financial contracting theory meets the real world an empirical analysis of venture capital contracts we compare the characteristics of real world financial contracts to their counterparts in financial contracting theory we do so by studying the actual contracts between venture capitalists vcs and entrepreneurs the distinguishing characteristic of vc financings is that they allow vcs to separately allocate cash flow rights board rights voting rights liquidation rights and other control rights we describe and measure these rights we then interpret our results in relation to existing financial contracting theories we also describe the interrelation and the evolution across financing rounds of the different rights query 1 query 2

the control of technology alliances an empirical analysis of the biotechnology industry we examine the determinants of control rights in biotechnology alliances through three case studies and a quantitative analysis aghion and tirole 1994 argue that control rights will be assigned so as to maximize the value of the final output as long as the r d firm has sufficient financial resources consistent with this framework the allocation of control rights to the r d firm increases with the firm s financial resources the empirical evidence regarding the relationship between control rights and the stage of the project at the time the alliance is signed is more ambiguous

nonparametric estimation of sample selection models sample selection models provide an important way of accounting for economic decisions that combine discrete and continuous choices and of correcting for nonrandom sampling nonparametric estimators for these models are developed in this paper these can be used for estimating shapes and important economic quantities as in standard nonparametnc regression endogeneity of regressors of interest is allowed for series estimators for these models are developed which are useful for imposing additivity restnctions that arise from selection corrections convergence rates and asymptotic normality results are derived an application to returns to schooling among australian young females is given

what do entrepreneurs pay for venture capital affiliation this study empirically evaluates the certification and value added roles of reputable venture capitalists vcs using a novel sample of entrepreneurial start ups with multiple financing offers i analyze financing offers made by competing vcs at the first professional round of start up funding holding characteristics of the start up fixed offers made by vcs with a high reputation are three times more likely to be accepted and high reputation vcs acquire start up equity at a 10 14 discount the evidence suggests that vcs extra financial value may be more distinctive than their functionally equivalent financial capital these extra financial services can have financial consequences a central issue for early stage high tech entrepreneurs is obtaining external resources when the assets of their start up are intangible and knowledge based particularly for entrepreneurs without an established reputation convincing external resource providers such as venture capitalists vcs to provide financial capital may be challenging the literature contains two main lines of research for overcoming this problem one research stream has concentrated on designing institutional structures to permit financing early stage ventures this contractual and monitoring based approach is aimed at solving potential agency problems between investors and entrepreneurs e g admati and pfleiderer 1994 lerner 1995 hellmann 1998 and kaplan and str omberg 2001 2002 2003 a second research stream has suggested that when the quality of a start up cannot be directly observed external actors rely on the quality of the start up s affiliates as a signal of the start up s own quality

borrowing constraints and credit demand in a developing economy summary this paper investigates the determinants of credit demand in the presence of borrowing constraints in a developing economy we model the determinants of observed debt for chilean households while accounting for selection bias and the endogeneity of their income and specific household assets using a novel chilean dataset we estimate the relationship between household characteristics and consumer and mortgage debt we find substantial differences in the nature of these relationships across the types of debt for example we find that the income elasticity for consumer debt is greater than 1 whereas for mortgage debt it is not the results suggest the increased availability of credit combined with the aging of the chilean population is likely to drastically change the distribution and level of chilean debt these findings are particularly relevant for other developing economies currently experiencing rapid income and debt growth copyright 2015 john wiley sons ltd

patenting in the shadow of competitors this article empirically examines the patenting behavior of new biotechnology firms that have different litigation costs i show that firms with high litigation costs are less likely to patent in subclasses with many other awards particularly those of firms with low litigation costs this pattern is consistent with the literature on costly litigation which suggests that firms that have high litigation costs will take greater precautions to avoid litigation these results are robust to a variety of control variables and modifications that seek to test alternative explanations

the effect of female education on fertility and infant health evidence from school entry policies using exact date of birth this paper uses age at school entry policies to identify the effect of female education on fertility and infant health we focus on sharp contrasts in schooling fertility and infant health between women born just before and after the school entry date school entry policies affect female education and the quality of a woman s mate and have generally small but possibly heterogeneous effects on fertility and infant health we argue that school entry policies manipulate primarily the education of young women at risk of dropping out of school

