production capacity planning for multiple products under uncertain demand conditions abstract this study chiefly deliberates issues regarding capacity allocation for multiple products when producing multiple products a manufacturer needs to allocate a favorable production quantity to each product under conditions of uncertain demand since the excess or shortage of a product will in turn cause the loss of profit the proposed model and the corresponding algorithm in this study are used to find out the optimal capacity allocation under the given probability density function of specific demands and to effectively allocate limited capacity to multiple products with an aim to maximize profit finally the numerical example suggests that the marginal profit the inventory holding cost the shortage cost the loss of excess production and market demands should be considered in an effort to discover an optimal capacity allocation with regard to multiple products

stock markets banks and growth panel evidence this paper investigates the impact of stock markets and banks on economic growth using a panel data set for the period 1976 98 and applying recent gmm techniques developed for dynamic panels on balance we find that stock markets and banks positively influence economic growth and these findings are not due to potential biases induced by simultaneity omitted variables or unobserved country specific effects

product market competition and the impact of price uncertainty on investment some evidence from us manufacturing industries the authors estimate the impact of price uncertainty on investment using a panel of u s manufacturing industries pooling the data for all industries uncertainty has no impact on current investment however for industries that have low levels of seller concentration and thus are likely to be highly competitive the estimated impact is negative and statistically significant while for industries with high levels of seller concentration the impact is always small and not significantly different from zero the finding of a negative relationship between investment and price uncertainty in competitive industries is broadly consistent with models that incorporate irreversibility of capital investment copyright 1996 by blackwell publishing ltd

variance and lower partial moment betas as bases for costing equity capital among regulated utilities an important question in the setting of public utility rates is what constitutes a fair rate of return or cost of equity capital for a regulated utility recent debates over this issue have centred on the capm s ability to produce realistic equity cost figures for use in the rate setting process several researchers recommend modified or expanded versions of the market model as a means of improving its predictive capabilities one such approach is the lower partial moment model the purpose of the present paper is to assess the robustness of the lower partial moment model relative to the conventional capm as a basis for estimating the cost of a utility company s equity capital the hypothesis that empirical estimates of the lpm beta tend to overestimate the true systematic risk of utility companies was corroborated by our test results

industry growth and capital allocation does having a market or bank based system matter are market based or bank based financial systems better at financing the expansion of industries that depend heavily on external finance facilitating the formation of new establishments and improving the efficiency of capital allocation across industries we find evidence for neither the market based nor the bank based hypothesis while legal system efficiency and overall financial development boost industry growth new establishment formation and efficient capital allocation having a bank based or market based system per se does not seem to matter much

a new approach to measuring financial contagion this article proposes a new approach to evaluate contagion in financial markets our measure of contagion captures the coincidence of extreme return shocks across countries within a region and across regions we characterize the extent of contagion its economic significance and its determinants using a multinomial logistic regression model applying our approach to daily returns of emerging markets during the 1990s we find that contagion is predictable and depends on regional interest rates exchange rate changes and conditional stock return volatility evidence that contagion is stronger for extreme negative returns than for extreme positive returns is mixed

effective control policies for stochastic inventory systems with a minimum order quantity and linear costs abstract we consider a model of single item periodic review inventory system with stochastic demand linear ordering cost where in each time period the system must order either none or at least as much as a minimum order quantity moq optimal inventory policies for such a system are typically too complicated to implement in practice in fact the s s type of policies are often utilized in the real world we study the performance of a simple heuristic policy that is easily implementable because it is specified by only two parameters s t we develop an algorithm to compute the optimal values for these parameters in the infinite time horizon under the average cost criterion through an extensive numerical study we demonstrate that the best s t heuristic policy has performance close to that of the optimal policies when the coefficient of variation of the demand distribution is not very small furthermore the best s t policy always outperforms the best feasible s s policies and on average the percentage differences are significant finally we study the impact of moq on system performance

reducing the cost of demand uncertainty through accurate response to early sales traditionally fashion products have incurred high losses due to stockouts and inventory obsolence because long lead times coupled with a concentrated selling season force all or at least most production to be committed before demand information is available under a quick response system lead times are shortened sufficiently to allow a greater portion of production to be scheduled in response to initial demand we model and analyze the decisions required under quick response and give a method for estimating the demand probability distributions needed in our model we applied these procedures with a major fashion skiwear firm and found that cost relative to the current informal response system was reduced by enough to increase profits by 60 relative to the cost that would have been incurred if no response were used optimized response reduces cost by enough to roughly quadruple profits

