Liquidity Dynamics Across Small and Large Firms

In this paper, we analyse cross‐sectional heterogeneity in the time‐series variation of liquidity in equity markets. Our analysis uses a broad time‐series and cross‐section of liquidity data. We find that average daily changes in liquidity exhibit significant heterogeneity in the cross‐section; the liquidity of small firms varies more on a daily basis than that of large firms. A steady increase in aggregate market liquidity over the past decade is more strongly manifest in large firms than in small firms. Absolute stock returns are an important determinant of liquidity. We investigate cross‐sectional differences in the resilience of a firm's liquidity to information shocks. We use the sensitivity of stock liquidity to absolute stock returns as an inverse measure of this resilience, and find that the measure exhibits considerable cross‐sectional variation. Firm size, return volatility, institutional holdings, and volume are all significant cross‐sectional determinants of this measure.
(J.E.L.: D82, G10, G14).     

Advancing Loss Given Default Prediction Models: How the Quiet Have Quickened

We describe LossCalc™ version 2.0: the Moody's KMV model to predict loss given default (LGD), the equivalent of (1  −  recovery rate). LossCalc is a statistical model that applies multiple predictive factors at different information levels: collateral, instrument, firm, industry, country and the macroeconomy to predict LGD. We find that distance‐to‐default measures (from the Moody's KMV structural model of default likelihood) compiled at both the industry and firm levels are predictive of LGD. We find that recovery rates worldwide are predictable within a common statistical framework, which suggests that the estimation of economic firm value (which is then available to allocate to claimants according to each country's bankruptcy laws) is a dominant step in LGD determination. LossCalc is built on a global dataset of 3,026 recovery observations for loans, bonds and preferred stock from 1981 to 2004. This dataset includes 1,424 defaults of both public and private firms – both rated and unrated instruments – in all industries. We demonstrate out‐of‐sample and out‐of‐time LGD model validation. The model significantly improves on the use of historical recovery averages to predict LGD .     

Trade, product cycles, and inequality within and between countries

Abstract.  This paper incorporates Northern product innovation and product‐cycle‐driven technology transfer into the continuum‐of‐goods Heckscher‐Ohlin model. The creation of very skill‐intensive goods induces the North to transfer production of older, less skill‐intensive goods to the South. These relocated goods are the most skill intensive by Southern standards. Hence, product cycles raise the relative demand for skilled workers and thus wage inequality within both regions. This runs contrary to the Stolper‐Samuelson theorem, but accords well with the fact that wage inequality has risen in both Northern and Southern countries. Moreover, product cycles increase income inequality between countries. JEL classification: F1     

Canadian and U.S. financial markets: testing the international integration hypothesis under time‐varying conditional volatility

Abstract.  This paper evaluates the international integration hypothesis, that is, that risk‐adjusted anticipated returns are identical, even when financial instruments are traded in different countries. Under time‐varying conditional volatility, this hypothesis is tested by verifying the equality between domestic and foreign risk prices associated with a multi‐factor analytic specification. The maximum‐likelihood and Kalman‐filter estimates are used to assess the national risk prices and interpret the factors. Empirically, the integration of Canadian and U.S. financial markets depends on the risk prices of two factors, which are related to certain non‐monetary events and to the conduct of monetary policies. JEL classification: G15, C32     

DOES EXPERIENCE MATTER? SALARY DISPERSION,COACHING, AND TEAM PERFORMANCE

Using Major League Soccer as a unique dataset, this study examines the direct and indirect role of coaches' experience in determining team performance. Inspired by labor market studies, we applied traditional indicators of team salary structure and, unlike previous studies, empirically test the hypothesis that coach experience affects the way in which team salary distribution influences performance. Our results suggest that coaches with experience as professional soccer players improve team performance directly but worsen the negative effect of a skewed salary distribution. Moreover, experience as a player is more important than coaching experience. (JEL D3, J3, M5)     

The Impact of the Rating Agencies' Through‐the‐cycle Methodology on Rating Dynamics

Surveys on the use of agency credit ratings reveal that some investors believe that credit‐rating agencies are relatively slow in adjusting their ratings. A well‐accepted explanation for this perception on rating timeliness is the through‐the‐cycle methodology that agencies use. Through‐the‐cycle ratings are intended to measure default risk over long investment horizons and to respond only to changes in the permanent component of credit quality. A second aspect of the through‐the‐cycle methodology is the prudent migration policy. In a benchmark study with a financial ratio‐based credit‐scoring models – an agency‐rating prediction model and default‐prediction models with various time horizons – we confirm the exclusive focus of agencies on the permanent component of credit quality and we model and quantify the agencies' prudent migration policy. A rating migration is triggered only when the rating predicted by the agency‐rating prediction model differs by at least a threshold level of 1.8 notch steps from the actual agency rating. If triggered, ratings are only partly adjusted by 70 per cent at the downside and 60 per cent at the upside. From a 1‐year point‐in‐time perspective, weighting temporary fluctuations in credit quality, the through‐the‐cycle methodology lowers the rating‐migration probability by a factor of 3.5. Both aspects of the through‐the‐cycle methodology contribute equally to this factor. The partial adjustment of ratings lowers the rating‐reversal probabilities on short term and introduces rating drift, the known serial correlation in agency‐rating migrations.     

