occupational choice and the process of development this paper models economic development as a process of institutional transformation by focusing on the interplay between agents occupational decisions and the distribution of wealth because of capital market imperfections poor agents choose working for a wage over self employment and wealthy agents become entrepreneurs who monitor workers only with sufficient inequality however will there be employment contracts otherwise there is either subsistence or self employment thus in static equilibrium the occupational structure depends on distribution since the latter is itself endogenous we demonstrate the robustness of this result by extending the model dynamically and studying examples in which initial wealth distributions have long run effects in one case the economy develops either widespread cottage industry self employment or factory production employment contracts depending on the initial distribution in the other example it develops into prosperity or stagnation

the impact of the federal reserve s large scale asset purchase programs on corporate credit risk estimating the effect of federal reserve s announcements of large scale asset purchase lsap programs on corporate credit risk is complicated by the simultaneity of policy decisions and movements in prices of risky financial assets as well as by the fact that both interest rates of assets targeted by the programs and indicators of credit risk reacted to other common shocks during the recent financial crisis this paper employs a heteroskedasticity based approach to estimate the structural coefficient measuring the sensitivity of market based indicators of corporate credit risk to declines in the benchmark market interest rates prompted by the lsap announcements the results indicate that the lsap announcements led to a significant reduction in the cost of insuring against default risk as measured by the cdx indexes for both investment and speculative grade corporate credits while the unconventional policy measures employed by the federal reserve to stimulate the economy have substantially lowered the overall level of credit risk in the economy the lsap announcements appear to have had no measurable effect on credit risk in the financial intermediary sector

option pricing when the variance changes randomly theory estimation and an application in this paper we examine the pricing of european call options on stocks that have vari ance rates that change randomly we study continuous time diffusion processes for the stock return and the standard deviation parameter and we find that one must use the stock and two options to form a riskless hedge the riskless hedge does not lead to a unique option pricing function because the random standard deviation is not a traded security one must appeal to an equilibrium asset pricing model to derive a unique option pricing function in general the option price depends on the risk premium associated with the random standard deviation we find that the problem can be simplified by assuming that volatility risk can be diversified away and that changes in volatility are uncorrelated with the stock return the resulting solution is an integral ofthe black scholes formula and the distribution function for the variance of the stock price we show that accurate option prices can be computed via monte carlo simulations and we apply the model to a set of actual prices

bank risk taking securitization supervision and low interest rates evidence from the euro area and the u s lending standards using a unique dataset of the euro area and the u s bank lending standards we find that low monetary policy short term interest rates soften standards for household and corporate loans this softening especially for mortgages is amplified by securitization activity weak supervision for bank capital and low monetary policy rates for an extended period conversely low long term interest rates do not soften lending standards finally countries with softer lending standards before the crisis related to negative taylor rule residuals experienced a worse economic performance afterward these results help shed light on the origins of the crisis and have important policy implications the author 2011 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

what is the effect of unconventional monetary policy on bank performance this paper examines the relationship between unconventional monetary policy and the us banking performance unconventional monetary policy is captured through the central bank s assets and excess reserves results show that unconventional monetary policy has a negative relationship with bank performance further analysis shows that the negative association between unconventional monetary policy and performance is mitigated for banks with a high level of asset diversification and low deposit funding we also find that the negative relationship between unconventional monetary policy and performance subdues for deposit insured financial institutions finally we use dynamic panel threshold analysis which reveals that the negative association between unconventional monetary policy and bank performance is particularly pronounced above the reported threshold value

