default correlation an empirical investigation of a subprime lender in recent years subprime lending has grown substantially as an important sector of the credit markets this paper is concerned with the risk management of subprime loan portfolios and the importance of default correlation in measuring that risk using a large portfolio of residential subprime loans from an anonymous subprime lender we show that default correlation is substantial for this lender in particular the significance of default correlation increases as the internal credit rating declines our results suggest that lenders and regulators would be well served investing in the understanding of default correlation in subprime portfolios

contracts as a barrier to entry it is shown that an incumbent seller who faces a threat of entry into his or her market will sign long term contracts that prevent the entry of some lower cost producers even though they do not preclude entry completely moreover when a seller possesses superior information about the likelihood of entry it is shown that the length of the contract may act as a signal of the true probability of entry

credit risk measurement developments over the last 20 years abstract this paper traces developments in the credit risk measurement literature over the last 20 years the paper is essentially divided into two parts in the first part the evolution of the literature on the credit risk measurement of individual loans and portfolios of loans is traced by way of reference to articles appearing in relevant issues of the journal of banking and finance and other publications in the second part a new approach built around a mortality risk framework to measuring the risk and returns on loans and bonds is presented this model is shown to offer some promise in analyzing the risk return structures of portfolios of credit risk exposed debt instruments

comments on credit ratings and the bis capital adequacy reform agenda the new basel capital accord basel committee on banking supervision 1999 has the objective of making capital requirements appropriately sensitive to the degree of risk in bank activities this is important because the original capital accord 1998 has been widely criticized for the lack of risk sensitivity of the capital charges assessed against various types of loans many observers believe this has resulted in regulatory arbitrage on the part of banks to the detriment of the quality of the assets banks hold on their books the basel committee has proposed a standardized approach for determining risk based capital using external ratings and two other approaches based on internal models for dealing with credit risk 1 altman et al 2002 examines in detail whether the goal of appropriate risk sensitivity is met by the proposed risk weights of the standardized approach the main conclusion of the altman et al paper and the underlying issues can be seen in fig 1 which plots the proposed risk weights and the historical corporate bond losses by rating as the authors note ratings aaa through a have experienced virtually no defaults but are assigned weights of 20 aaa and aa and 50 a percent more problematic the proposed risk weights for baa and ba rated loans are both 100 even though the loss experience for ba is 10 times higher than for baa finally the b and below rated loans have risk weights only half again as large as baa rated loans while the historical loss experience has been 55 times greater thus the basel proposal fails to capture the relative risks of the various ratings altman et al journal of banking finance 26 2002 923 928

do pharmacists buy bayer informed shoppers and the brand premium we estimate the effect of information and expertise on consumers willingness to pay for national brands in physically homogeneous product categories in a detailed case study of headache remedies we find that more informed or expert consumers are less likely to pay extra to buy national brands with pharmacists choosing them over store brands only 9 percent of the time compared to 26 percent of the time for the average consumer in a similar case study of pantry staples such as salt and sugar we show that chefs devote 12 percentage points less of their purchases to national brands than demographically similar nonchefs we extend our analysis to cover 50 retail health categories and 241 food and drink categories the results suggest that misinformation and related consumer mistakes explain a sizable share of the brand premium for health products and a much smaller share for most food and drink products we tie our estimates together using a stylized model of demand and pricing

evolving choice inconsistencies in choice of prescription drug insurance we study choice over prescription insurance plans by the elderly using government administrative data to evaluate how these choices evolve over time we find large foregone savings from not choosing the lowest cost plan that has grown over time we develop a structural framework to decompose the changes in foregone welfare from inconsistent choices into choice set changes and choice function changes from a fixed choice set we find that foregone welfare increases over time due primarily to changes in plan characteristics such as premiums and out of pocket costs we estimate little learning at either the individual or cohort level

regulatory implications of credit risk modelling abstract this introduction places in context the papers on credit risk modelling contained in the special issue we explain why credit risk modelling has become such a focus of interest for practitioners and financial supervisors even though as we explain the current modelling technologies have significant weaknesses they offer the possibility of major changes in the ways banks are managed and regulated the main impediment to greater use of these models especially by regulators is the difficulty involved in back testing the risk measures they produce we suggest some thoughts on how back testing and other types of model assessment might be performed