solution of perfect foresight saddlepoint problems a simple method and applications abstract the paper proposes a method to compute adjustment dynamics that occur in infinite time horizon problems of deterministic optimal control without loss of accuracy this method is easier to implement than existing ones discussed applications are the standard neoclassical growth model and the general two sector growth model with cyclical adjustment on a two dimensional manifold

nonparametric estimation of the impact of taxes on female labor supply this paper proposes a simple extension of nonparametric estimation methods for nonlinear budget set models derived in blomquist and newey 2002 to censored dependent variables the nonparametric method is applied to estimate female labor supply elasticities using data on married women from the 1985 and 1989 waves of the panel study of income dynamics exploiting the substantial variation in budget sets caused by the tax reform act of 1986 as a source of identification the estimated wage elasticities from this new method are 0 56 overall and 0 27 on the intensive margin the income elasticity estimates are close to 0 67 overall and 0 13 on the intensive margin compared with the linear labor supply model the estimated elasticities are usually larger for the nonparametric specifications that account for nonlinear budget sets copyright 2010 john wiley sons ltd

can t buy me love subsidizing the care of related children abstract this paper uses a reform in illinois that reduced the monthly subsidy offered to relatives asked to provide foster care as a plausibly exogenous change in the cost of caring for related children families offered a 30 lower wage were 15 less likely to provide care with especially large declines for children who require mental health services infants and teenagers one innovation is a sample selection model that uses the foster care placement tendency of child protection investigators to predict entry into the sample an instrument that should be unrelated to family characteristics due to a rotational assignment process that effectively randomizes investigators to families meanwhile child health education and placement outcomes do not appear to suffer following the decline in the subsidy offer consistent with similar quality levels among marginal kin and non kin caregivers

estimating labour supply responses using tax reforms the 1980 s tax reforms and the changing dispersion of wages offer one of the best opportunities yet to estimate labor supply effects nevertheless changing sample composition aggregate shocks the changing composition of the tax paying population and discontinuities in the tax system create serious identification and estimation problems we develop grouping estimators that address these issues our results reveal positive and moderately sized wage elasticities we also find negative income effects for women with children

risk attitudes randomization to treatment and self selection into experiments randomization to treatment is fundamental to statistical control in the design of experiments however randomization implies some uncertainty about treatment condition and individuals differ in their preferences towards taking on risk since human subjects often volunteer for experiments or are allowed to drop out of the experiment at any time if they want to it is possible that the sample observed in an experiment might be biased because of the risk of randomization on the other hand the widespread use of a guaranteed show up fee that is non stochastic may generate sample selection biases of the opposite direction encouraging more risk averse samples into experiments we directly test these hypotheses that risk attitudes play a role in sample selection our results suggest that randomization bias does affect the overall level of risk aversion in the sample we observe but that it does not affect the demographic mix of risk attitudes in the sample we show that the common use of non stochastic show up fees can generate samples that are more risk averse than would otherwise have been observed

the affiliation effect in first price auctions we study the monotonicity of the equilibrium bid with respect to the number of bidders n in affiliated private value models of first price sealed bid auctions and prove the existence of a large class of such models in which the equilibrium bid function is not increasing in n we moreover decompose the effect of a change in n on the bid level into a competition effect and an affiliation effect the latter suggests to the winner of the auction that competition is less intense than she had thought before the auction since the affiliation effect can occur in both private and common value models a negative relationship between the bid level and n does not allow one to distinguish between the two models and is also not necessarily only due to bidders taking account of the winner s curse

what do economists tell us about venture capital contracts venture capital markets are characterized by multiple incentive problems and asymmetric information in an uncertain environment all kinds of agency problems are present moral hazard adverse selection hold up problems window dressing etc entrepreneurs and venture capitalists enter into contracts that influence their behavior and mitigate the agency costs in particular they select an appropriate kind and structure of financing and specify the rights as well as the duties of both parties the typical features of venture capital investments are an intensive screening and evaluation process an active involvement of venture capitalists in their portfolio companies a staging of capital infusions the use of special financing instruments such as convertible debt or convertible preferred stock syndication among venture capitalists or a short investment horizon

