price and quantity endogeneity in demand analysis evidence from directed acyclic graphs we propose to use the emerging method of directed graphs to study price quantity endogeneity issues in empirical demand analysis the approach is illustrated through the examination of u s meat consumption we find that for two major meat products beef and poultry retail prices contemporaneously caused quantities consumed thus were predetermined in contrast the quantity consumed of pork appeared to be predetermined relative to its price

dynamic almost ideal demand systems an empirical analysis of alcohol expenditure in ireland this paper presents a dynamic form of the almost ideal demand system aids three versions of the static aids model are employed to determine the preferred long run equilibrium model and represents the short run dynamics by an error correction mechanism this estimation procedure is then applied to alcohol expenditure in ireland the estimated point elasticities are consistent with previous studies and a priori expectations beer and spirits are found to be price inelastic in both the short and long run while wine is price inelastic in the short run and price elastic in the long run

the econometrics of kinked budget constraints in the last several years a branch of applied econometrics has developed which is devoted to the development of techniques for the estimation of demand and other functions when the budget constraint is piecewise linear or kinky that is when the constraint consists of a number of segments joined together at kink points such constraints most frequently arise from government tax and transfer programs for example the federal income tax imposes a piecewise linear schedule by the use of constant marginal tax rates within brackets a problem analyzed by hausman 1981 the payroll tax in the social security system likewise generates a kinked schedule inasmuch as the marginal tax rate on earnings is zero above a certain earnings maximum federal and state transfer programs for the poor result in piecewise linear constraints because transfer benefits are taxed in the sense of a negative income tax as income rises and because that tax rate falls to zero at the kink point where an individual or family loses eligibility for the benefit altogether many government transfer programs impose additional nonlinearities by altering this tax rate by discrete amounts over the range of positive benefits as well but kinked constraints sometimes arise in nongovernment contexts a well known example being the block pricing schedule commonly set by utilities and volume discounting in general kinked budget constraints create two difficulties that have several interesting facets one difficulty is that changes in tax and transfer schedules can have unexpected effects that can be exactly the opposite in sign to those expected from economic theory examples of this phenomenon are given below the second difficulty that with which this paper is mostly concerned relates to the implications of kinked budget

units of measurement and the stone index in demand system estimation the stone index typically used in estimating linear almost ideal demand systems is not invariant to changes in units of measurement which may seriously affect the approximation properties of the model a modification to the stone index or use of a regular price index instead are both desirable practices in estimating linear ai models

estimating ethnic preferences using ethnic housing quotas in singapore there are many policies around the world aimed at integrating groups gender ethnic national in education employment immigration and housing in the case of housing since prices may not internalize externalities in residential location choices we need to know preferences for welfare analysis this paper estimates people s taste for living with own ethnic groups ethnic preferences using unique policy variation from the ethnic housing quotas in singapore my approach combines policy induced variation commonly used in reduced form settings with a non parametric identi cation strategy in a structural demand estimation framework a la berry levinsohn and pakes 1995 i nd that all groups have strong preferences to live with at least some other

evaluating prior beliefs in a demand system the case of meat demand in canada an almost ideal demand system for meats is estimated using canadian data a bayesian approach is used to impose inequality restrictions on substitution elasticities via monte carlo integration and importance sampling in order to conform with prior beliefs about curvature and monotonicity restrictions and substitution relationships results are more consistent with the concavity and monotonicity restrictions from demand theory than with the added restriction that all meats are substitutes

evaluating the linearized almost ideal demand system linearizing the almost ideal demand system laids by recourse to the stone share weighted price index is common practice two issues are addressed here first scrutiny of the errors in variables implications of the linearization reveals that not only is the sur estimator inconsistent but a consistent iv estimator cannot be constructed second some alternatives to the green alston elasticities specifically designed for the laids model are developed but neither these nor the green alston elasticities are found to have any advantages over the conventional elasticity formulae some errors in the green alston 1990 paper are corrected the inconsistency and elasticity issues are documented by a monte carlo investigation

