bargaining outcomes are substantially altered if threat payoffs vary if dispute costs increase in the long run then dispute durations are longer settlement rates are lower and wages decline more slowly during the short run and may even increase the settlement wage is largely determined from the long run threat rather than the short run threat

the convergence of regional house prices in the uk the ripple effect hypothesis implies a long run convergence of regional uk house prices however despite many authors believing in the existence of such an underlying constancy statistical evidence has yet to be presented supporting this implication in this paper an alternative approach is proposed to analyse regional house price ratios in contrast to the findings of previous studies application of this new procedure results in the detection of widespread convergence of house prices in a number of regions of the uk the results suggest that the failure of previous analyses to uncover convergence is due to an underlying asymmetry in the adjustment process being ignored interestingly the form of asymmetry detected varies between regions while regions in the south east experience faster convergence following downswings in prices other regions exhibit more rapid convergence following increases in prices

consumer sentiment and consumer spending decomposing the granger causal relationship in the time domain it is often believed that the consumer sentiment index has predictive power for future consumption levels while granger causality tests have already been used to test for this no attempt has been made yet to quantify the predictive power of the consumer sentiment index over different time horizons in this article we decompose the granger causality at different time lags by looking at a sequence of nested prediction models since the consumer sentiment index turns out to be cointegrated with real consumption we resort to error correcting models four consumption series are studied namely total real consumption real consumption of durables non durables and services among other findings we show that the consumer sentiment index granger causes future consumption with an average time lag of 4 5 months furthermore it is found that the consumer sentiment index has more incremental predictive power for consumption of services than for consumption of durables or non durables and that the index is not

the role of copulas in the housing crisis abstract due to its simplicity and familiarity the gaussian copula is popular in calculating risk in collaterized debt obligations but it imposes asymptotic independence such that extreme events appear to be unrelated this restriction might be innocuous in normal times but during extreme events such as the housing crisis the gaussian copula might be inappropriate this paper explores various copula specifications and finds that the degree to which housing prices are related based on the gaussian copula is too small compared with real housing price data

the spatial dimension of us house prices spatial heterogeneity and spatial dependence are two well established aspects of house price developments however the analysis of differences in spatial dependence across time and space has not gained much attention yet this paper jointly analyses these three aspects of spatial data a panel smooth transition regression model is applied that allows for heterogeneity across time and space in spatial house price spillovers and for heterogeneity in the effect of the fundamentals on house price dynamics evidence is found for heterogeneity in spatial spillovers of house prices across space and time house prices in neighbouring regions spill over more in times of increasing neighbouring house prices then when neighbouring house prices are declining this is interpreted as evidence for the disposition effect moreover heterogeneity in the effect of the fundamentals on house price dynamics could not be detected for all variables real per capita disposable income and the unemployment rate have a homogeneous

on rational bubbles and fat tails this paper addresses the statistical properties of time series driven by rational bubbles a la blanchard and watson 1982 using insights on the behavior of multiplicative stochastic processes we demonstrate that the tails of the unconditional distribution emerging from such bubble processes follow power laws exhibit hyperbolic decline more precisely we find that rational bubbles predict a fat power tail for both the bubble component and price differences with an exponent smaller than 1 the distribution of returns is dominated by the same power law over an extended range of large returns although power law tails are a pervasive feature of empirical data these numerical predictions are in disagreement with the usual empirical estimates it therefore appears that exogenous rational bubbles are hardly reconcilable with some of the stylized facts of financial data at a very elementary level

search intensity job advertising and efficiency this paper demonstrates that if both firms and workers search the other side of the market for job matches the equilibrium rate of unemployment is likely to be too high both sides ignore a positive externality of their search when they establish a job match they remove from the market a job searcher so they save society his search costs i show that there is no feasible wage rate that can internalize this externality under fairly weak restrictions on the technology of search

the effects of sons and daughters on men s labor supply and wages in this paper we estimate the effects of children and the differential effects of sons and daughters on men s labor supply and hourly wage rates the responses to fatherhood of two cohorts of men from the psid sample are examined separately and we use fixed effects estimation to control for unobserved heterogeneity we find that fatherhood significantly increases the hourly wage rates and annual hours of work for men from both cohorts most notably men s labor supply and wage rates increase more in response to the births of sons than to the births of daughters