earnings distribution of cuban immigrants in the usa evidence from quantile regression with sample selection abstractthis article analyses the conditional earnings distribution for cuban immigrants in the usa considering buchinsky sample selection in a quantile regression model the test proposed by huber and melly to test the independence between error terms and regressors conditional on the selection probability is also considered this is the first attempt in the migration literature to use quantile regression with sample selection the data used come from the us american community survey the results show that the hypothesis of conditional independence is not rejected and increments in earnings associated with the usual socioeconomic characteristics in labour studies vary between the cohorts considered the main conclusions are that a decline in returns from education may be a sign that a high level of education no longer provides a competitive advantage and that being a black person is associated with substantially lower earnings regardless of the individuals position in the earnings distribution this

estimating engel curves under unit and item nonresponse summary this paper estimates food engel curves using data from the first wave of the survey on health aging and retirement in europe share our statistical model simultaneously takes into account selectivity due to unit and item nonresponse endogeneity problems and issues related to flexible specification of the relationship of interest we estimate both parametric and semiparametric specifications of the model the parametric specification assumes that the unobservables in the model follow a multivariate gaussian distribution while the semiparametric specification avoids distributional assumptions about the unobservables copyright 2011 john wiley sons ltd

disadvantaged business enterprise goals in government procurement contracting an analysis of bidding behavior and costs programs that encourage the participation of disadvantaged business enterprises dbe as subcontractors have been a part of government procurement auctions for over three decades in this paper we examine the impact of a program that requires prime contractors to subcontract out a portion of a highway procurement project to dbe firms we study how dbe subcontracting requirements affect bidding behavior in federally funded projects within a symmetric independent private value framework we use the equilibrium bidding function to obtain the cost distribution of firms undertaking projects either with or without subcontracting goals we then use nonparametric estimation methods to uncover and compare the cost of firm bidding on a class of asphalt projects related to surface treatment in texas the analysis shows little differences in the cost structure between projects that have subcontracting goals and those that do not

when bureaucrats meet entrepreneurs the design of effective public venture capital programmes recently public efforts to finance small high technology firms have proliferated we review the motivations for these efforts and make some preliminary observations about their design we explore the underlying challenges that the financing of young growth firms poses the ways that specialised financial intermediaries address them and the rationales for public efforts to finance these companies the final section makes a set of observations about the ways in which the structure of these efforts can most effectively complement private sector activity a frequent fault in programme design is the presumption that technological criteria can be divorced from business considerations when evaluating firms the federal government has played an active role in financing new firms particularly in high technology industries since the soviet union s launch of the sputnik satellite in recent years european and asian nations and many us states have adopted similar initiatives while these programmes precise structures have differed the efforts have been predicated on two shared assumptions i that the private sector provides insufficient capital to new firms and ii that the government either can identify investments which will ultimately yield high social and or private returns or can encourage financial intermediaries to do so in contrast to other government interventions designed to boost economic growth such as privatisation programmes these claims have received little scrutiny by economists the neglect of these questions is unfortunate while the sums of money involved are modest relative to public expenditures on defence procurement or retiree benefits these programmes are very substantial when compared to contemporaneous private investments in new firms government programmes in this arena have been divided between those efforts that directly fund entrepreneurial firms and those that encourage or subsidise the development of outside investors in this paper i will focus on public venture capital initiatives programmes that make equity or equity like investments in young firms or encourage other intermediaries to make such investments in some such programmes such as the advanced technology program and the small business innovation research programmes discussed below the funds are provided as a contract or outright grant while these efforts have proliferated a consensus as to how to structure these programmes remains elusive while the design of regulatory agencies has been extensively studied from a theoretical and empirical perspective little work has

the elasticity of intertemporal substitution new evidence from 401 k participation abstract using health and retirement study data and a structural econometric model we exploit variation in employer matching rates in 401 k plans to generate new estimates of the eis 0 74 in our richest specification with a 95 confidence interval of 0 37 1 21

why do venture capital firms exist theory and canadian evidence executive summary this paper investigates the role of venture capitalists we view their raison d etre as their ability to reduce the cost of informational asymmetries our theoretical framework focuses on two major forms of asymmetric informa tion hidden information leading to adverse selection and hidden ac tion leading to moral hazard our theoretical analysis suggests four em pirical predictions 1 venture capitalists operate in environments where their relative efficiency in selecting and monitoring investments gives them a comparative advantage over other investors this suggests strong industry effects in venture capital investments venture capitalists should be prominent in industries where infor mational concerns are important such as biotechnology computer software etc rather than in rou tine start ups such as restaurants retail outlets etc the latter are risky in that returns show high variance but they are relatively easy to monitor by conventional financial intermediaries 2 within the class of projects where venture capitalists have an advantage they will still prefer projects where monitoring and selection costs are relatively low or where the costs of informational asymmetry are less severe thus within a given industry where venture capitalists would be expected to focus we would also expect venture capitalists to favor firms with some track records over pure start ups