simple solutions to the initial conditions problem in dynamic nonlinear panel data models with unobserved heterogeneity i study a simple widely applicable approach to handling the initial conditions problem in dynamic nonlinear unobserved effects models rather than attempting to obtain the joint distribution of all outcomes of the endogenous variables i propose finding the distribution conditional on the initial value and the observed history of strictly exogenous explanatory variables the approach is flexible and results in simple estimation strategies for at least three leading dynamic nonlinear models probit tobit and poisson regression i treat the general problem of estimating average partial effects and show that simple estimators exist for important special cases copyright 2005 john wiley sons ltd

looking behind mortgage delinquencies abstract delinquency rates for mortgages originated before and after the financial crisis are examined using a novel and large panel obtained by merging data from tax records and credit registers first we estimate the selection into the mortgage market using an exogenous index of local credit supply as exclusion restriction second controlling for selection we estimate the impact of income shocks on the delinquency rate we find that since 2008 the selection process has led to the halving of the delinquency rate conditional on the creation of a new mortgage job losses nearly double the delinquency risk estimates uncorrected for selection are severely downward biased

what happens during recessions crunches and busts we provide a comprehensive empirical characterization of the linkages between key macroeconomic and financial variables around business and financial cycles for 21 oecd countries over the period 1960 2007 in particular we analyse the implications of 122 recessions 113 28 credit contraction crunch episodes 114 28 episodes of house price declines busts 245 61 episodes of equity price declines busts and their various overlaps in these countries over the sample period our results indicate that the interactions between macroeconomic and financial variables can play a major role in determining the severity and duration of a recession specifically we find evidence that recessions associated with credit crunches and house price busts tend to be deeper and longer than other recessions stijn claessens m ayhan kose and marco e terrones

liquidity constrained markets versus debt constrained markets this paper compares two different models in a common environment the first model has liquidity constraints in that consumers save a single asset that they cannot sell short the second model has debt constraints in that consumers cannot borrow so much that they would want to default but is otherwise a standard complete markets model both models share the features that individuals are unable to completely insure against idiosyncratic shocks and that interest rates are lower than subjective discount rates in a stochastic environment the two models have quite different dynamic properties with the debt constrained model exhibiting simple stochastic steady states while the liquidity constrained model has greater persistence of shocks

maintaining and testing separability in demand systems we derive a general elasticity representation of the necessary and sufficient conditions for direct weak separability of the utility function parametric restrictions required to implement the separability conditions are presented for three common demand systems the almost ideal translog and rotterdam our empirical application uses the rotterdam model to test a few separable structures within a complete u s demand system emphasizing food commodities results based on size corrected likelihood ratio tests provide support for commonly used separability assumptions about food and meat demand

personal bankruptcy and credit supply and demand this paper examines how personal bankruptcy and bankruptcy exemptions affect the supply and demand for credit while generous state level bankruptcy exemptions are probably viewed by most policy makers as benefiting less well off borrowers our results using data from the 1983 survey of consumer finances suggest that they increase the amount of credit held by high asset households and reduce the availability and amount of credit to low asset households conditioning on observable characteristics thus bankruptcy exemptions redistribute credit toward borrowers with high assets interest rates on automobile loans for low asset households also appear to be higher in high exemption states

a cointegrated vecm demand system for meat in italy this article applies cointegration techniques to estimate a monthly demand system for meat in italy in contrast to existing studies where engle and granger s two step procedure and triangular vector error correction model tvecm representations are usually exploited it applies a cointegrated vector error correction model vecm where also prices and expenditure enter endogenously the system and the cointegration rank is not assumed to be known a priori but subject to inference it highlights some of the advantages of using the vecm compared to the tvecm including the possibility of testing the cointegration rank of the system and the weak and strong exogeneity of prices and expenditure within a well specified statistical model this may lead to remarkable improvements in the efficiency of parameters system estimates