reconsidering gender bias in intrahousehold allocation in india abstract finding evidence of gender discrimination among children in the intrahousehold allocation of goods has often proven to be difficult this article uses data on education expenditures in india to test whether data aggregation data reliability and the statistical method used help explain this pattern results suggest that discrimination against girls is increasing in age and robust to the statistical method and the expenditure measure at the all india level although state level results are more sensitive i find that data aggregation and statistical method are important factors in detecting gender bias while data reliability does not seem to play a major role

regional heterogeneity and the trans regional interaction of housing prices and inflation evidence from china s 35 major cities this paper proposes a theoretical framework to analyse the regionally heterogeneous responses of housing prices and inflation to the monetary aggregates shock and the trans regional interaction of housing prices and inflation which has seldom been discussed in previous literature using a gvar globe vector autoregression model evidence based on china s 35 major cities for this framework is provided the results show that 1 the housing price shocks have weak positive influence on cpis consumer price index 2 the housing price shocks especially the shocks in first tier cities and eastern cities have strong positive influence on domestic housing price dynamics and housing prices of other cities 3 monetary aggregates shock has strong influence on the housing prices of first tier cities and eastern cities while weak influence on that of central and western cities cpis are barely influenced by monetary aggregates shocks the empirical results are in accordance with the theoretical explanation

wage bargaining inventories and union legislation this paper analyses a strategic bargaining game where the firm may or may not be able to sell out of its inventory of finished goods during a strike firms and the union are both risk neutral and have the same discount rate it is shown that the wage equilibrium corresponds to the axiomatic nash bargaining solution where the threatpoints are the agents payoffs should bargaining continue indefinitely we use the 1980 and 1982 employment acts to test this theory interpreting that legislation change as changing the firm s threatpoint but not its bargaining power this allows us to identify the value of the firm s threatpoint post 1982 formal tests support the theory also consistent with the theory it is found that union wages decrease with inventories after 1982 but not before and that the union wage gap is smaller after 1982 wage bargaining as described in the strategic bargaining literature is a peaceful affair if there is no agreement workers simply withdraw their labour for one period and there is a consequent one period loss of production for the firm but strikes tend to generate a lot of conflict in the u k in the 1970s striking unions would form picket lines across the factory gates their aim was not only to prevent strikebreakers going to work but also to stop lorries delivering goods conversely firms often with the help of the police would try to get the lorries across those lines the employment acts of 1980 and 1982 stopped this struggle stopping lorries crossing picket lines had always been illegal but this new legislation gave firms power to have picket lines immediately lifted should striking workers act illegally the courts would immediately sequester the union s assets if its members refused to comply with the law using the strategic bargaining approach this paper considers the equilibrium effect of this change in legislation on union wage formation using wage and inventory data from a panel of firms across this time period this paper also formally tests that theory there have been two main approaches to bargaining theory the strategic bargaining

the effects of the gender of children on expenditure patterns in rural china a semiparametric analysis we analyse expenditure patterns for rural china focusing on differences between families with boys and girls the sample includes more than 5000 nuclear families from 19 chinese provinces following the existing literature we estimate engel curves for food and for alcohol a typical adult good we use a flexible partially linear specification and allow for endogeneity of total expenditures the results are similar to those of other studies not providing much evidence of gender differentials we then focus on the decision to send a child to school and on the budget share spent on educational goods using both parametric and semiparametric estimates we find evidence that boys are more often sent to school and that expenditures on a boy that goes to school are larger than for a school going girl of the same age copyright 2005 john wiley sons ltd

inventories and wage bargaining abstract a union is assumed to make a sequence of take it or leave it wage demands to a firm which produces a storable good equilibrium has the following properties 1 the firm chooses to accumulate inventories even though there is no uncertainty 2 the accumulation of inventories lowers wages by reducing the rents from further production and therefore harms the union without benefitting the firm 3 there can be intermittent work stoppages i e strikes even though there is no uncertainty these work stoppages limit the firm s inventories and hence raise wages journal of economic literature classification numbers c78 c73 j31