gender roles and human capital inverstment the relationship between traditional attitudes and female labour market performance this paper investigates the relationship between the labour market behaviour of females and their attitudes towards traditional gender roles an attitudes index is constructed by employing individuals responses to statements related to the role of women and examined to determine whether it is correlated with individual characteristics the paper examines whether these attitudes influence human capital attainment and whether they are weakly exogenous to educational attainment it also focuses on the impact of these traditio nal attitudes upon labour supply and the return to education the results are dramatic it is found that females attitudes towards working women are developed in their youth and result in substantial reductions in their human capital investment labour supply and rates of return to education furthermore it is found that these attitudes are determined outside the educational process

pairwise difference estimation with nonparametric control variables this paper extends the pairwise difference estimators for various semilinear limited dependent variable models proposed by honore and powell 2005 to permit the regressor appearing in the nonparametric component to itself depend upon a conditional expectation that is nonparametrically estimated this permits the estimation approach to be applied to nonlinear models with sample selectivity and or endogeneity in which a control variable for selectivity or endogeneity is nonparametrically estimated we develop the relevant asymptotic theory for the proposed estimators and we illustrate the theory to derive the asymptotic distribution of the estimator for the partially linear logit model

school characteristics and teacher turnover assessing the role of preferences and opportunities job characteristics can affect worker turnover through their effect on utility and through their effect on outside job opportunities the aim of this study is to identify and estimate the roles of these two channels separately our method exploits information on job changes and relies on an augmented sample selection correction to illustrate our approach we use an exhaustive register of dutch primary school teachers and show a detailed picture of preferences for school characteristics we also find that the dependence between current and outside job attributes can affect turnover and thus the allocation of teachers across schools

semiparametric estimation of the intercept of a sample selection model this paper provides a consistent and asymptotically normal estimator for the intercept of a semiparametrically estimated sample selection model the estimator uses a decreasingly small fraction of all observations as the sample size goes to infinity as in heckman 1990 in the semiparametrics literature estimation of the intercept has typically been subsumed in the nonparametric sample selection bias correction term the estimation of the intercept however is important from an economic perspective for instance it permits one to determine the wage gap between unionized and nonunionized workers decompose the wage differential between different socioeconomic groups e g male female and black white and evaluate the net benefits of a social programme

rice prices and income distribution in thailand a non parametric analysis rice is a staple crop in thailand significantly entering both household production and consumption this paper examines the effect of rice prices on the distribution of real income across households taking into account household characteristics and geographical location the data set is a large scale survey of 11 893 households simple nonparametric techniques for regression and density estimation are used these methods depend on few assumptions and generate flexible graphical results that are directly informative about the problem at hand the main results are that higher rice prices should benefit all rural households but the largest benefits accrue to rural households in the middle of the income distribution copyright 1989 by royal economic society

josh lerner recipient of the 2010 global award for entrepreneurship research this article describes the academic contributions of the 2010 recipient of the global award for entrepreneurship research professor josh lerner of the harvard business school lerner s empirical research on the inter relationship between venture capital innovation and entrepreneurship has greatly extended and improved our understanding of one of the major drivers of growth in modern economies the first part of this article explains lerner s contributions as regards the structure and organization of the venture capital industry later his most important publications on entrepreneurship innovation and intellectual property rights are surveyed several aspects of lerner s policy oriented work are then outlined before the article closes with a brief conclusion

a causal interpretation of extensive and intensive margin effects in generalized tobit models the usual decomposition of effects in corner solution models into extensive and intensive margins is generally incompatible with a causal interpretation this paper proposes a decomposition based on the joint distribution of potential outcomes which is meaningful in a causal sense the difference between decompositions can be substantial and yield diametrically opposed results as shown in a standard tobit model example in a generalized tobit application exploring the effect of reducing firm entry regulation on bilateral trade flows between countries estimates suggest that using the usual decomposition would overstate the contribution of the extensive margin by around 15