the pricing of options on assets with stochastic volatilities one option pricing problem that has hitherto been unsolved is the pricing of a european call on an asset that has a stochastic volatility this paper examines this problem the option price is determined in series form for the case in which the stochastic volatility is independent of the stock price numerical solutions are also produced for the case in which the volatility is correlated with the stock price it is found that the black scholes price frequently overprices options and that the degree of overpricing increases with the time to maturity one option pricing problem that has hitherto remained unsolved is the pricing of a european call on a stock that has a stochastic volatility from the work of merton 12 garman 6 and cox ingersoll and ross 3 the differential equation that the option must satisfy is known the solution of this differential equation is independent of risk preferences if a the volatility is a traded asset or b the volatility is uncorrelated with aggregate consumption if either of these conditions holds the risk neutral valuation arguments of cox and ross 4 can be used in a straightfoward way this paper produces a solution in series form for the situation in which the stock price is instantaneously uncorrelated with the volatility we do not assume that the volatility is a traded asset also a constant correlation between the instantaneous rate of change of the volatility and the rate of change of aggregate consumption can be accommodated the option price is lower than the blackscholes b s 1 price when the option is close to being at the money and higher when it is deep in or deep out of the money the exercise prices for which overpricing by b s takes place are within about ten percent of the security price this is the range of exercise prices over which most option trading takes place so we may in general expect the b s price to overprice options this effect is exaggerated as the time to maturity increases one of the most surprising implications of this is that if the b s equation is used to determine the implied volatility of a near the money option the longer the time to maturity the lower the implied volatility numerical solutions for the case in which the volatility is correlated with the stock price are also examined the stochastic volatility problem has been examined by merton 13 geske 7 johnson 10 johnson and shanno 11 eisenberg 5 wiggins 16 and

on the benefits of concurrent lending and underwriting this paper examines whether there are efficiencies that benefit issuers and underwriters when a financial intermediary concurrently lends to an issuer while also underwriting its public securities offering we find issuers particularly noninvestmentgrade issuers for whom informational economies of scope are likely to be large benefit through lower underwriter fees and discounted loan yield spreads underwriters both commercial banks as well as investment banks engage in concurrent lending and provide price discounts albeit in different ways we find concurrent lending helps underwriters build relationships increasing the probability of receiving current and future business for many years the 1933 glass steagall act prevented commercial banks from underwriting corporate bonds and equities due to the relaxation and recent repeal of the act many commercial banks have acquired investment banks or developed investment banking capabilities internally to create universal banks that can offer an array of financial services the entry of commercial banks into underwriting markets has increased the potential for financial institutions to offer both lending and underwriting services in particular it has become increasingly common for financial intermediaries to provide loans to a firm while also underwriting the firm s public securities in fact concurrent lending and underwriting has increased substantially over time in 1994 only 1 of seasoned equity issuers received a loan from their underwriter at around the time of issuance but by 2001 over 20 of all deals were concurrent the movement toward concurrent lending and underwriting raises a host of interesting questions first why are deals concurrent

are rich people smarter abstract we formulate a general stochastic process of wealth accumulation by capital investment and analyze the conditions required to ensure convergence to the empirically observed pareto wealth distribution while homogeneous investment talent leads to the pareto distribution under very general conditions even a mild degree of differential investment talent results in a non pareto wealth distribution this finding suggests that chance rather than differential investment talent is the dominant factor in the process of wealth accumulation by financial investment our findings conform with market efficiency and may have implications regarding the origins the economic significance and the social desirability of wealth inequality at the high wealth range

diversification in banking is noninterest income the answer this paper assesses potential diversification benefits in the u s banking industry from the steady shift toward activities that generate fee income trading revenue and other types of noninterest income in the aggregate declining volatility of net operating revenue reflects reduced volatility of net interest income not diversification benefits from noninterest income which is quite volatile and increasingly correlated with net interest income at the bank level greater reliance on noninterest income particularly trading revenue is associated with lower risk adjusted profits and higher risk this suggests few obvious diversification benefits from the ongoing shift toward noninterest income

growth rate heterogeneity and the covariance structure of life cycle earnings using u s panel data on adult males i compare the profile heterogeneity model of earnings dynamics in which the earnings experience profile varies across individuals to a competing model in which earnings has a unit root the latter specification enjoys increasing popularity among researchers my analysis questions this favor suggesting the profile heterogeneity model provides a more consistent representation of the data i also provide new estimates of the variation in earnings growth rates previous evidence is from relatively unrepresentative samples individuals one standard deviation above the mean enjoy a 20 30 earnings advantage in just 10 years

diagnosing affine models of options pricing evidence from vix abstract affine jump diffusion models have been the mainstream in options pricing because of their analytical tractability popular affine jump diffusion models however are still unsatisfactory in describing the options data and the problem is often attributed to the diffusion term of the unobserved state variables using prices of variance swaps i e squared vix implied from options prices we provide fresh evidence regarding the misspecification of affine jump diffusion models as variance swap prices are affine functions of the state variables in a broader class of models that do not restrict the diffusion term of the state variables we apply the nonparametric methodology used by ait sahalia 1996b supplemented with bootstrap tests and other parametric tests to the s p 500 index options data from january 1996 to september 2008 we find that while the affine diffusion term of the state variables may contribute to the misspecification as the literature has suggested the affine drift of the state variables jump intensities and risk premiums are also sources of misspecification