looking for boy girl discrimination in household expenditure data the ability to test for discrimination in the allocation of goods between boys and girls is hampered by a lack of data on intrahousehold distribution the analysis presented here allows inferences about intrahousehold allocation to be made from householdlevel expenditure data for a given level of income families with children will spend less on adult goods in order to purchase children s goods if household purchasing favors boys over girls smaller expenditures on adult goods would be made by families with boys as compared with those with girls a method for determining adult goods is described and the procedure for detecting gender bias is applied to data from c6te d lvoire and thailand the data show no evidence of discriminatio n between boys and girls in c6te d lvoire and a small and statistically insignificant bias in favor of boys in thailand how commodities are allocated among the members of a household has recently occasioned a good deal of interest assessments of poverty and income distribution based on household incomes or expenditures will be misleading if allocation within the household is unequal the position of women and girls has been of particular concern and there is a considerable amount of empirical evidence much of it from the indian subcontinent that documents discrimination against females see in particular bhagwati 1973 sen 1984 sen and sengupta 1983 miller 1981 bardhan 1982 and kynch and sen 1983 as well as survey papers by behrman 1987 and harriss 1987 much of the evidence is concerned with measurements of nutritional outcomes mortality and health status rather than with the direct allocation of goods by gender the difficulty in trying to determine the intrahousehold allocation of goods is that household budget surveys the obvious source of data record consumption not of individuals but of households and while attempts can be made to the author is a professor of public affairs and of economics and international affairs at princeton university and is a consultant to the population and human resources department of the world bank the author thanks dwayne benjamin who provided for excellent research assistance he is grateful to him and to members of the economic growth center at yale university for helpful comments this is a revised and shortened version of living standards measurement study working paper 39 the allocation of goods within the household adults children and gender june 1987 the results from thailand were not included in the working paper 1989 the international bank for reconstruction and development the world bank

son preference and household income in rural china why is it that couples who have a son or whose last child is a son earn higher conditional income to solve this curious case we tell a detective story evidence of a phenomenon to be explained a parade of suspects a process of elimination from the enquiry and then the denouement given the draconian family planning policy and a common perception that there is strong son preference in rural china we postulate two main hypotheses income based sex selection making it more likely that richer households have sons and an incentive for households with sons to raise their income tests of each hypothesis are conducted taken as a whole the tests cannot reject either hypothesis but they tend to favour the incentive hypothesis and there is evidence in support of the channels through which the incentive effect might operate to our knowledge this is the first study to test these hypotheses against each other in rural china and more generally in developing countries

using trivariate copulas to model sample selection and treatment effects simultaneous nonlinear econometric models with discrete outcomes are often difficult to implement this article considers the use of the copula approach for a model with three jointly determined outcomes it also deals with the discrete case in which outcomes include a mixture of dichotomous choices and discrete count data we apply this technique to study self selection and interdependence between health insurance and health care demand among married couples the full model consists of a dichotomous choice equation for family insurance and a separate negative binomial equation for each spouse s health care use

the copula garch model of conditional dependencies an international stock market application abstract modeling the dependency between stock market returns is a difficult task when returns follow a complicated dynamics when returns are non normal it is often simply impossible to specify the multivariate distribution relating two or more return series in this context we propose a new methodology based on copula functions which consists in estimating first the univariate distributions and then the joining distribution in such a context the dependency parameter can easily be rendered conditional and time varying we apply this methodology to the daily returns of four major stock markets our results suggest that conditional dependency depends on past realizations for european market pairs only for these markets dependency is found to be more widely affected when returns move in the same direction than when they move in opposite directions modeling the dynamics of the dependency parameter also suggests that dependency is higher and more persistent between european stock markets