invited paper even the rich can make themselves poor a critical examination of iv methods in marketing applications marketing is a field that is rich in data our data is of high quality often at a highly disaggregate level and there is considerable variation in the key variables for which estimates of effects on outcomes such as sales and profits are desired the recognition that in some general sense marketing variables are set by firms on the basis of information not always observable by the researcher has led to concerns regarding endogeneity and widespread pressure to implement instrumental variables methods in marketing problems the instruments used in our empirical literature are rarely valid and the iv methods used can have poor sampling properties including substantial finite sample bias and large sampling errors given the problems with iv methods a convincing argument must be made that there is a first order endogeneity problem and that we have strong and valid instruments before these methods should be used if strong and valid instruments are not available then researchers need to look toward supplementing the information available to them for example if there are concerns about unobservable advertising or promotional variables then the researcher is much better off measuring these variables rather than using instruments such as lagged marketing variables that are clearly invalid ultimately only randomized variation in marketing variables with proper implementation and large samples can be argued to be a valid instrument without further assumptions

policy implications of the federal reserve study of credit risk models at major us banking institutions abstract the current regulatory capital standard for banks the basle accord is a lose lose proposition regulators cannot conclude that a bank with a nominally high regulatory capital ratio has a correspondingly low probability of insolvency on the other hand because the accord often levies a capital charge out of proportion to the true economic risk of a position banks must engage in regulatory capital arbitrage or exit their low risk business lines since such arbitrage is costly the capital regulations keep banks from maximizing the value of the financial firm regulators need to answer three questions 1 what are the goals of prudential regulation and supervision 2 how should bank soundness be defined and quantified 3 at what level should a minimum soundness standard be set in order to meet the perhaps conflicting goals of prudential regulation and supervision possible answers to these questions are attempted then the paper analyzes the two leading proposals for rationalizing the accord a modified basle or ratings based approach and a full models approach

information marketing and pricing in the u s antiulcer drug market introduced into the united states in 1977 tagamet was the pioneer product in the class of antiulcer drugs known as h2antagonists by promoting ulcer healing through inhibiting acid secretion tagamet was able to heal ulcers and treat pre ulcer conditions pharmacologically on an outpatient basis thereby substituting for more costly hospital admissions and surgeries in 1983 another h2 antagonist called zantac entered and by early 1987 u s zantac sales surpassed those of the pioneering tagamet today there are four h2 antagonists sold in the united states tagamet zantac pepcid and axid zantac is now the world s largest selling prescription drug having estimated worldwide sales in 1994 of about 4 billion each of the four h2 antagonists is among the top 100 in world drug sales although tagamet lost u s patent protection on may 17 1994 in this paper we examine empirically the role of information in facilitating and explaining growth of the overall antiulcer drug market as well as in shaping the changing market shares of the four patented products the dissemination of information is due largely to the use of marketing channels such as visits by manufacturers representatives to physicians called detailing advertising in medical journals and most recently by direct to consumer advertising we examine these and also explore pricing policies product differentiation and orderof entry effects

an analytic approach to credit risk of large corporate bond and loan portfolios abstract we derive an analytic approximation to the credit loss distribution of large portfolios by letting the number of exposures tend to infinity defaults and rating migrations for individual exposures are driven by a factor model in order to capture co movements in changing credit quality the limiting credit loss distribution obeys the empirical stylized facts of skewness and heavy tails we show how portfolio features like the degree of systematic risk credit quality and term to maturity affect the distributional shape of portfolio credit losses using empirical data it appears that the basle 8 rule corresponds to quantiles with confidence levels exceeding 98 the limit law s relevance for credit risk management is investigated further by checking its applicability to portfolios with a finite number of exposures relatively homogeneous portfolios of 300 exposures can be well approximated by the limit law a minimum of 800 exposures is required if portfolios are relatively heterogeneous realistic loan portfolios often contain thousands of exposures implying that our analytic approach can be a fast and accurate alternative to the standard monte carlo simulation techniques adopted in much of the literature

loss given default of residential mortgages in a low ltv regime role of foreclosure auction process and housing market cycles abstract using loan level foreclosure auction data we study the loss given default lgd of defaulted residential mortgages originated in korea a low ltv regime we find that senior mortgages generate very low loss rates 5 10 while losses of subordinated claims are in 30 50 range we document the effects of housing market cycles on loss severity by showing that collateral characteristics that are overvalued during the boom increase loss severity during the market downturn we also investigate how a broad set of time of origination and post origination information on loan collateral and borrower characteristics and foreclosure auction process influence the lgd of residential mortgages

securitization and bank performance theory suggests that securitization provides financial institutions with an opportunity to lower the cost of funding improve credit risk management and increase profitability in practice however it might lead to adverse consequences through a number of indirect channels therefore the net impact of securitization on bank performance is ambiguous this study aims to evaluate whether banks improve their performance through the use of the securitization market by applying a propensity score matching approach in other words we build a counterfactual group of banks to assess what would have happened to the securitizing banks had they not securitized using us commercial banking data from 2001 to 2008 we first test these hypotheses using univariate analysis and find that securitizing banks are on average more profitable institutions with higher credit risk exposure and higher cost of funding however the propensity score matching analysis does not provide evidence of significant causal effects of securitization on the performance of banks therefore securitization does not seem to outperform alternative funding risk management and profitability improvement techniques used by banks that have ex ante similar characteristics to those securitizing our evidence raises important questions about the motives for banks increasing securitization activities and consequent implications for the banking system