welfare implications of the bankruptcy reform act of 1999 abstract in recent years personal bankruptcy has become an important issue to consumers creditors and legislators alike over 40 billion dollars of unsecured debt were discharged in 1998 by 1 44 million households these losses have led legislators to propose a variety of changes in bankruptcy law the most important and recent of which is the bankruptcy reform act of 1999 ba99 i develop a dynamic stochastic general equilibrium model of personal bankruptcy to investigate the trade off between the consumption smoothing role of bankruptcy and the interest rate and deadweight costs it imposes i find that stringent means tests would reduce filing rates only slightly and would have only modest welfare consequences on the other hand the elimination of bankruptcy altogether is found to have substantial benefits this result is robust to income shock persistence and to stringency in the application of means tests

on price indices in the almost ideal demand system a number of papers have discussed the relationship between the almost ideal demand system aids and its linear approximation la aids in this paper it is shown that if the prices in the system are normalized to one the aids and la aids representations are identical at the point of normalization also at the point of normalization the expressions for price and expenditure elasticities from both systems are identical

bias in estimating the almost ideal demand system with the stone index approximation this paper shows that the commonly used stone index approximation can bias the parameter estimates of the almost ideal demand system the bias mostly affects the price parameters and can be more serious when the budget share equations are estimated with individual household rather than aggregate data in the absence of strong substitution effects the price parameter bias can be largely corrected through simple reparameterization copyright 1993 by royal economic society

state dependence serial correlation and heterogeneity in intertemporal labor force participation of married women a dynamic search framework is developed to analyze the intertemporal labor force participation behavior of married women using longitudinal data to allow for a rich dynamic structure the sensitivity to alternative distributional assumptions is evaluated using linear probability and probit models the dynamic probit models are estimated using maximum simulated likelihood msl estimation to overcome the computational difficulties inherent in maximum likelihood estimation of models with nontrivial error structures the results find that participation decisions are characterized by significant state dependence unobserved heterogeneity and negative serial correlation in the error component the hypothesis that fertility decisions are exogenous to women s participation decisions is rejected when dynamics are ignored however there is no evidence against this hypothesis in dynamic model specifications women s participation response is stronger to permanent than current nonlabor income reflecting unobserved taste factors

demand for beef and chicken products separability and structural change several studies have indicated that the recent shift from beef to poultry in consumption is not entirely caused by changes in rela tive prices or income braschler chavas dahlgran hudson and vertin moschini and meilke frank thurman most studies of structural change have focused on red meat consumption only thurman has looked closely at the poultry market and no one has considered poultry products yet the mix of chicken products marketed changed dramat ically during the last twenty years and should have influenced aggregate meat demand the share of broiler slaughter marketed as whole birds declined from 74 in 1965 to 28 in 1985 while cut up parts and processed chick en products increased from 26 to 72 whole birds are inferior goods and cut up parts and processed chicken are normal goods haidacher et al the shift in chicken prod uct mix away from whole birds should have increased the preference for total chicken in this article two related questions are ad dressed first do consumers allocate expendi tures among meats by animal origin or by product type second does disaggregation of meat into products in a meat demand model give insight into the causes of structural

the rand health insurance experiment three decades later we re present and re examine the analysis from the famous rand health insurance experiment from the 1970s on the impact of consumer cost sharing in health insurance on medical spending we begin by summarizing the experiment and its core findings in a manner that would be standard in the current age we then examine potential threats to the validity of a causal interpretation of the experimental treatment effects stemming from different study participation and differential reporting of outcomes across treatment arms finally we re consider the famous rand estimate that the elasticity of medical spending with respect to its out of pocket price is 0 2 emphasizing the challenges associated with summarizing the experimental treatment effects from non linear health insurance contracts using a single price elasticity