regional housing price cycles a spatio temporal analysis using us state level data kuethe t h and pede v o regional housing price cycles a spatio temporal analysis using us state level data regional studies a study is presented of the effects of macroeconomic shocks on housing prices in the western united states using quarterly state level data from 1988 1 to 2007 4 the study contributes to the existing literature by explicitly incorporating locational spillovers through a spatial econometric adaptation of vector autoregression spvar the results suggest these spillovers may granger cause housing price movements in a large number of cases spvar provides additional insights through impulse response functions that demonstrate the effects of macroeconomic events in different neighbouring locations in addition it is demonstrated that including spatial information leads to significantly lower mean square forecast errors kuethe t h et pede v o la variation cyclique regionale du prix du logement une analyse geographico temporelle des donnees sur les etats aux e u regional s

forecasting the joint distribution of australian electricity prices using dynamic vine copulae abstract we consider the problem of modelling and forecasting the distribution of a vector of prices from interconnected electricity markets using a flexible class of drawable vine copula models where we allow the dependence parameters of the constituting bivariate copulae to be time varying we undertake in sample and out of sample tests using daily electricity prices and evidence that our model provides accurate forecasts of the underlying distribution and outperforms a set of competing models in their abilities to forecast one day ahead conditional quantiles of a portfolio of electricity prices our study is conducted in the australian national electricity market nem which is the most efficient power auction in the world electricity prices exhibit highly stylised features such as extreme price spikes price dependency between regional markets correlation asymmetry and non linear dependency the developed approach can be used as a risk management tool in the electricity retail industry which plays an integral role in the apparatus of modern energy markets electricity retailers are responsible for the efficient distribution of electricity while being exposed to market risk with extreme magnitudes

improving daily value at risk forecasts the relevance of short run volatility for regulatory quality assessment abstract in this paper we present a novel perspective on data filtering and present an innovative wavelet based approach that leads to improved value at risk var forecasts a separation of financial conditional volatility into short mid and long run components allows us to study the relevance of these frequency components with respect to a regulatory quality assessment for daily var forecasts a simulation study and an analysis of daily market prices suggest that short and mid run information components cover the relevant information that is necessary for estimating adequate daily var excluding long run information components reduces daily var forecasts by up to 4 and does not impact the quality of regulatory back testing

firm specific determinants of the real wage bargaining models suggest that firm specific variables play an important role in wage determination yet previous empirical studies of wage determination have largely ignored these variables the authors analysis of a large panel data set of u s wage contracts suggests that firm specific variables suggested by bargaining models such as the value of sales the capital labor ratio and the financial liquidity of the firm are important determinants of negotiated real wages copyright 1992 by mit press

analyzing comovements in housing prices using vine copulas i introduction when housing prices were rapidly appreciating from 1999 to 2006 investment firms created structured securities by combining mortgages from houses located in different parts of the country and then traders bought and sold those securities and also pieces of those securities called tranches in secondary markets the most familiar of those structured securities was the collateralized debt obligation cdo the main appeal of cdos rested in the belief that due to the localized nature of housing markets houses in separate geographic markets would be unlikely to simultaneously experience large decreases in prices credit rating agencies offered support to this thinking by awarding many cdos the highest possible safety rating however it soon became clear that cdos offered less diversified protection than originally thought when starting in 2006 housing prices in different geographic areas even those located far apart simultaneously plummeted in value as a consequence cdos lost much of their value with the global cdo market shrinking from 482 billion globally in 2007 to only 8 billion in 2010 1 in the wake of the housing crisis financial analysts and policy makers have questioned why compared to pre crisis expectations housing prices showed strong correlations across different geographic areas in addition a branch of research has emerged that attempts to identify sources of and quantify magnitudes of housing price comovements apergis and payne 2012 barros gil alana and payne 2012 the popular press quickly assigned blame to the statistical method used to analyze linkages between housing markets the gaussian copula li 2000 notably the march 2009 issue of the technology magazine wired featured an article on the gaussian copula entitled recipe for disaster the formula that killed wall street similar ideas have reached the general public through the works of nassim taleb taleb 2007 the gaussian copula became popular due in part to its link to the familiar multivariate normal distribution but the multivariate normal distribution has asymptotic independence such that events regardless of the strength of their correlation become independent if one pushes far enough into the tails embrechts mcneil and straumann 2002 thus in the midst of the housing crisis which might be thought of as a lower tail event the gaussian copula predicted near independence in price movements across different areas when in fact prices plummeted simultaneously throughout most of the united states but the gaussian copula s link to the normal distribution was not its only appeal perhaps a bigger reason for its popularity was that the gaussian copula much like the related normal distribution readily extends to higher dimensions certainly credit rating agencies were not considering simple bivariate movements between two locations but rather multivariate movements across many locations recent studies argue that alternative specifications especially copulas that depart from normality more accurately reflect correlations in housing price movements during extreme market swings ho huynh and jachochavez 2014 zimmer 2012 however those improved fits have been achieved only in bivariate models that compare housing price movements between two locations it remains an open question whether non gaussian copulas can accurately reflect housing price movements in higher dimensional settings unfortunately copulas other than the gaussian do not readily extend to higher than bivariate dimensions nelsen 2006 105 attempts to develop higher dimensional copulas some of which are discussed below either impose unrealistic restrictions or present difficulties when applied to data as an alternative this article develops multivariate models of housing price comovements based on vine copulas the approach requires marginal distributions which financial analysts should know with some certainty and bivariate copulas which have well understood statistical properties