risk based deposit insurance an incentive compatible plan deposit insurance provided by the federal deposit insurance corporation fdic violates a basic principle of insurance premiums are not adjusted for bank risk thus banks have the incentive to take on more risk increasing the insurer s liability but not the banks costs see keeton 1984 this incentive is heightened further by the fdic s timidity in closing failed banks if uninsured depositors and other creditors were able and willing to evaluate bank risk and demand risk adjusted returns on investments the incentive for risk taking would be weakened since in such a world deposit insurance could be fairly priced see thomson 1987 when asymmetric information concerning both bank risktaking and insurer behavior characterizes the banking market as crane 1976 avery belton and goldberg 1988 keeton and morris 1987 and brewer and lee 1986 all suggest to be the case other remedies must be sought

capital standard forbearance and deposit insurance pricing under garch abstract we propose a multiperiod deposit insurance pricing model that simultaneously incorporates the capital standard and the possibility of forbearance the model employs the recently developed garch option pricing technique in determining the deposit insurance value our model offers two distinctive advantages first it explicitly considers the implications of the strict enforcement on capital standard as stipulated in fdic improvement act of 1991 second the use of the garch model allows us to capture many robust features exhibited by financial asset returns by the garch option pricing theory the value of a contingent claim is a function of the asset risk premium this unique feature is found to be prominent in determining the bank s deposit insurance value we also examine the effects of capital forbearance and moral hazard behavior in this multiperiod deposit insurance setting

non performing loans moral hazard and regulation of the chinese commercial banking system abstract non performing loans npls represent a major obstacle to the development of banking sector one of the key objectives of the banking sector reforms in china has therefore been to reduce the high level of npls to do so chinese regulatory authorities have injected significant capital into the banking system and scrutinized npls since 2003 this paper examines the impact of npls on bank behavior in china using a threshold panel regression model and a dataset covering 60 city commercial banks 16 state owned banks and joint stock banks and 11 rural commercial banks during 2006 2012 we test whether lending decisions of chinese banks exhibit moral hazard the results support the moral hazard hypothesis suggesting that an increase in the npls ratio raises riskier lending potentially causing further deterioration of the loan quality and financial system instability policy implications of findings are evaluated

capital regulation and deposit insurance abstract a model of deposit insurance in which the bank closure rule can systematically deviate from the economic insolvency condition used in earlier models is developed simulation of that model for plausible parameter values suggests that the failure to close banks on a timely basis has a profound effect in increasing the insurer s liability the implications of these results for capital regulation are discussed

a guide to choosing absolute bank capital requirements resampling implementation of a stress scenario approach to estimating portfolio default loss distributions is proposed as the basis for estimates of the appropriate absolute level of economic capital allocations for portfolio credit risk estimates are presented for stress scenarios of varying severity and implications of different time horizons are analyzed results for a numeraire portfolio are quite sensitive to such variations although the analysis is framed in terms of recent proposals to revise regulatory capital requirements for banks the arguments and results are also relevant for bankers making capital structure decisions

how and when to use the political cycle to identify advertising effects this paper provides a critical analysis of how and when political advertising serves as a useful source of exogenous variation in product advertising

credit risk in the leasing industry abstract this paper is devoted to the credit risk modeling issues of retail lease portfolios using a re sampling method i estimate the probability density function of losses and var measures in a portfolio of 46 732 leases issued between 1990 and 2000 by a major european financial institution my results show that physical collaterals play a major role in reducing the credit risk associated with lease portfolios however because of insufficient recognition of such collaterals under the new regulatory capital framework basel ii significant differences are observed between the estimated capital requirements and those calculated in accordance with the various basel ii approaches

emerging problems with the basel capital accord regulatory capital arbitrage and related issues in recent years securitization and other financial innovations have provided unprecedented opportunities for banks to reduce substantially their regulatory capital requirements with little or no corresponding reduction in their overall economic risks a process termed regulatory capital arbitrage these methods are used routinely to lower the eaective risk based capital requirements against certain portfolios to levels well below the basel capital accord s nominal 8 total risk based capital standard this paper discusses the principal techniques used to undertake capital arbitrage and the diaculties faced by bank supervisors in attempting to deal with these activities under the current capital framework 2000 elsevier science b v all rights reserved