Estimating Quality‐adjusted Price Changes: Method and Application to VCRs

This paper uses scanner data to generate estimates of quality‐adjusted price changes for video‐recorders. We use hedonic regressions to derive estimates of the changing worth of each quality component. These are then applied to weighted changes in the mix of quality attributes of products to derive estimates of quality‐adjusted price (QAP) changes. The data source used is electronic‐point‐of‐sale (EPOS) scanner data that are available for a wide range of goods. This study provides an example of how such methods can be more widely applied. The estimates of QAP changes correspond to constant‐utility, (hedonic) cost‐of‐living indexes defined in economic theory as the ratio of expenditure functions at constant utility allowing for changing prices and characteristics of goods. This method is proposed as an improvement on the existing direct method , which takes its estimates directly from the coefficients associated with 'time dummies' in a hedonic regression. We finally undertake a matching process, akin to that used by statistical offices, and compare the results. Direct comparisons with RPI estimates and these hedonic approaches are not easy since the approaches use quite different data sets. Our replication of a procedure akin to that used for the RPI on the scanner data set provides insights into sources of potential bias.     

Preference shocks from aggregation: time series data evidence

Abstract.  We investigate the impact of preference shocks on the aggregate dynamics of the U.S. economy in the context of a neoclassical growth model derived from aggregation. The aggregation result we use is as follows: if markets are complete and if agents have identical preferences of the addilog type, then the heterogeneous‐agent economy where agents are subject to idiosyncratic productivity shocks behaves as if there was a representative consumer who faces shocks to preferences and technology. We estimate the parameters in the aggregation‐based model from the aggregate time‐series data and compute the numerical solution. We find that the preference shocks play an important role in the aggregate labour‐market fluctuations. JEL classification: C73, D90, E21     

The Beta as a Model for the Distribution of Earnings

Existing functional forms commonly used to represent the earnings distribution have weak micro‐foundations and relatively poor empirical goodness‐of‐fit. This paper presents an optimizing model of firm behaviour, which predicts the earnings distribution to follow the beta distribution of the second kind, a distribution known to provide a superior fit to empirical data.     

Price Competition Between Teams

This study uses an experimental approach to examine whether markets are sensitive to the internal incentive structure of the competitors. Toward this goal, we modeled the competitors in a price competition duopoly game as three-player teams. Each player simultaneously declares a bid (price) and the team whose total bid was lower won the competition and was paid accordingly. The losing team was paid nothing, and in case of a tie, each team was paid half its price. This duopoly game was studied under two conditions; a cooperative treatment in which the team's profit was divided equally amongst its members and a non-cooperative one in which each individual member was paid her own bid. Whereas the Nash equilibrium is for each player in either treatment to demand the minimal price possible, we predicted that convergence to the competitive price would be much faster in the cooperative treatment than in the non-cooperative one. The experimental results firmly confirmed this prediction.     

Are sports teams multiproduct firms?

The appropriate conception of team outputs is investigated by estimating a two-output factor demand system for baseball teams, relative to which single-output models are rejected. This finding is robust to alternative approaches to testing and model choice. The factor demands are those of the symmetric generalized McFadden cost function, which has several advantages in this context. The team factor inputs are the skill characteristics of players, the prices of which are obtained hedonically. In addition to investigating one- versus two-output models, the estimation results are used to obtain demand and substitution elasticities, factor input elasticities with respect to output, cost elasticities, and measures of economies of scale and scope. Although the results support a multiproduct conception of team production, output separability is not rejected, suggesting that team outputs may sometimes be adequately treated as a production aggregate.     

Seasonality, Cointegration, and Forecasting UK Residential Energy Demand

Much of the short‐run movement in energy demand in the UK is seasonal, and the contribution of long‐run factors to short‐run forecasts is slight. Nevertheless, using a variety of techniques, including a recently developed estimation procedure that is applicable irrespective of the orders of integration of the data, we obtain a long‐run income elasticity of demand of about one third, and we are unable to reject a zero price elasticity. An econometric model is shown to provide superior short‐run forecasts to well‐known seasonal time series models ex post , but is inferior to Box‐Jenkins SARMA models when the determinants themselves have to be forecast. However, the relatively short data sample and small number of forecasts suggest caution in generalising these results.     