demand uncertainty and sales a study of fashion and markdown pricing the theory of clearance sales is expanded and applied to explain why markups markdowns and the frequency of sales of merchandise sold by department stores have increased dramatically in recent years and why they differ across merchandise groups tha major theme of the paper is that the growing role of fashion and product variety is an important reason for these increases and for the differences between merchandise groups the growing importance of fashion is illustrated by documenting the declining use of whites and the increasing use of colors and prints estimates of the effects of imports and technological and demographic changes on markups and markdowns are presented copyright 1988 by american economic association

effective inventory control policies with a minimum order quantity and batch ordering abstract in this paper we consider a single item periodic review stochastic inventory system with both minimum order quantity moq and batch ordering requirements in each time period the firm can order either none or at least as much as the moq at the same time if an order is placed the order quantity is required to be an integral multiple of a given specific batch size we first adopt a heuristic policy which is specified by two parameters s t applying a discrete time markov chain approach we compute the system cost and optimize this s t policy under the long run average cost criterion we also consider a simpler one parameter policy the so called s policy which is a special case of the s t policy in an intensive numerical study we find that 1 both policies perform well in comparison with other policies and 2 the s policy also performs well and is compatible with the s t policy only in a few cases where demand variation is small the latter outperforms the former significantly we also evaluate the effects of some important parameters on system performance

on the existence of an optimal capital structure theory and evidence one of the most contentious issues in the theory of finance during the past quarter century has been the theory of capital structure the geneses of this controversy were the seminal contributions by modigliani and miller 18 19 the general academic view by the mid 1970s although not a consensus was that the optimal capital structure involves balancing the tax advantage of debt against the present value of bankruptcy costs no sooner did this general view become prevalent in the profession than miller 16 presented a new challenge by showing that under certain conditions the tax advantage of debt financing at the firm level is exactly offset by the tax disadvantage of debt at the personal level since then there has developed a burgeoning theoretical literature attempting to reconcile miller s model with the balancing theory of optimal capital structure e g deangelo and masulis 5 kim 12 and modigliani 17 the general result of this work is that if there are significant leverage related costs such as bankruptcy costs agency costs of debt and loss of non debt tax shields and if the income from equity is untaxed then the marginal bondholder s tax rate will be less than the corporate rate and there will be a positive net tax advantage to corporate debt financing the firm s optimal capital structure will involve the trade off between the tax advantage of debt and various leverage related costs the upshot of these extensions of miller s model is the recognition that the existence of an optimal capital structure is essentially an empirical issue as to whether or not the various leverage related costs are economically significant enough to influence the costs of corporate borrowing the miller model and its theoretical extensions have inspired several timeseries studies which provide evidence on the existence of leverage related costs trczinka 28 reports that from examining differences in average yields between taxable corporate bonds and tax exempt municipal bonds one cannot reject the miller hypothesis that the marginal bondholder s tax rate is not different from the corporate tax rate however trczinka is careful to point out that this finding does not necessarily imply that there is no tax advantage of corporate debt if the personal tax rate on equity is positive indeed buser and hess 1 using a longer time series of data and more sophisticated econometric techniques estimate that the average effective personal tax rate on equity is statistically positive and is not of a trivial magnitude more importantly they document evidence that is consistent with the existence of significant leverage related costs in the economy

misspecification of capital asset pricing this study documents empirical anomalies which suggest that either the simple one period capital asset pricing model capm is misspecified or that capital markets are inefficient in particular portfolios based on firm size or earnings price e p ratios experience average returns systematically different from those predicted by the capm furthermore the abnormal returns persist for at least two years this persistence reduces the likelihood that these results are being generated by a market inefficiency rather the evidence seems to indicate that the equilibrium pricing model is misspecified however the data also reveals that an e p effect does not emerge after returns are controlled for the firm size effect the firm size effect largely subsumes the e p effect thus while the e p anomaly and value anomaly exist when each variable is considered separately the two anomalies seem to be related to the same set of missing factors and these factors appear to be more closely associated with firm size than e p ratios

single item inventory control under periodic review and a minimum order quantity in this paper we study a periodic review single item single stage inventory system with stochastic demand in each time period the system must order none or at least as much as a minimum order quantity qmin since the optimal structure of an ordering policy with a minimum order quantity is complicated we propose an easy to use policy which we call r s qmin policy assuming linear holding and backorder costs we determine the optimal numerical value of the level s using a markov chain approach in addition we derive simple news vendor type inequalities for near optimal policy parameters which can easily be implemented within spreadsheet applications in a numerical study we compare our policy with others and test the performance of the approximation for three different demand distributions poisson negative binomial and a discretized version of the gamma distribution given the simplicity of the policy and its cost performance as well as the excellent performance of the approximation we advocate the application of the r s qmin policy in practice