the demand for league football a demand equation is estimated for total football league attendances for the period 1948 49 to 1979 80 plausible values are obtained for the elasticities of demand with respect to income and to a price variable which includes the cost of travel to the stadium the values imply that football spectating is an inferior good with a low price elasticity equations are also estimated for the league s separate divisions the implications of the results for the football league clubs are discussed

state dependence and alternative explanations for consumer inertia for many consumer packaged goods products researchers have documented inertia in brand choice a form of persistence whereby consumers have a higher probability of choosing a product that they have purchased in the past using data on margarine and refrigerated orange juice purchases we show that the finding of inertia is robust to flexible controls for preference heterogeneity and not due to autocorrelated taste shocks thus the inertia is at least partly due to structural not spurious state dependence we explore three economic explanations for the observed structural state dependence preference changes due to past purchases or consumption experiences which induce a form of loyalty search and learning our data are consistent with loyalty but not with search or learning properly distinguishing among the dierent sources of inertia is important for policy analysis because the alternative sources of inertia imply qualitative dierences in firm s pricing incentives and lead to quantitatively dierent equilibrium

the response of drug expenditure to nonlinear contract design evidence from medicare part d we study the demand response to non linear price schedules using data on insurance contracts and prescription drug purchases in medicare part d we exploit the kink in individuals budget set created by the famous donut hole where insurance becomes discontinuously much less generous on the margin to provide descriptive evidence of the drug purchase response to a price increase we then specify and estimate a simple dynamic model of drug use that allows us to quantify the spending response along the entire non linear budget set we use the model for counterfactual analysis of the increase in spending from filling the donut hole as will be required by 2020 under the affordable care act in our baseline model which considers spending decisions within a single year we estimate that filling the donut hole will increase annual drug spending by about 150 or about 8 percent about one quarter of this spending increase reflects anticipatory behavior coming from beneficiaries whose spending prior to the policy change would leave them short of reaching the donut hole we also present descriptive evidence of cross year substitution of spending by individuals who reach the kink which motivates a simple extension to our baseline model that allows in a highly stylized way for individuals to engage in such cross year substitution our estimates from this extension suggest that a large share of the 150 drug spending increase could be attributed to cross year substitution and the net increase could be as little as 45 per year

capital and risk new evidence on implications of large operational losses operational risk is currently receiving significant media attention as financial scandals have appeared regularly and multiple events have exceeded one billion dollars in impact regulators have also been devoting attention to this risk and are finalizing proposals that would require banks to hold capital for potential operational losses this paper uses newly available loss data to model operational risk at internationally active banks our results suggest that the amount of capital held for operational risk will often exceed capital held for market risk and that the largest banks could choose to allocate several billion dollars in capital to operational risk

advertising effects in presidential elections presidential elections provide both an important context in which to study advertising and a setting that mitigates the challenges of dynamics and endogeneity we use the 2000 and 2004 general elections to analyze the effect of market level advertising on county level vote shares the results indicate significant positive effects of advertising exposures both instrumental variables and fixed effects alter the ad coefficient advertising elasticities are smaller than are typical for branded goods yet significant enough to shift election outcomes for example if advertising were set to zero and all other factors held constant three states electoral votes would have changed parties in 2000 given the narrow margin of victory in 2000 this shift would have resulted in a different president

determinants of banks risk exposure to new account fraud evidence from germany abstract this paper studies empirically the determinants of new account fraud risk within two dimensions the probability of fraud and the expected and unexpected monetary loss per account due to fraud by fraud risk we mean the risk that a bank fails to enforce a debt because the identity of the person incurring the debt cannot be ascertained using a unique and rich data set of account applicants provided by a german internet only bank we find that fraud risk is highly sensitive to demographic and socio economic variables like nationality gender marital status age occupation and urbanisation for example foreigners are 22 25 times more likely to commit account fraud than germans and men are 2 5 times more risky than women

financial intermediation and delegated monitoring this paper develops a theory of financial intermediation based on minimizing the cost of monitoring information which is useful for resolving incentive problems between borrowers and lenders it presents a characterization of the costs of providing incentives for delegated monitoring by a financial intermediary diversification within an intermediary serves to reduce these costs even in a risk neutral economy the paper presents some more general analysis of the effect of diversification on resolving incentive problems in the environment assumed in the model debt contracts with costly bankruptcy are shown to be optimal the analysis has implications for the portfolio structure and capital structure of intermediaries