variance swap with mean reversion multifactor stochastic volatility and jumps abstract this paper examines variance swap pricing using a model that integrates three major features of financial assets namely the mean reversion in asset price multi factor stochastic volatility sv and simultaneous jumps in prices and volatility factors closed form solutions are derived for vanilla variance swaps and gamma swaps while the solutions for corridor variance swaps and conditional variance swaps are expressed in a one dimensional fourier integral the numerical tests confirm that the derived solution is accurate and efficient furthermore empirical studies have shown that multi factor sv models better capture the implied volatility surface from option data the empirical results of this paper also show that the additional volatility factor contributes significantly to the price of variance swaps hence the results favor multi factor sv models for pricing variance swaps consistent with the implied volatility surface

the power of forward guidance revisited in recent years central banks have increasingly turned to forward guidance as a central tool of monetary policy especially as interest rates around the world have hit the zero lower bound standard monetary models imply that far future forward guidance is extremely powerful promises about far future interest rates have huge effects on current economic outcomes and these effects grow with the horizon of the forward guidance we show that the power of forward guidance is highly sensitive to the assumption of complete markets if agents face uninsurable income risk and borrowing constraints a precautionary savings effect tempers their responses to changes in future interest rates as a consequence forward guidance has substantially less power to stimulate the economy in addition we show that the business cycle dynamics of our incomplete markets model differ substantially from its complete market counterpart this contrasts with the well known results of krusell and smith 1998 we present approximate representations that can easily be incorporated into standard business cycle models

on the ineffectiveness of tax policy in altering long run growth harberger s superneutrality conjecture abstract in 1964 harberger conjectured that although theory predicts that changes in tax rates affect investment and growth in the long run in practice tax policy is an ineffective instrument to influence growth this paper provides theoretical and empirical evidence in favor of this view the growth effects of tax policy in the class of endogenous growth models driven by human capital accumulation are examined and numerical simulations of these models confirm the results harberger predicted cross country panel regressions estimated using a new method for measuring effective tax rates produce significant investment effects from taxes that are consistent with negligible growth effects these results are robust to the introduction of other growth determinants

income distribution and macroeconomics this paper analyzes the role of wealth distribution in macroeconomics through investment in human capital it is shown that in the presence of credit markets imperfections and indivisibilities in investment in human capital the initial distribution of wealth affects aggregate output and investment both in the short and in the long run as there are multiple steady states this paper therefore provides an additional explanation for the persistent differences in per capita output across countries furthermore the paper shows that cross country differences in macroeconomic adjustment to aggregate shocks can be attributed among other factors to differences in wealth and income distribution across countries

relationship lending during a financial crisis this paper studies whether relationship lending mitigates the transmission of the lehman default shock to the supply of credit in italy exploiting the presence of multiple banking relationships we control for banks and firms unobserved characteristics results show that the growth of credit itself is higher and its cost lower the shorter the distance between the bank and the firm the longer the relationship and the higher the share of credit held by the bank credit growth by relationship lenders is 4 6 higher than that by transactional lenders the increase in the cost of credit is 50 basis points lower the positive effect of relationship lending on credit supply increased during the crisis compared to a pre crisis period the beneficial effect of relationship lending is weaker if the relationship lender is more exposed to the financial crisis especially when lending to weaker borrowers

stock price distributions with stochastic volatility an analytic approach we study the stock price distributions that arise when prices follow a diffusion process with a stochastically varying volatility parameter we use analytic techniques to derive an explicit closed form solution for the case where volatility is driven by an arithmetic ornstein ublenbeck or ar1 process we then apply our results to two related problems in the finance literature 1 options pricing in a world of stochastic volatility and 2 the relationship between stochastic volatility and the nature of fat tailes in stock price distributions article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the risk taking channel of monetary policy in the u s evidence from corporate loan data to study the presence of a risk taking channel in the u s we build a comprehensive data set from the syndicated corporate loan market and measure monetary policy using different measures most notably taylor 1993 and romer and romer 2004 residuals we identify a negative relation between monetary policy rates and bank risk taking especially in the run up to the 2007 financial crisis however this effect is purely supply side driven only when using taylor residuals and an ex ante measure of bank risk taking our results highlight the sensitivity of the potency of the risk taking channel to the measures of monetary policy innovations