costs of banking system instability some empirical evidence abstract this paper assesses the cross country stylised facts on empirical measures of the losses incurred during periods of banking crises we first consider the direct resolution costs to the government and then the broader costs to the welfare of the economy proxied by losses in gdp we find that the cumulative output losses incurred during crisis periods are large roughly 15 20 on average of annual gdp in contrast to previous research we also find that output losses incurred during crises in developed countries are as high or higher on average than those in emerging market economies moreover output losses during crisis periods in developed countries also appear to be significantly larger 10 15 than in neighbouring countries that did not at the time experience severe banking problems in emerging market economies by contrast banking crises appear to be costly only when accompanied by a currency crisis these results seem robust to allowing for macroeconomic conditions at the outset of crisis in particular low and declining output growth that have also contributed to future output losses during crises episodes

industry characteristics and financial risk contagion this article proposes a new measure of tail risk spillover the conditional coexceedance ccx defined as the number of joint occurrences of extreme negative returns in an industry conditional on an extreme negative return in the financial sector the empirical application provides evidence of significant volatility and tail risk spillovers from the financial sector to many real sectors in the u s economy from 2001 to 2011 these spillovers increase in crisis periods the ccx in a given sector is positively related to its amount of debt financing and negatively related to its valuation and investment therefore real economy sectors which require relatively high debt financing and whose value and investment activity are relatively lower are prime candidates for stock price volatility and depreciation in the wake of a financial sector crisis evidence also suggests that the higher the industry s degree of competition the stronger the tail risk spillover from the financial sector

separating risk and return in the capm a general utility based model abstract the author proposes a new utility function which captures trade offs between return and a large body of risk measures as defined by popular risk return models in the management science literature while exhibiting desirable properties for a financial investor this function forms the basis for an extension to the capital asset pricing model which links general asymmetric risk measures and risk value models with equilibrium asset pricing

extreme coexceedances in new eu member states stock markets abstract we analyze the financial integration of the new european union eu member states stock markets using the negative positive coexceedance variable that counts the number of large negative large positive returns on a given day across the countries a similar analysis is performed for the old eu countries we use a multinomial logit model to investigate how persistence asset classes and volatility are related to the coexceedance variables we find that the effects differ a between negative and positive coexceedance variables b between old and new eu member states and c before and after the eu enlargement in 2004 suggesting a closer connection of new eu stock markets to those in western europe

production planning of style goods with high setup costs and forecast revisions in this paper we study a problem common to a wide variety of manufacturing companies of determining the production schedule of style goods such as clothing and consumer durables under capacity constraints demand for items is stochastic and occurs in the last season of the planning horizon demand estimates are revised in each period we exploit the problem s two level hierarchical structure which is characterized by families and items production changeover costs from one family to another are high compared to other costs however changeover costs between items in the same family are negligible we first formulate this problem as a difficult to solve stochastic mixed integer programming problem then exploiting the problem s hierarchical structure we formulate a deterministic mixed integer programming problem and solve it by means of an algorithm that provides an approximate solution a lower bound is obtained by applying generalized linear programming to the approximate problem we illustrate the procedure using the disguised data of a consumer electronics company the computational results demonstrate the effectiveness of the proposed approach in a practical setting

a stochastic sequencing problem for style goods with forecast revisions and hierarchical structure this paper addresses the problem of simultaneously determining a production sequence and production volumes of style goods style goods have one selling season per year during the rest of the year manufacturers of style goods build up the inventory while continuously reestimating the demand in the final selling season in this problem products have a two stage hierarchy items and families the production of a family is assumed to be nonpreemptive exploiting the hierarchical structure we formulate the problem as a two stage stochastic sequencing problem the stochastic aggregate sequencing problem and the stochastic disaggregation problem to solve the stochastic aggregate sequencing problem a simple heuristic solution procedure is developed that accounts for the forecast revisions and provides a lower bound on the optimal value the heuristic is tested using the disguised data obtained from a consumer electronics company the computational results demonstrate the applicability of the proposed procedure

the dark side of global integration increasing tail dependence abstract we measure stock market coexceedances using the methodology of cappiello gerard and manganelli 2005 ecb working paper 501 this method enables us to measure comovement at each point of the return distribution first we construct annual coexceedance probabilities for both lower and upper tail return quantiles using daily data from 1974 2006 next we explain these probabilities in a panel gravity model framework results show that macroeconomic variables asymmetrically impact stock market comovement across the return distribution financial liberalization significantly increases left tail comovement whereas trade integration significantly increases comovement across all quantiles decreasing exchange rate volatility results in increasing lower tail comovement the introduction of the euro increases comovement across the entire return distribution thereby significantly reducing the benefits of portfolio diversification within the euro area