flexible estimation of copulas an application to the us housing crisis summary zimmer the role of copulas in the housing crisis review of economics and statistics 2012 94 607 620 provides an interesting case study of the pitfalls of using parametric copulas to understand the us housing crisis in the latter part of 2000s the original study by zimmer 2012 employs a finite mixture copula to illustrate that the symmetry of the gaussian copula may not be tenable especially for us housing price data during the time period from 1975 q2 to 2009 q1 we undertake a replication of his study in a wide sense first we replicate the study by incorporating revised data and then extending the dataset to include the most recent data second we implement a nonparametric copula estimator recently proposed by racine mixed data kernel copulas empirical economics forthcoming to the parametrically filtered data used in zimmer 2012 our replication finds that the application of the nonparametric copula to the same and extended filtered data provides an alternative flexible specification for copulas however the overall cautionary message of the flexible form copula espoused in zimmer 2012 remains copyright 2015 john wiley sons ltd

a non cooperative bargaining model with strategically timed offers abstract rubinstein s alternating offers bargaining model is enriched by allowing players to choose when and whether or not to make an offer time is continuous and players make offers whenever they wish it is assumed that upon making an offer players must wait a fixed amount of time before making another it is shown that if players can react arbitrarily quickly to their opponent s offers then all subgame perfect equilibrium outcomes are rubinstein like in particular efficient however if it takes time to react then some delay can be supported this potential delay becomes arbitrarily large as reaction times increase journal of economic literature classification numbers c78 c72

is there long run convergence among regional house prices in the uk this paper investigates the long run convergence of regional house prices in the uk existing studies have failed to reach a consensus on whether or not regional house prices exhibit long run convergence with each other the application is proposed of a new test involving unit root testing of the first principal component based on regional national house price differentials using mix adjusted quarterly data for 1973 2006 it is found that the first principal component is stationary this suggests that all uk regional house prices are driven by a single common stochastic trend further analysis suggests that those regions that are more distant from london exhibit the highest degrees of persistence with respect to deviations in house price differentials

managing volumetric risk of long term power purchase agreements abstract a negative dependence between wind power production and electricity spot price exists this is an important fact to consider for risk management of long term power purchase agreements ppas in this study we investigate this dependence by constructing a joint model using constant as well as time varying copulas we propose to use score driven models as marginal model for the spot price of electricity as these are more robust to extreme events compared to arma garch models we apply the new model to pricing and risk management of ppas and benchmark it against the arma garch specification our comparison shows that the score driven model results in a statistically significant improvement of predicting the value at risk var which is of high importance for risk management of long term ppas further comparing constant and time varying copulas we find that all time varying copulas are significantly better than their constant counterparts at predicting the var hence time varying copulas should be used in risk management of ppas