evaluating credit risk models over the past decade commercial banks have devoted many resources to developing internal models to better quantify their financial risks and assign economic capital these eaorts have been recognized and encouraged by bank regulators recently banks have extended these eaorts into the field of credit risk modeling however an important question for both banks and their regulators is evaluating the accuracy of a model s forecasts of credit losses especially given the small number of available forecasts due to their typically long planning horizons using a panel data approach we propose evaluation methods for credit risk models based on cross sectional simulation specifically models are evaluated not only on their forecasts over time but also on their forecasts at a given point in time for simulated credit portfolios once the forecasts corresponding to these portfolios are generated they can be evaluated using various statistical methods 2000 elsevier science b v all rights reserved

tying foreclosure and exclusion in recent years the leverage theory of tied good sales has faced heavy and influential criticism in an important sense though the models used by its critics are actually incapable of addressing the leverage theory s central concerns here the author reconsiders the leverage hypothesis and argues that tying can indeed serve as a mechanism for leveraging market power the mechanism through which this leverage occurs its profitability and its welfare implications are discussed in detail copyright 1990 by american economic association

the valuation of fdic deposit insurance using option pricing estimates when congress set the premium rate for fdic deposit insurance in the banking act of 1935 which authorized a permanent federal insurance system neither experience nor theory could offer much guidance regarding an appropriate fee structure although rates have since been periodically revised the fdic has yet to attempt to set the insurance rate at a ifair level that is a level equal to administrative costs plus the ex ante value of the insurance such a premium is the rate that would be charged by competitive private insurers however7 the garn st germain act of 1982 directed the fdic to consider the feasibility of a risk based premium structure in response the fdic has suggested a trial system in which each insured bank will be placed in one of three risk classes based on credit and interest rate risk relative to capital and a premium rate will be assigned to each group those rates will be determined in part by the loss experience of the entire banking system fdic 1983 another approach to the determination of the appropriate insurance premium has been offered by merton 1977 who suggested using the analogous relationship between deposit guarantees and put options to value fdic insurance in this paper we follow merton s suggestion and calculate bank specific estimates of the proper premium for deposit insurance for the banks in our sample we find that fdic rates greatly exceed estimates of the fair value of the insurance derived from the blackscholes 1972 option pricing model

the effects of market structure and ownership on prices and service offerings in the cable television industry this article provides empirical evidence on the effects of alternative market structures and ownership modes on prices and service offerings in the cable television industry we analyze the underlying characteristics and behavior of competing versus monopoly operators on the one hand and privately versus nonprivately owned operators on the other we find that competition and nonprivate ownership are associated with lower prices for basic cable television service we also find that cable television price and quality differentials vary with certain characteristics of competing operators and that market structure and ownership status influence changes in price and quality over time

consumer heterogeneity and paid search effectiveness a large scale field experiment internet advertising has been the fastest growing advertising channel in recent years with paid search ads comprising the bulk of this revenue we present results from a series of large scale field experiments done at ebay that were designed to measure the causal effectiveness of paid search ads because search clicks and purchase intent are correlated we show that returns from paid search are a fraction of non experimental estimates as an extreme case we show that brand keyword ads have no measurable short term benefits for non brand keywords we find that new and infrequent users are positively influenced by ads but that more frequent users whose purchasing behavior is not influenced by ads account for most of the advertising expenses resulting in average returns that are negative

deregulation and bank financial policy the standard view that banks can value maximize by exploiting non risk rated deposit insurance ignores the potential loss of a valuable bank charter due to insolvency recognition of this effect changes the bank s optimal financial policy and can induce extreme risk averting as well as risk taking behavior however as the value of the bank charter falls the risk taking strategy is more apt to dominate therefore current deregulation of the banking industry by easing entry and devaluing charters holds the potential for increases in the incidence of insolvency unless offsetting policies are instituted

internal ratings systems implied credit risk and the consistency of banks risk classification policies abstract this paper aims at improving our understanding of internal risk rating systems irs at large banks of the way in which they are implemented and at verifying if irs produce consistent estimates of banks loan portfolio credit risk an important property of our work is that the size of our data set allows us to derive measures of credit risk without making any assumptions about correlations between loans by applying carey s carey mark 1998 credit risk in private debt portfolios journal of finance liii 4 1363 1387 non parametric monte carlo re sampling method we find substantial differences between the implied loss distributions of two banks with equal regulatory risk profiles both expected losses and the credit loss rates at a wide range of loss distribution percentiles vary considerably such variation will translate into different levels of required economic capital our results also confirm the quantitative importance of size for portfolio credit risk for common parameter values we find that tail risk can be reduced by up to 40 by doubling portfolio size our analysis makes clear that not only the formal design of a rating system but also the way in which it is implemented e g a rating grade composition the degree of homogeneity within rating classes can be quantitatively important for the shape of credit loss distributions and thus for banks required capital structure the evidence of differences between lenders also hints at the presence of differentiated market equilibria that are more complex than might otherwise be supposed different lending or risk management styles may emerge and banks strike their own balance between risk taking and the cost of monitoring that risk