applying theil s multinomial extension of the linear logit model to meat expenditure data one of the chief drawbacks of the multinomial extension of the linear logit model is that after the standard linearization the parameters which are directly estimated have no obvious economic meaning this paper presents alternative transformations which facilitate interpretation in one linearization the estimated coefficients will be elasticities at a selected data point such as the mean in another form the coefficients will be slutsky parameters the latter version is chosen for an empirical analysis of the demand for meat in great britain a number of issues concerning the model s error structure and dynamic specification are discussed

unsecured debt with public insurance from bad to worse abstract in u s data income interruptions the receipt of public insurance and the incidence of personal bankruptcy are all closely related the central contribution of this paper is to evaluate bankruptcy protection and public insurance in a unified setting where each program alters incentives in the other our analysis delivers two striking conclusions first we find that u s personal bankruptcy law is an important barrier that prevents the public insurance system from improving welfare second contrary to popular belief we find that increases in the generosity of public insurance will lead to more not less bankruptcy

health insurance and the demand for medical care evidence from a randomized experiment we estimate how cost sharing the portion of the bill the patient pays affects the demand for medical services the data come from a randomized experiment a catastrophic insurance plan reduces expenditures 31 percent relative to zero out of pocket price the price elasticity is approximately 0 2 we reject the hypothesis that less favorable coverage of outpatient services increases total expenditure for example by deterring preventive care or inducing hospitalization

an application of cointegration theory in the estimation of the almost ideal demand system for food consumption in bulgaria abstract the almost ideal demand system is applied to consumption in bulgaria it is argued that the conventional estimation of the almost ideal model should be done within the framework of contemporary time series methodology in this paper the canonical cointegrating regression procedure of park is applied it is argued that the results of the almost ideal demand system that are presented are consistent with both theory and casual observation of consumer behaviour in bulgaria

courts and banks effects of judicial enforcement on credit markets the cost of enforcing contracts is a key determinant of market performance we document this point with reference to the credit market in a model of opportunistic debtors and inefficient courts according to the model improvements in judicial efficiency should reduce credit constraints and increase lending with an ambiguous effect on interest rates that depends on banking competition and on the type of judicial reform these predictions are supported by panel data on italian provinces in provinces with longer trials or large backlogs of pending trials credit is less widely available

an empirical analysis of personal bankruptcy and delinquency this article uses a new dataset of credit card accounts to analyze credit card delinquency personal bankruptcy and the stability of credit risk models we estimate duration models for default and assess the relative importance of different variables in predicting default we investigate how the propensity to default has changed over time disentangling the two leading explanations for the recent increase in default rates a deterioration in the risk composition of borrowers versus an increase in borrowers willingness to default due to declines in default costs even after controlling for risk composition and economic fundamentals the propensity to default significantly increased between 1995 and 1997 standard default models missed an important time varying default factor consistent with a decline in default costs debt issued by consumers is an understudied asset class there has been particularly little academic study of recent trends in default on this debt between 1994 and 1997 the number of personal bankruptcy filings in the united states rose by about 75 the 1 35 million filings in 1997 represented well over 1 of u s households delinquency rates on credit cards rose almost as sharply federal reserve bank of cleveland 1998 the resulting losses to lenders amounted to a sizable fraction of the interest payments they collect potentially raising the average cost of credit these trends in default both in bankruptcy and delinquency are especially surprising in light of the strong economy over the period they provide an unusually rich source of variation to test the stability of models that forecast personal default and of credit risk models more generally there are two leading explanations for these trends first the risk composition of borrowers might have worsened under the risk effect less

an error correction almost ideal demand system for meat in greece this paper represents a dynamic specification of the almost ideal demand system aids based on recent developments on cointegration techniques and error correction models based on greek meat consumption data over the period 1958 1993 it was found that the proposed formulation performs well on both theoretical and statistical grounds as the theoretical properties of homogeneity and symmetry are supported by the data and the lechatelier principle holds regardless of the time horizon beef and chicken may be considered as luxuries while mutton lamb and pork as necessities in the short run beef was found to have price elastic demand pork an almost unitary elasticity whereas mutton lamb chicken and sausages had inelastic demands in the long run beef and pork were found to have a demand elasticity greater than one whereas mutton lamb chicken and sausages still had inelastic demands all meat items are found to be substitutes to each other except chicken and mutton lamb and pork and chicken