a primer on financial contagion abstract this paper presents a theoretical framework to highlight possible channels for the international transmission of financial shocks we first review the different definitions and measures of contagion adopted by the literature we then use a simple multi country asset pricing model to classify the main elements of the current debate on contagion and provide a stylized account of how a crisis in one country can spread to the world economy in particular the model shows how crises can be transmitted across countries without assuming ad hoc portfolio management rules or market imperfections finally tracking our classification we survey the results of the empirical literature on contagion

regional differences in mortgage demand and mortgage instrument choice in the uk koblyakova a hutchison n and tiwari p regional differences in mortgage demand and mortgage instrument choice in the uk regional studies this paper presents empirical evidence of regional variations in mortgage choice decisions within the uk s mortgage sector utilizing british household panel survey bhps data for the years 2001 2007 and 2008 the paper suggests that a household s decision to choose a variable rate mortgage is more likely to occur in areas with lower incomes and affordability rates such as northern england scotland and wales since variable rate mortgages are more sensitive to income and monetary policy shocks the disproportional distribution of variable contracts within the mortgage sector may have a differential impact on the regions

inventory accumulation wages and employment this paper analyzes the effect of inventory accumulation on the outcome of wage and employment agreements between a union and a firm a two period model is set up with bargaining in each period and the paper analyzes under what circumstances inventories will be held even if demand and production conditions are constant it is found that inventories have an important strategic role they bring forward employment and strengthen the bargaining position of the firm in the later period however the firm s strategic use of inventories will generally be to the detriment of both parties copyright 1991 by royal economic society

dependence structure and risk measure understanding the relationships among multivariate assets would help one greatly about how best to position one s investments and enhance one s financial risk protection we present a new method to model parametrically the dependence structure of stock index returns through a continuous distribution function which links an n dimensional density to its one dimensional margins the resulting multivariate model could be used in a wide range of financial applications focusing on risk management we show that a misspecification of the dependence structure introduces on average an error in value at risk estimates

backtesting trading risk of commercial banks using expected shortfall this paper uses saddlepoint technique to backtest the trading risk of commercial banks using expected shortfall it is found that four out of six us commercial banks have excessive trading risks monte carlo simulation studies show that the proposed backtest is very accurate and powerful even for small test samples more importantly risk managers can carry out the proposed backtest based on any number of exceptions so that incorrect risk models can be promptly detected before any further huge losses are realized

strategic bargaining with firm inventories this paper characterizes how a firm s opportunity to sell from its stock of inventories affects the outcome of strategic wage negotiations with a union of workers in equilibrium the union and firm share the benefits from an immediate return to work less the costs of a strike of infinite duration this outcome is equivalent to a nash bargaining solution in which the threat points are the agents expected payoffs should a strike last forever we also demonstrate that for a given level of inventories the wage increases when demand is high conversely given demand the wage falls as inventories rise

determinants of housing price volatility in canada a dynamic analysis this article tries to identify the determinants of housing price volatility and to examine the dynamic effects of these determinants on volatility using quarterly data for canada the generalized autoregressive conditional heteroskedastic garch and the vector autoregressive var models have been employed to analyse possible time variation of the housing price volatility and the interactions between the volatility and the key macroeconomic variables we find the evidence of time varying housing price volatility for canada our var granger causality and variance decomposition vdc analyses demonstrate that housing price volatility is affected significantly by gross domestic product gdp growth rate housing price appreciation rate and inflation on the other hand volatility affects gdp growth rate housing price appreciation and volatility itself the impulse response analysis reveals the asymmetric of the positive and negative shocks the findings of this article have important implications particu

some contagion some interdependence more pitfalls in tests of financial contagion this paper develops a test of contagion in financial markets based on bivariate correlation analysis which generalizes existing tests and applies it to the international effects of the hong kong stock market crisis of october 1997 contagion is defined as a structural break in the international transmission of financial shocks for plausible values of the variance of country specific shocks in hong kong our test finds evidence of contagion for 5 countries out of a sample of 17 this is in sharp contrast with the findings of recent literature according to which there is no contagion only interdependence we show that this strong result in the literature is due to arbitrary and unrealistic restrictions on the variance of country specific shocks