ask your doctor direct to consumer advertising of pharmaceuticals we measure the impact of direct to consumer television advertising dtca by drug manufacturers our identification strategy exploits shocks to local advertising markets generated by the political advertising cycle and a regulatory intervention affecting a single product we find evidence of significant business stealing effects among branded advertised drugs in addition we show positive spillovers from drug advertisements to non advertised competitors in the same class we decompose the effect and show it is primarily due to new customers finally we provide evidence that dtca is cost effective from a societal standpoint in our setting

correlated default risks and bank regulations bank regulatory design relies critically on bank risk modeling traditionally the bank s aggregate value is assumed to obey an exogenously specified process e g a lognormal diffusion we demonstrate that this assumption is generally invalid given the truncated and correlated payoff structure of individual bank loans instead the bank s aggregate terminal payoff is significantly left fat tailed this skewness remains even when the bank holds an infinitely large number of loans in its portfolio unless they are uncorrelated by ignoring skewness in bank payoffs deposit insurance premia and capital requirements have traditionally been significantly mis calculated

bank capital requirements for securitized loan pools abstract this paper analyzes the riskiness of credit enhancements offered on securitized pools of commercial and industrial loans it develops a technique for allocating capital to such credit enhancements based on setting the expected value of the credit losses in excess of allocated capital equal to the expected value of losses beyond required capital on the original loan pool the resulting capital allocations are compared with those derived from a more general bank wide capital decision rule as well as newly published agency proposals regarding capital for credit enhancements

an analysis and critique of the bis proposal on capital adequacy and ratings abstract this paper examines two specific aspects of stage 1 of the bank for international settlement s bis s proposed reforms to the 8 risk based capital ratio we argue that relying on traditional agency ratings could produce cyclically lagging rather leading capital requirements resulting in an enhanced rather than reduced degree of instability in the banking and financial system despite this possible shortcoming we believe that sensible risk based weighting of capital requirements is a step in the right direction the current risk based bucketing proposal which is tied to external agency ratings or possibly to internal bank ratings however lacks a sufficient degree of granularity in particular lumping a and bbb investment grade corporate borrowers together with bb and b below investment grade borrowers severely misprices risk within that bucket and calls at a minimum for that bucket to be split into two we examine the default loss experience on corporate bonds for the period 1981 1999 and propose a revised weighting system which more closely resembles the actual loss experience on credit assets

is fairly priced deposit insurance possible we analyze risk sensitive incentive compatible deposit insurance in the presence of private information and moral hazard without deposit linked subsidies it is impossible to implement risk sensitive incentive compatible deposit insurance pricing in a competitive deregulated environment except when the deposit insurer is the least risk averse agent in the economy we establish this formally in the context of an insurance scheme in which privately informed depository institutions are offered deposit insurance premia contingent on reported capital the result holds for alternative sorting instruments as well this suggests a contradiction between deregulation and fairly priced risk sensitive deposit insurance this paper exposes a conflict between a deregulated competitive financial services industry on the one hand and fairly priced risk sensitive deposit insurance on the other we show that if depository institutions dis are perfectly competitive i e each makes zero profits on average then it is impossible to implement incentive compatible risk sensitive deposit insurance pricing recent distress among dis has fueled debate about reform of the existing deposit insurance system many believe that the prevailing risk insensitive premium structure encourages dis to choose excessively risky assets and that it should be replaced by deposit insurance premia linked to the dis choices of risk 2 risk sensitive deposit insurance pricing however imposes greater informational demands on the deposit insurer and runs afoul of both

credit risk in private debt portfolios default loss severity and average loss rates for a large sample of privately placed bonds are presented and compared with loss experience for publicly issued bonds the chance of very large portfolio losses is estimated and some determinants of such losses are analyzed results show ex ante riskier classes of private debt perform better on average than public debt both diversification and the riskiness of individual portfolio assets influence the bad tail of the portfolio loss distribution private placements are similar to corporate loans in that both are monitored private debt the results are thus relevant to management and securitization of private debt portfolios generally more than half of nonfinancial corporate debt finance is iss ued privately and decisions of the financial intermediaries that invest in such debt depend importantly on its credit risk regulators of such institutions are similarly attentive to portfolio credit risk and it is an important consideration in the design of securitizations of pools of private debt in spite of its importance little is known empirically about private debt credit risk especially ex ante risk as a function of portfolio characteristics many studies have examined the loan portfolio performance of banks thrifts and insurance companies but the ex ante risk characteristics of the portfo