the causal effect of coalition governments on fiscal policies evidence from a regression kink design proportional election systems are widespread across countries and often lead to coalition governments this creates interest in how the form of government single party or coalition governments causally influences fiscal policies it is difficult to estimate this causal effect empirically because the form of government is not randomly assigned to political units i overcome this problem by using a regression kink design which exploits that there is a slope change in the treatment probability at the 50 vote share of the strongest party this method is applied to a large panel data set of german local governments i find that contrary to the theoretical prediction coalition governments significantly decrease expenditures

flexible specification of mixed demand systems common flexible functional forms are not very useful for modeling mixed demand systems because derivation of mixed demands requires closed forms for both direct and indirect utility functions in this paper we study the alternative of using a direct approximation to mixed demands we develop a new approach to slutsky relations for mixed demand functions allowing formulation of a rotterdam mixed demand model the resulting mixed demand system is illustrated with an application to meat demand in canada

modeling the pattern of structural change in u s meat demand the hypothesis of structural change in u s meat demand is tested in a four meat almost ideal demand system with parameters following a gradual switching regression model the results support the notion that structural change partly explains the observed u s meat consumption patterns structural change is biased against beef neutral for pork in favor of chicken and fish and it does not affect estimated elasticities the estimated path of structural change implies a rapid transition to a new regime in the mid 1970s although a smooth path cannot be ruled out

short run and long run elasticities for canadian consumption of alcoholic beverages an error correction mechanism cointegration approach elasticities for beer wine and spirits are estimated for each of the provinces of canada over the period 1956 83 using unrestricted dynamic regressions modeled after the error correction mechanism alternative long run estimates are also obtained from cointegrating regressions estimates vary markedly across provinces and suggest that increases in price will reduce consumption of all beverages in the short run but in the long run no evidence is found that spirits use is price sensitive increases in the legal drinking age reduce consumption in the short run but there is little indication of a long run effect the estimated income elasticity of beer is small while the estimated income elasticities for spirits and wine are substantially larger especially in the long run coauthors are ernest h oksanen michael r veall and deborah fretz copyright 1992 by mit press

the rise of risk based pricing of mortgage interest rates in italy abstract this paper assesses how much mortgage interest rates in italy are priced on credit risk as proxied by the probability of household mortgage delinquency estimated using the eu silc database owing to data availability we restrict the analysis of mortgage pricing to italian households consistent with the more widespread use of credit scoring estimates indicate that italian lenders have increasingly priced mortgage interest rates on household credit risk for mortgages granted between 2000 and 2007 we find that a 1 point increase in the probability of default is associated with a 21 basis point rise in mortgage interest rates lower than the 38 basis point premium edelberg 2006 estimated for the us at the end of the 1990s

the inverse imported factor demand system in thailand a cointegration analysis abstract in this paper we derive an inverse input demand system and apply cointegration analysis to the imported factor demand of thai industry we found one cointegrating vector and six common stochastic trends all short run flexibilities are less than one

price sensitivity of demand for prescription drugs exploiting a regression kink design this paper investigates price sensitivity of demand for prescription drugs using drug purchase records for at 20 random sample of the danish population we identify price responsiveness by exploiting exogenous variation in prices caused by kinked reimbursement schemes and implement a regression kink design thus within a unifying framework we uncover price sensitivity for different subpopulations and types of drugs the results suggest low average price responsiveness with corresponding price elasticities ranging from 0 08 to 0 25 implying that demand is inelastic individuals with lower education and income are however more responsive to the price also essential drugs that prevent deterioration in health and prolong life have lower associated average price sensitivity