do lower mortgage rates mean higher housing prices much research has shown that mortgage rates exert a negative influence on housing prices this study analyses the long and short run relationships between housing prices and mortgage rates using advanced nonstructural estimation methods as expected a bivariate specification and a four variable housing demand specification both show that these variables have a long run relationship and that there is a rather inelastic response of housing prices to changes in mortgage rates however contrary to previous research the results from granger non causality tests impulse response functions and variance decompositions reveal that there is virtually no short run influence from mortgage rates to housing prices

the excess co movement of commodity prices reconsidered this paper provides an empirical reconsideration of evidence for excess co movement of commodity prices within the framework of univariate and multivariate garch 1 1 models alternative formulations of zero excess co movement are provided and corresponding score and likelihood ratio tests are developed monthly time series data for two sample periods 1960 85 and 1974 92 on up to nine commodities are used in contrast to earlier work only weak evidence of excess co movement is found

land resilience and tail dependence among crop yield distributions we propose and empirically test a simple model to shed light on the nature of interactions between weather land quality and yield the conceptual model posits substitution relations between water stress metrics and soil quality as well as a soil conditioned threshold water stress level beyond which soil cannot buffer crop yields the model implies that yield yield dependence should vary as growing conditions vary in comparison with intermediate growing conditions yield yield dependence should strengthen when growing conditions are either very good or very poor county yield data strongly support substitution between soil and benign water availability levels but complementarity between soil and beneficial heat variables our estimated model provides qualified support for the hypothesis that better land is more resilient to water stress we estimate a pseudo copula that nests the gaussian copula finding strong evidence of left tail dependence among yields our formal model and empirical findings corroborate others concerns about the appropriateness of current usda rate setting methodologies which posit constant state conditional rank correlations implicitly assumed by use of the gaussian copula an application to aggregate crop yield rate setting suggests that current methods underprice area yield and whole farm premiums applying our empirical model to medium range weather projections under a climate change scenario for the northern great plains we infer that systemic yield correlations will increase in future years

seasonality and cointegration of regional house prices in the uk the data generation process underlying regional house prices in the uk is investigated using new statistical tests it is found that causal flows tend to be northwards the south east rather than greater london acts as an exogenous price determinator of the other regions in the south the midland regions have a great influence on prices in the north and flows through the east midlands are characterised by bi directional causality these results are largely independent of assumptions made about the data generation process and tests of these assumptions have low power in any case there are also similarities between this causality and migration patterns particularly in the south of england

a dynamic equilibrium model of search bargaining and money abstract this paper considers dynamic equilibria in a model with random matching strategic bargaining and money equilibrium in the bargaining game is characterized in terms of a simple differential equation when we embed this characterization into the monetary economy the model can generate outcomes such as limit cycles that never arise if one imposes a myopic nash bargaining solution as has been done in the past journal of economic literature classification numbers c78 d83 e31

do gasoline prices respond asymmetrically to crude oil price changes the authors test and confirm that retail gasoline prices respond more quickly to increases than to decreases in crude oil prices among the possible sources of this asymmetry are production inventory adjustment lags and market power of some sellers by analyzing price transmission at different points in the distribution chain the authors attempt to shed light on these theories spot prices for generic gasoline show asymmetry in responding to crude oil price changes which may reflect inventory adjustment effects asymmetry also appears in the response of retail prices to wholesale price changes possibly indicating short run market power among retailers

coupling couples with copulas analysis of assortative matching on risk attitude we investigate patterns of assortative matching on risk attitude using self reported ordinal data on risk attitudes for males and females within married couples from the german socio economic panel over the period 2004 2012 we apply a novel copula based bivariate panel ordinal model estimation is in two steps first a copula based markov model is used to relate the marginal distribution of the response in different time periods separately for males and females second another copula is used to couple the males and females conditional on the past distributions we find positive dependence both in the middle of the distribution and in the joint tails and we interpret this as positive assortative matching pam hence we reject standard assortative matching theories based on risk sharing assumptions and favor models based on alternative assumptions such as the ability of agents to control income risk we also find evidence of assimilation that is pam appearing to increase with years of marriage jel c33 c51 d81