myopic policies for some inventory models with uncertain demand distributions the majority of papers on stochastic inventory theory make the assumption that the distribution of consumer demand in each time period is known with certainty while this assumption is unsupported in many applied contexts it is conventionally held that more realistic models are more difficult to solve and will not yield simple operational policies this paper shows that a simple inventory policy based upon a critical fractile can be optimal or near optimal in some inventory models with parameter adaptive demand processes in these some parameter of the demand distribution is not known with certainty and estimates of the parameter are updated in a statistical fashion as demand is observed through time examples include exponentially smoothed forecasts and bayesian updating of parameter estimates bounds on the value loss relative to optimal cost when using the critical fractile policy can be calculated directly from the problem data some numerical examples illustrate the technique

bank stock returns and economic growth previous research has established i that a country s financial sector influence future economic growth and ii that stock market index returns affect future economic growth we extend and tie together these two strands of the growth literature by analyzing the relationship between banking industry stock returns and future economic growth using dynamic panel techniques to analyze panel data from 18 developed and 18 emerging markets we find a positive and significant relationship between bank stock returns and future gdp growth that is independent of the previously documented relationship between market index returns and economic growth we also find that much of the informational content of bank stock returns is captured by country specific and institutional characteristics such as bank accounting disclosure standards banking crises enforcement of insider trading law and government ownership of banks

dynamics and causality in industry specific volatility abstract this paper presents comprehensive empirical evidence on the dynamics and causality within 30 us industry specific volatilities during july 1963 and june 2008 we find that linear trends are present in 17 of the 30 industry volatilities granger causality tests reveal that the industry of business supplies and the industry of finance are the most important lead indicators of industry volatilities to uncover contemporaneous causal relationships in the market we implement an emerging data driven method of directed acyclic graphs the results suggest that volatility shocks originating from business supplies machinery and consumer goods industries are sources of risks that affect most other industries by contrast volatilities in the two traditionally important industries oil and autos do not appear to have a substantial influence on other large industries in the contemporaneous time finally business equipment and services both containing information technology components are the most important driving forces of the industry volatility surge in the late 1990s

a new class of tests of contagion with applications a new class of tests of contagion is proposed identifying transmission channels of financial market crises through changes in higher order moments of the distribution of returns such as coskewness applying the framework to test for contagion in real estate and equity markets following the hong kong crisis in 1997 1998 and the u s subprime crisis in 2007 shows that the coskewness based tests of contagion detect additional channels not identified by the correlation based tests implications of contagion in pricing exchange options where there is a change in higher order comoments of returns on the underlying assets are also investigated

finance and the sources of growth the authors evaluate whether the level of development in the banking sector exerts a causal impact on economic growth and its sources total factor productivity growth physical capital accumulation and private saving they use 1 a pure cross country instrumental variable estimator to extract the exogenous component of banking development and 2 a new panel technique that controls for country specific effects and endogeneity they find that banks do exert a large causal impact on total factor productivity growth which feeds through to overall gdp gross domestic product growth the long run links between banking development and both capital growth and private savings are more tenuous

asset market linkages in crisis periods we characterize asset return linkages during periods of stress by an extremal dependence measure contrary to correlation analysis this nonparametric measure is not predisposed toward the normal distribution and can allow for nonlinear relationships our estimates for the g 5 countries suggest that simultaneous crashes between stock markets are much more likely than between bond markets however for the assessment of financial system stability the widely disregarded cross asset perspective is particularly important for example our data show that stock bond contagion is approximately as frequent as flight to quality from stocks into bonds extreme cross border linkages are surprisingly similar to national linkages illustrating a potential downside to international financial integration

how does industry affect firm financial structure we examine the importance of industry to firm level financial and real decisions we find that in addition to standard industry fixed effects financial structure also depends on a firm s position within its industry in competitive industries a firm s financial leverage depends on its natural hedge its proximity to the median industry capital labor ratio the actions of other firms in the industry and its status as entrant incumbent or exiting firm financial leverage is higher and less dispersed in concentrated industries where strategic debt interactions are also stronger but a firm s natural hedge is not significant our results show that financial structure technology and risk are jointly determined within industries these findings are consistent with recent industry equilibrium models of financial structure copyright 2005 oxford university press