the household bankruptcy decision personal bankruptcy filings have risen from 0 3 percent of households per year in 1984 to around 1 35 percent in 1998 and 1999 transforming bankruptcy from a rare occurrence to a routine event lenders lost about 39 billion in 1998 due to personal bankruptcy filings but economists have little understanding of why households file for bankruptcy or why filings have increased so rapidly until very recently studying the household bankruptcy decision was very difficult because no household level data set existed that included information on bankruptcy filings in this paper we use new data from the panel study of income dynamics which includes information on bankruptcy filings to estimate a model of households bankruptcy decisions we find support for the strategic model of bankruptcy which predicts that households are more likely to file when their financial benefit from filing is higher our model predicts that an increase of 1 000 in households financial benefit from bankruptcy would result in a 7 percent increase in the number of bankruptcy filings our model also predicts that if the 1997 national bankruptcy review commission s proposed changes in bankruptcy exemption levels were implemented there would be a 16 percent increase in the number of bankruptcy filings each year but if the 100 000 cap on homestead exemptions recently passed by the u s senate were adopted our model predicts that there would be only a negligible effect on the number of filings we find little support for the nonstrategic model of bankruptcy which predicts that households file when adverse events occur which reduce their ability to repay finally controlling for state and time fixed effects our model shows that households are more likely to file for bankruptcy if they live in districts with higher aggregate filing rates

the existence and persistence of household financial hardship a bayesian multivariate dynamic logit framework we investigate the existence and persistence of financial hardship at the household level using data from the british household panel survey our modelling strategy makes three important contributions to the existing literature on household finances firstly we model nine different types of household financial problems within a joint framework allowing for correlation in the random effects across the nine equations secondly we develop a dynamic framework in order to model the persistence of financial problems over time by extending our multi equation framework to allow the presence or otherwise of different types of financial problems in the previous time period to influence the probability that the household currently experiences such problems our third contribution relates to the possibility that experiencing financial problems may be correlated with sample attrition we model missing observations in the panel in order to allow for such attrition our modelling framework allows us to identify any persistence in financial problems over time as well as any interdependence that may exist between different types of financial problems our findings reveal interesting variations in the determinants of experiencing different types of financial problems including demographic and regional differences our findings also highlight persistence in experiencing financial problems over time as well as the role that saving on a regular basis can play in mitigating current financial problems

household debt repayment behaviour what role do institutions play despite the lively policy debate on rising household debt arrears and personal bankruptcy filings there is relatively little empirical evidence on the determinants of households debt repayment behaviour or on the incidence of arrears even less is known about how arrears compare between countries although debt levels are known to vary widely using data from the european community household panel we first show that arrears are frequently associated with subsequent adverse consequences such as future unemployment or bad health second we find that arrears are often precipitated by an adverse shock to the household s income or health but that there are large differences between countries in how households react to these events finally we show that these differences can be partly explained by local financial and judicial institutions as captured by contract enforcement and information sharing indicators in other words we show that while adverse shocks are highly important the extent to which they affect repayment behaviour depends crucially on the penalty for defaulting this finding suggests that although repayment problems often arise from a genuine inability to repay some households seem to behave strategically burcu duygan bump and charles grant

testing restrictions on a model of japanese meat demand tests for quasi separability net substitutability and perfect substitutability are developed and implemented on an almost ideal demand system model of the japanese meat sector the data set satisfies both symmetry and homogeneity there is evidence of net complimentarity between chicken and dairy beef and chicken and pork the tests indicate that japanese wagyu beef is considered a separate commodity to both imported beef and dairy beef the results also indicate that fish can be treated as separable in the japanese meat demand system