A RE-EXAMINATION OF PRODUCTION FUNCTIONS AND EFFICIENCY ESTIMATES FOR THE NATIONAL BASKETBALL ASSOCIATION

This paper seeks to re‐examine the issue of estimating team efficiency for sports teams via an application of data from the National Basketball Association. This paper argues that the inputs the coaches allocate are the players the team employs. Therefore, this paper employs a measure of playing talent in modeling team production. Unlike previous studies, which only employed one measure of playing talent, we employ measures of guards, small forwards and big men in a study of basketball. This paper also argues that the time‐varying stochastic frontier models with the identical temporal pattern assumption such as Lee and Schmidt and Battese and Coelli cannot be used in the analysis of team efficiency in sports. The evidence we present shows by hypothesis test that this argument holds.     

Soccer transfers,team efficiency and the sports cycle in the most valued European soccer leagues – have European soccer teams been efficient in trading players?

The sale of soccer players is a serious issue for the sustainability of professional teams. This article discusses the efficiency of the values that 183 European soccer teams have received for the sales of their players since 2007. We estimated stochastic frontiers for these soccer teams using stochastic frontier analysis. We found that teams with higher numbers of titles, with huge past acquisitions of players, and achieving good rankings in the previous season tend to receive more transfer inflows. The efficiency of these inflows can be significantly influenced if the team exhibits a long sports history or if the team participates in the Champions League or in the Europa League.     

Efficiency and Productivity Change of Non‐Life Insurance Companies in Japan

In a book published in 1994, Production Frontiers , Färe and colleagues developed an output‐based DEA (data envelopment analysis) technique to compute productivity change. The technique constructs the Malmquist index using Farrell measures of efficiency. The Farrell efficiency measures are derived from linear programming problems which allow slack in output constraints. The possible existence of output slack is less than desirable in the computation of efficiency. Therefore, the present paper constructs also the Russell and Zieschang measures of efficiency, which disallow output slack and compares them with the Farrell measures. The analysis uses data on Japanese non‐life insurance firms during the period 1983–94.     

Racial Discrimination in English football

This paper examines data on the racial composition and financial and sporting performance of professional English soccer teams between 1974 and 1993. In an earlier paper, Szymanski showed that teams with an above average proportion of black players would tend to perform better on average that would have been expected given the aggregate wage bills of these clubs. Since players are more or less freely traded in soccer this presents strong market‐based evidence of discrimination. In the present paper we explore the source of such discrimination. In particular we are concerned to test the hypothesis that discrimination is attributable to the fans rather than the owners. If fans were racially prejudiced then the owners of a team might expect to generate a smaller marginal revenue product from a black player compared to an equally skilled white player. We assess the presence of fan discrimination by examining relationships between attendance, revenues, performance and the proportion of black players in the team. We also incorporate evidence regarding statements of racial prejudice (from the British Social Attitudes Survey) in particular regions. We find little evidence that the discrimination against black players has its source in fan discrimination.     

Persistence of Capacity Shortage and the Role of Adjustment Costs

This paper finds that plant capital constraints on output in UK industry tend to persist for surprisingly long periods, reflecting a slow response of capital investment. The paper examines the conventional view that this response pattern may be explained by cost of adjustment. Using UK time‐series data for a small number of industry groups, it is shown that the observed dynamics of capital constraints (capital shortage) are not fully explained by a quadratic adjustment cost model or by alternative forms of adjustment cost.     

Export orientation and domestic merger policy: theory and some empirical evidence

Abstract.  Recent 'open‐economy industrial organization' literature finds export orientation enhances the weight of post‐merger international competitive gains, favouring lenient domestic merger policy. However, mergers seldom generate the 'significant synergies' supportive of international competitive gains. Since a joint‐economies‐of‐production effect suggests domestic mergers tend to generate international competitive losses (not gains), export orientation favours strict (not lenient) domestic merger policy. We show how non‐synergistic domestic mergers in the presence of international sales might reduce national welfare and incur stringent merger reviews. A panel data set of U.S. merger policy by manufacturing sector, 1990–2001, empirically supports export orientation, leading to strict merger policy. JEL classification: L40, F10     

The (Non‐)Equivalence of Input and Output Taxes Under Monopoly

The author argues that a government taxing a polluting monopoly by means of levies on output and inputs can implement the first‐best allocation through a continuum of tax profiles. Using this degree of freedom in the tax system, the government is, in general, able to transfer income from the firm to the public sector, so that the additional tax rate acts as a non‐distorting tax on profits. This transfer – and therefore public revenue – is the higher, the lower (higher) the input taxes are, and correspondingly the higher (lower) the output tax is, provided that the production function exhibits decreasing (increasing) returns to scale.