zipf s law and maximum sustainable growth abstract zipf s law states that the number of firms with size greater than s is inversely proportional to s most explanations start with gibrat s rule of proportional growth but require additional constraints we show that gibrat s rule at all firm levels yields zipf s law under a balance condition between the effective growth rate of incumbent firms which includes their possible demise and the growth rate of investments in entrant firms under the additional assumption that firms do not consume more resources than available we show that zipf s law is the signature that firms grow at the maximum reachable long term rate

nonparametric estimation of state price densities implicit in interest rate cap prices based on a multivariate extension of the constrained locally polynomial estimator of ait sahalia and duarte 2003 we provide one of the first nonparametric estimates of probability densities of libor rates under forward martingale measures and state price densities spds implicit in interest rate cap prices the forward densities and spds depend significantly on the slope and volatility of libor rates and mortgage markets activities have strong impacts on the shape of the forward densities the spds exhibit a pronounced u shape as a function of future libor rates suggesting that the state prices are high at both extremely low and high interest rates which tend to be associated with recessions and periods of high inflation respectively our results provide nonparametric evidence of unspanned stochastic volatility and suggest that the unspanned factors could be partly driven by activities in the mortgage markets the author 2009 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oxfordjournals org oxford university press

a closed form garch option valuation model this paper develops a closed form option valuation formula for a spot asset whose variance follows a garch p q process that can be correlated with the returns of the spot asset it provides the first readily computed option formula for a random volatility model that can be estimated and implemented solely on the basis of observables the single lag version of this model contains heston s 1993 stochastic volatility model as a continuous time limit empirical analysis on s p500 index options shows that the out of sample valuation errors from the single lag version of the garch model are substantially lower than the ad hoc black scholes model of dumas fleming and whaley 1998 that uses a separate implied volatility for each option to fit to the smirk smile in implied volatilities the garch model remains superior even though the parameters of the garch model are held constant and volatility is filtered from the history of asset prices while the ad hoc black scholes model is updated every period the improvement is largely due to the ability of the garch model to simultaneously capture the correlation of volatility with spot returns and the path dependence in volatility article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

financial development growth and the distribution of income a paradigm is presented in which both the extent of financial intermediation and the rate of economic growth are endogenously determined financial intermediation promotes growth because it allows a higher rate of return to be earned on capital and growth in turn provides the means to implement costly financial structures thus financial intermediation and economic growth are inextricably linked in accord with the goldsmith mckinnon shaw view on economic development the model also generates a development cycle reminiscent of the kuznet hypothesis in particular in the transition from a primitive slow growing economy to a developed fast growing one a nation passes through a stage in which the distribution of wealth across the rich and poor widens

on the number of state variables in options pricing in this paper we investigate the methodological issue of determining the number of state variables required for options pricing after showing the inadequacy of the principal component analysis approach which is commonly used in the literature we adopt a nonparametric regression technique with nonlinear principal components extracted from the implied volatilities of various moneyness and maturities as proxies for the transformed state variables the methodology is applied to the prices of s p 500 index options from the period 1996 2005 we find that in addition to the index value itself two state variables approximated by the first two nonlinear principal components are adequate for pricing the index options and fitting the data in both time series and cross sections

the distribution of wealth and fiscal policy in economies with finitely lived agents we study the dynamics of the distribution of wealth in an overlapping generation economy with finitely lived agents and intergenerational transmission of wealth financial markets are incomplete exposing agents to both labor and capital income risk we show that the stationary wealth distribution is a pareto distribution in the right tail and that it is capital income risk rather than labor income that drives the properties of the right tail of the wealth distribution we also study analytically the dependence of the distribution of wealth of wealth inequality in particular on various fiscal policy instruments like capital income taxes and estate taxes and on different degrees of social mobility we show that capital income and estate taxes can significantly reduce wealth inequality as do institutions favoring social mobility finally we calibrate the economy to match the lorenz curve of the wealth distribution of the u s economy