adjustment costs firm responses and micro vs macro labor supply elasticities evidence from danish tax records we show that the effects of taxes on labor supply are shaped by interactions between adjustment costs for workers and hours constraints set by firms we develop a model in which firms post job offers characterized by an hours requirement and workers pay search costs to find jobs we present evidence supporting three predictions of this model by analyzing bunching at kinks using danish tax records first larger kinks generate larger taxable income elasticities second kinks that apply to a larger group of workers generate larger elasticities third the distribution of job offers is tailored to match workers aggregate tax preferences in equilibrium our results suggest that macro elasticities may be substantially larger than the estimates obtained using standard microeconometric methods

mortgage arrears regulation and institutions cross country evidence abstract using a newly constructed database for 26 countries over 2000 2014 we analyze cross country and within country differences in mortgage arrears we find that restrictive macro prudential policies in particular lower regulatory loan to value ratios are significantly associated with a lower share of mortgage arrears in total residential debt likewise better institutions are related with lower delinquency rates both directly and by enhancing the impact of macro prudential policies and the right to recourse we also find that the effect of macro prudential policies is conditioned by several mortgage market characteristics such as the maturity of loans interest rate fixity and tax deductibility of interest payments

patient cost sharing and hospitalization offsets in the elderly in the medicare program increases in cost sharing by a supplemental insurer can exert financial externalities we study a policy change that raised patient cost sharing for the supplemental insurer for retired public employees in california we find that physician visits and prescription drug usage have elasticities that are similar to those of the rand health insurance experiment hie unlike the hie however we find substantial offset effects in terms of increased hospital utilization the savings from increased cost sharing accrue mostly to the supplemental insurer while the costs of increased hospitalization accrue mostly to medicare

redistributive taxation and personal bankruptcy in u s states abstract personal bankruptcy regulation and redistributive taxes and transfers vary considerably across u s states and over time our hypothesis is that both policies are imperfect substitutes in insuring consumption of risk averse agents in incomplete markets exploiting data variation over time for 18 u s states for the period 1980 2003 we find considerable support for this hypothesis redistributive taxation and bankruptcy exemptions are negatively correlated and both policies are associated with more equal consumption growth

an error corrected almost ideal demand system for major cereals in kenya despite significant progress in theory and empirical methods the analysis of food consumption patterns in developing countries particularly those in sub saharan africa ssa has received very limited attention an attempt is made in this article to estimate an error corrected almost ideal demand system for four major cereals consumed in kenya employing annual data from 1963 to 2005 this demand system performs well on both theoretical and empirical grounds the symmetry and homogeneity conditions are supported by the data and the le chatelier principle holds empirically all own price elasticities are negative and significant at 5 level and irrespective of the time horizon maize wheat rice and sorghum may be considered as necessities in kenya while the expenditure elasticities of all four cereals are positive they are inelastic both in the short run and in the long run finally wheat and rice complement maize consumption in kenya while sorghum acts as a substitute since cereal consumers have price and income inelastic responses a combination of income and price oriented policies could improve cereal consumption in kenya

dynamic valuation of delinquent credit card accounts this paper introduces a dynamic model of the stochastic repayment behavior exhibited by delinquent credit card accounts based on this model we construct a dynamic collectability score dcs that estimates the account specific probability of collecting a given portion of the outstanding debt over any given time horizon the model integrates a variety of information sources including historical repayment data account specific and time varying macroeconomic covariates as well as scheduled account treatment actions two model identification methods are examined based on maximum likelihood estimation and the generalized method of moments the latter allows for an operational statistics approach combining model estimation and performance optimization by tailoring the estimation error to business relevant loss functions the dcs framework is applied to a large set of account level repayment data the improvements in classification and prediction performance compared to standard bank internal scoring meth

simultaneity and structural change in u s meat demand an inverse of the almost ideal demand system the iaids is developed in order to test the endogeneity of prices and quantities in the u s meat demand system the iaids has all the desirable theoretical properties of the aids except aggregation from the micro to the market level using annual data both prices and quantities appear to be endogenous within the entire meat market including livestock production costs and technical change indicators as instruments eliminates evidence of a mid 1970s demand change