broadcasting and sport the broadcasting of sport is heavily regulated our main finding is that common trends and differences in the quality quantity and price of televised sport across europe and usa cannot be adequately explained without reference to policy interventions by national and supranational government and by competition and regulatory authorities these interventions have a significant impact on the organization and governance of sports as well as the structure of broadcasting markets and the conduct of broadcasting companies foreclosure of broadcasting markets through exclusive long term contracts bundling and vertical integration access of viewers to major sporting events and collective selling stand out as the most significant policy issues we conclude by noting a number of policy implications copyright 2003 oxford university press

credit ratings and the bis capital adequacy reform agenda abstract in this paper we have revised and updated our earlier study in order to analyze the most recent second draft of the bis s proposed reforms of bank capital requirements we conduct monte carlo experiments using data on defaults and severity rates on publicly traded us corporate bonds over the 1981 1999 period analyzing the whole period and various sub periods it is clear that the most recent draft of the bis proposed reforms seriously overestimates the relative riskiness of high quality debt relative to low quality debt in the so called standardized model as a result the most recent proposal still contains inherent risk shifting taking incentives for banks

the unfavorable economics of measuring the returns to advertising twenty five large field experiments with major u s retailers and brokerages most reaching millions of customers and collectively representing 2 8 million in digital advertising expenditure reveal that measuring the returns to advertising is difficult the median confidence interval on return on investment is over 100 percentage points wide detailed sales data show that relative to the per capita cost of the advertising individual level sales are very volatile a coefficient of variation of 10 is common hence informative advertising experiments can easily require more than 10 million person weeks making experiments costly and potentially infeasible for many firms despite these unfavorable economics randomized control trials represent progress by injecting new unbiased information into the market the inference challenges revealed in the field experiments also show that selection bias due to the targeted nature of advertising is a crippling concern for widely employed observational methods jel codes l10 m37 c93

reforming bank capital requirements implications of basel ii for latin american countries the controversial proposal to overhaul the international accord regarding the regulation of bank capital was completed in 2004 and the thirteen basel committee member countries are set to implement the new accord known as basel ii by 2007 we develop a basel ii decision tree to guide policymakers facing the issue of whether to adopt the new accord we also estimate credit risk in banks across three latin american countries using a homogeneous methodology our findings suggest that latin america falls between the two main basel ii alternatives non g10 countries may thus wish to recalibrate basel ii s internal ratings based irb approach alternatively we propose an intermediate centralized ratings based crb approach we argue that the crb approach may be made compatible with basel ii by developing an integrated policy for provisions and capital we perceive a danger that basel ii may be adopted too quickly or inappropriately and may then represent the end of a standard rather than the establishment of a new one we suggest that a basel ii compatible crb approach with homogeneous definitions would enhance true comparability

the effect of medicare part d on pharmaceutical prices and utilization prescription drug expenditures represent the most rapidly growing component of health care spending increasing from 5 percent of health care spending in 1980 to more than 10 percent by 2005 centers for medicare and medicaid services cms 2007a further almost 60 percent of all prescriptions in the united states are filled for beneficiaries of medicare medicaid and other government programs rapid innovation in new pharmaceuticals has contributed substantially to quality of life and longevity in the us frank lichtenberg 1996 these facts combined indicate that government procurement schemes are critical both in determining government expenditure on pharmaceuticals and in stimulating innovation of new treatments in this paper we show that the institutions and mechanisms used by the government to pur chase prescription drugs can strongly affect market outcomes by institutions we have in mind large buyer groups structured incentives for patients to consume certain products and the devel opment and use of formularies a formulary is a mechanism that allows a buyer to identify a therapeutically similar treatment as a viable substitute for a patented treatment and to create price competition due to the ability to substitute away from the more expensive product when bargaining with the seller of a patented product the ability to shift demand to a substitute drug is a powerful negotiating tool our paper provides evidence for what we consider a surprising outcome in the case of the new prescription drug program for medicare enrollees moving consumers from cash paying status to membership in an insured group lowers optimal prices for branded prescription drugs below what they otherwise would be this is surprising because the standard effect of insurance is to create inelastic demand and therefore elicit higher prices from a seller with market power duggan and scott morton 2006 however the insurers that we study bundle insurance with a formulary and other mechanisms to create elastic demand an individual consumer typically does not know which drugs are acceptable therapeutic substitutes the consumer s physician typi cally has poor knowledge of prices especially negotiated prices and any one consumer is too small a share of demand to negotiate with a pharmaceutical company a prescription drug plan can potentially surmount all three hurdles our evidence leads us to conclude that the formulary and other mechanisms perform the spe cial role of allowing buyers to move market share among drugs with patent protection thereby raising cross price elasticities and lowering purchase prices or reducing price increases for branded drugs this result contrasts with the common intuition that an uninsured consumer