the role of entrepreneurship in us job creation and economic dynamism the united states has long been viewed as having among the world s most entrepreneurial dynamic and flexible economies it is often argued that this dynamism and flexibility has enabled the us economy to adapt to changing economic circumstances and recover from recessions in a robust manner while the evidence provides broad support for this view the outcomes of entrepreneurship are more heterogeneous than commonly appreciated and appear to be evolving in ways that could raise concern evidence along a number of dimensions and a variety of sources points to a us economy that is becoming less dynamic of particular interest are declining business startup rates and the resulting diminished role for dynamic young businesses in the economy we begin by describing how the concept of entrepreneurship is reflected in existing data on firm age and size the recent addition of firm age to official statistics represents a dramatic improvement in the information available to entrepreneurship researchers we then turn to a discussion of the role of startup firms in job creation business startups account for about 20 percent of us gross total job creation while high growth businesses which are disproportionately young

a schumpeterian model of top income inequality top income inequality rose sharply in the united states over the last 40 years but increased only slightly in france and japan why we explore a model in which heterogeneous entrepreneurs broadly

unconventional monetary policy and bank risk taking abstract we analyze the presence of bank risk taking associated with unconventional monetary policy in the united states between 2008 and 2015 using corporate syndicated loan data at the bank firm level we measure monetary policy using the identification through heteroskedasticity approach with a var model to identify the risk taking channel we control for time varying heterogeneity in credit demand and supply our results indicate that accommodating monetary conditions are associated with overall lower loan spreads however the spread reduction is lower for riskier firms suggesting that there is no risk taking behavior in the syndicated loan market during the ump period

option values under stochastic volatility theory and empirical estimates abstract this paper numerically solves the call option valuation problem given a fairly general continuous stochastic process for return volatility statistical estimators for volatility process parameters are derived and parameter estimates are calculated for several individual stocks and indices the resulting estimated option values do not differ dramatically from black scholes values in most cases although there is some evidence that for longer maturity index options black scholes overvalues out of the money calls in relation to in the money calls

an analysis of the importance of both destruction and creation to economic growth abstract a growth model is studied in which the destruction or exit and creative or research decisions are decoupled this approach emphasizes that different agents make these interrelated decisions the growth rate equals the product of a measure of the destruction and creation rates the determinants of income mobility income inequality the lifespan of a firm and the growth rate are studied the equilibrium can either yield too high or low a level of innovation but the destruction rate may also be too high or low a non linear tax subsidy scheme which alters the innovation and exit decisions can improve welfare

monetary policy and the exchange rate during the asian crisis identification through heteroscedasticity abstract this paper examines whether a monetary policy tightening i e an increase in the domestic interest rate was successful in defending the exchange rate from speculative pressures during the asian financial crisis we estimate a bivariate vecm for four asian countries and improve upon existing studies in two important ways first by using a long data span we are able to compare the effects of an interest rate rise on the nominal exchange rate during tranquil and turbulent periods second we take into account the endogeneity of interest rates and identify the system by exploiting the heteroscedasticity properties of the relevant time series following rigobon identification through heteroscedasticity review of economics and statistics in press we find that while tight monetary policy helped to defend the exchange rate during tranquil periods it had the opposite effect during the asian crisis

identifying monetary policy shocks via changes in volatility a central issue of monetary policy analysis is the speciflcation of monetary policy shocks in a structural vector autoregressive setting there has been some controversy about which restrictions to use for identifying the shocks because standard theories do not provide enough information to fully identify monetary policy shocks in fact to compare difierent theories it would even be desirable to have over identifying restrictions which would make statistical tests of difierent theories possible it is pointed out that some progress towards over identifying monetary policy shocks can be made by using speciflc data properties in particular it is shown that changes in the volatility of the shocks can be used for identiflcation based on monthly us data from 1965 1996 difierent theories are tested and it is found that as sociating monetary policy shocks with shocks to nonborrowed reserves leads to a particularly strong rejection of the model whereas assuming that the fed accommodates demand shocks to total reserves cannot be rejected

what does monetary policy do to long term interest rates at the zero lower bound this article uses a structural var with daily data to identify the effects of monetary policy shocks on various longer term interest rates since the federal funds rate has been stuck at the zero lower bound the var is identified using the assumption that monetary policy shocks are heteroskedastic monetary policy shocks have especially high variance on days of fomc meetings and certain speeches while there is otherwise nothing unusual about these days a complementary high frequency event study approach is also used i find that stimulative monetary policy shocks lower treasury and corporate bond yields but the effects die off fairly fast

the pareto zipf and other power laws abstract many empirical size distributions in economics and elsewhere exhibit power law behaviour in the upper tail this article contains a simple explanation for this it also predicts lower tail power law behaviour which is verified empirically for income and city size data