estimation of an equilibrium model with externalities post disaster neighborhood rebuilding we study the optimal design of subsidies in an equilibrium setting where the decisions of individual recipients impose externalities on one another we apply the model to the case of post katrina rebuilding in new orleans under the louisiana road home rebuilding grant program rh we estimate the structural model via indirect inference exploiting a discontinuity in the formula for determining the size of grants which helps isolate the causal effect of neighbors rebuilding on one s own rebuilding choices we find that the additional rebuilding induced by rh generated positive externalities equivalent to 4950 to each inframarginal household whose rebuilding choice was not affected by the program counterfactual policy experiments find that optimal subsidy policies bias grant offers against relocation with an inverse u shaped relationship between the degree of bias and the severity of damages from the disaster

nonparametric continuous discrete choice models modeling choices that are both discrete and continuous is important in several settings the purpose of this article is to explore formulation and identification of such models when indirect utility functions are specified nonparametrically here we consider general nonseparable disturbances we give identification results for nonseparable sample selection models and use these to analyze identification of discrete continuous choice models

estimating the benefits of targeted r d subsidies we study the expected welfare effects of targeted r d subsi dies using project level data from finland we model the application and r d investment decisions of firms and the subsidy granting decision of the public agency in charge of the program our model and institutional environment allow us to identify different benefits and costs of the r d subsidy program we find that expected effects of subsidies are very het erogeneous and estimated application costs low on average the social rate of return on targeted subsidies is 30 to 50 but spillover effects of subsidies are smaller than effects on firm profits

endogeneity and sample selection in a model for remittances abstract we estimate a remittance model in which we address endogeneity and reverse causality relationships between immigrants remittances pre transfer income and consumption in order to take into account the fact that a large share of individuals do not remit instrumental variable variants of the double hurdle and heckit selection models are proposed and estimated by limited information ml semiparametric extensions are considered as robustness checks our results for a sample of recent immigrants to australia show that endogeneity is substantial and that estimates obtained by the methods previously employed in the literature may be misleading if given a behavioral interpretation

nonparametric estimation of exact consumers surplus and deadweight loss we apply nonparametric regression models to estimation of demand curves of the type most often used in applied research from the demand curve estimators we derive estimates of exact consumers surplus and deadweight loss which are the most widely used welfare and economic efficiency measures in areas of economics such as public finance we also develop tests of the symmetry and downward sloping properties of compensated demand we work out asymptotic normal sampling theory for kernel and series nonparametric estimators as well as for the parametric case the paper includes an application to gasoline demand empirical questions of interest here are the shape of the demand curve and the average magnitude of welfare loss from a tax on gasoline in this application we compare parametric and nonparametric estimates of the demand curve calculate exact and approximate measures of consumers surplus and deadweight loss and give standard error estimates we also analyze the sensitivity of the welfare measures to components of nonparametric regression estimators such as the number of terms in a series approximation

an analysis of compensation in the u s venture capital partnership abstract venture capital limited partnerships are an attractive arena to study cross sectional and time series variations in compensation schemes we empirically examine 419 partnerships the compensation of new and smaller funds displays considerably less sensitivity to performance and less variation than that of other funds the fixed base component of compensation is higher for younger and smaller firms we observe no relation between incentive compensation and performance our evidence is consistent with a learning model in which the pay of new venture capitalists is less sensitive to performance because reputational concerns induce them to work hard

the impact of microcredit borrowing on household consumption in bangladesh the rapid expansion of microcredit in recent years renders knowledge of its impact on poverty critical unfortunately empirical investigations have been limited by endogeneity issues and randomiz

training wages and sample selection estimating sharp bounds on treatment effects this paper empirically assesses the wage effects of the job corps program one of the largest federally funded job training programs in the u s even with the aid of a randomized experiment the impact of a training program on wages is difficult to study because of sample selection a pervasive problem in applied microeconometric research wage rates are only observed for those who are employed and employment status itself may be affected by the training program this paper develops an intuitive trimming procedure for bounding average treatment effects in the presence of sample selection in contrast to existing methods the procedure requires neither exclusion restrictions nor a bounded support for the outcome of interest identification results estimators and their asymptotic distribution are presented the bounds suggest that the program raised wages consistent with the notion that the job corps raises earnings by increasing human capital rather than solely through encouraging work the estimator is generally applicable to typical treatment evaluation problems in which there is nonrandom sample selection attrition copyright wiley blackwell