estimating the distribution of total default losses on the spanish financial system abstract this paper quantifies the credit risk loss distribution of the spanish financial system by introducing a general monte carlo importance sampling is approach we start obtaining all the required information for the standard credit risk model then we quantify the loss distribution under the standard is method and allocate the total risk over the different institutions in the spanish financial system we extend the current is framework to deal with more general assumptions like random recoveries and market valuation we also study the variability of the risk measures over the business cycle and the possible variability due to the model parameters uncertainty our results show that this approach can be very useful for banking supervisors from a macroprudential point of view and that the risk allocation can vary considerably depending on the valuation model under analysis

a reexamination of the over or under pricing of deposit insurance this study shows how fair deposit insurance premia can be calculated using data on bank stock prices interest rate movements and income and balance sheet accounts fair insurance premia are estimat ed under the alternative assumptions that the fdic provides either a limited term variable rate or unlimited term insurance cont ract to banks the paper s results suggest that for nearly all of the large commerical banks in the sample the actual insurance premium c harged by the fdic falls between the bounds of fair limited term and unlimited term insurance premia copyright 1987 by ohio state university press

adverse selection and inertia in health insurance markets when nudging hurts this paper investigates consumer inertia in health insurance markets where adverse selection is a potential concern we leverage a major change to insurance provision that occurred at a large firm to identify substantial inertia and develop and estimate a choice model that also quantifies risk preferences and ex ante health risk we use these estimates to study the impact of policies that nudge consumers toward better decisions by reducing inertia when aggregated these improved individual level choices substantially exacerbate adverse selection in our setting leading to an overall reduction in welfare that doubles the existing welfare loss from adverse selection jel d82 g22 i13 a number of potential impediments stand in the way of efficient health insur ance markets the most noted of these is adverse selection first studied by akerlof 1970 and rothschild and stiglitz 1976 in insurance markets prices reflect the expected risk costs of the insured pool whether the reason is price regulation or private information when insurers cannot price all risk characteristics riskier consumers choose more comprehensive health plans this causes the equilibrium prices of these plans to rise and healthier enrollees to select less comprehensive coverage than they would otherwise prefer

risk based capital requirements for mortgage loans abstract we contribute to the debate over the reform of the basel accord by developing risk based capital requirements for mortgage loans held in portfolio by financial intermediaries our approach employs simulation of both economic variables that affect default incidence and conditional loss probability distributions results indicate that appropriate capital charges for credit risk vary substantially with loan characteristics and portfolio geographic diversification hence rules that offer little risk differentiation including the current basel i regime and standardized approach proposed in basel ii result in significant divergence between regulatory and economic capital these results highlight the incentive problems inherent in simplified methods of capital regulation

ratings migration and the business cycle with application to credit portfolio stress testing the turmoil in the capital markets in 1997 and 1998 has highlighted the need for systematic stress testing of banks portfolios including both their trading and lending books we propose that underlying macroeconomic volatility is a key part of a useful conceptual framework for stress testing credit portfolios and that credit migration matrices provide the specific linkages between underlying macroeconomic conditions and asset quality credit migration matrices which characterize the expected changes in credit quality of obligors are cardinal inputs to many applications including portfolio risk assessment modeling the term structure of credit risk premia and pricing of credit derivatives they are also an integral part of many of the credit portfolio models used by financial institutions by separating the economy into two states or regimes expansion and contraction and conditioning the migration matrix on these states we show that the loss distribution of credit portfolios can differ greatly as can the concomitant level of economic capital to be assigned

credit swap valuation this review of the pricing of credit swaps a form of derivative security that can be viewed as default insurance on loans or bonds begins with a description of the credit swap contract turns to pricing by reference to spreads over the risk free rate of par floating rate bonds of the same quality and then considers model based pricing the role of asset swap spreads as a reference for pricing credit swaps is also considered

capital regulation and insured banks choice of individual loan default risks abstract how bankers choose the riskiness of their individual assets is an important question it is well known that fixed premium deposit insurance leads a bank to prefer a high variance asset portfolio but its effect on individual asset choice has not been carefully evaluated this paper demonstrates how bank examination procedures and capital adequacy standards can make the value of a bank s deposit insurance contract concave in individual asset risks insured bankers may therefore have a rational preference ceteris paribus for relatively safe individual loans even while they prefer risky portfolio returns the model s implications for loan securitization and the federal regulators new risk based capital standards are discussed