Non-parametric Demand Analysis with an Application to the Demand for Fish PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Non-parametric Demand Analysis with an Application to the Demand for Fish PDF full book. Access full book title Non-parametric Demand Analysis with an Application to the Demand for Fish by Joshua David Angrist. Download full books in PDF and EPUB format.
Author: Joshua David Angrist
Publisher:
ISBN:
Category : Demand (Economic theory)
Languages : en
Pages : 60
Get Book Here
Book Description
Instrumental variables (IV) estimation of a demand equation using time series data is shown to produce a weighted average derivative of heterogeneous potential demand functions. This result adapts recent work on the causal interpretation of two-stage least squares estimates to the simultaneous equations context and generalizes earlier research on average derivative estimation to models with endogenous regressors. The paper also shows how to compute the weights underlying IV estimates of average derivatives in a simultaneous equations model. These ideas are illustrated using data from the Fulton Fish market in New York City to estimate an average elasticity of wholesale demand for fresh fish. The weighting function underlying IV estimates of the demand equation is graphed and interpreted. The empirical example illustrates the essentially local and context-specific nature of instrumental variables estimates of structural parameters in simultaneous equations models.
Author: Joshua David Angrist
Publisher:
ISBN:
Category : Demand (Economic theory)
Languages : en
Pages : 60
Get Book Here
Book Description
Instrumental variables (IV) estimation of a demand equation using time series data is shown to produce a weighted average derivative of heterogeneous potential demand functions. This result adapts recent work on the causal interpretation of two-stage least squares estimates to the simultaneous equations context and generalizes earlier research on average derivative estimation to models with endogenous regressors. The paper also shows how to compute the weights underlying IV estimates of average derivatives in a simultaneous equations model. These ideas are illustrated using data from the Fulton Fish market in New York City to estimate an average elasticity of wholesale demand for fresh fish. The weighting function underlying IV estimates of the demand equation is graphed and interpreted. The empirical example illustrates the essentially local and context-specific nature of instrumental variables estimates of structural parameters in simultaneous equations models.
Author: Takeshi Amemiya
Publisher: Cambridge University Press
ISBN: 9780521662468
Category : Business & Economics
Languages : en
Pages : 472
Get Book Here
Book Description
This collection investigates parametric, semiparametric, nonparametric, and nonlinear estimation techniques in statistical modeling.
Author: Orley Ashenfelter
Publisher: Elsevier
ISBN: 0080544185
Category : Business & Economics
Languages : en
Pages : 930
Get Book Here
Book Description
Modern labor economics has continued to grow and develop since the first volumes of this Handbook were published. The subject matter of labor economics continues to have at its core an attempt to systematically find empirical analyses that are consistent with a systematic and parsimonious theoretical understanding of the diverse phenomenon that make up the labor market. As before, many of these analyses are provocative and controversial because they are so directly relevant to both public policy and private decision making. In many ways the modern development in the field of labor economics continues to set the standards for the best work in applied economics.This volume of the Handbook has a notable representation of authors - and topics of importance - from throughout the world.
Author: Michael Lechner
Publisher: Springer Science & Business Media
ISBN: 364257615X
Category : Business & Economics
Languages : en
Pages : 248
Get Book Here
Book Description
Empirical measurement of impacts of active labour market programmes has started to become a central task of economic researchers. New improved econometric methods have been developed that will probably influence future empirical work in various other fields of economics as well. This volume contains a selection of original papers from leading experts, among them James J. Heckman, Noble Prize Winner 2000 in economics, addressing these econometric issues at the theoretical and empirical level. The theoretical part contains papers on tight bounds of average treatment effects, instrumental variables estimators, impact measurement with multiple programme options and statistical profiling. The empirical part provides the reader with econometric evaluations of active labour market programmes in Canada, Germany, France, Italy, Slovak Republic and Sweden.
Author: Gary Chamberlain
Publisher:
ISBN:
Category : Bayesian statistical decision theory
Languages : en
Pages : 36
Get Book Here
Book Description
The paper evaluates the usefulness of a nonparametric approach to Bayesian inference by presenting two applications. The approach is due to Ferguson (1973, 1974) and Rubin (1981). Our first application considers an educational choice problem. We focus on obtaining a predictive distribution for earnings corresponding to various levels of schooling. This predictive distribution incorporates the parameter uncertainty, so that it is relevant for decision making under uncertainty in the expected utility framework of microeconomics. The second application is to quantile regression. Our point here is to examine the potential of the nonparametric framework to provide inferences without making asymptotic approximations. Unlike in the first application, the standard asymptotic normal approximation turns out to not be a good guide. We also consider a comparison with a bootstrap approach.
Author: Charles F. Manski
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 62
Get Book Here
Book Description
Econometric analyses of treatment response commonly use instrumental variable (IV) assumptions to identify treatment effects. Yet the credibility of IV assumptions is often a matter of considerable disagreement, with much debate about whether some covariate is or is not a "valid instrument" in an application of interest. There is therefore good reason to consider weaker but more credible assumptions. assumptions. To this end, we introduce monotone instrumental variable (MIV) A particularly interesting special case of an MIV assumption is monotone treatment selection (MTS). IV and MIV assumptions may be imposed alone or in combination with other assumptions. We study the identifying power of MIV assumptions in three informational settings: MIV alone; MIV combined with the classical linear response assumption; MIV combined with the monotone treatment response (MTR) assumption. We apply the results to the problem of inference on the returns to schooling. We analyze wage data reported by white male respondents to the National Longitudinal Survey of Youth (NLSY) and use the respondent's AFQT score as an MIV. We find that this MIV assumption has little identifying power when imposed alone. However combining the MIV assumption with the MTR and MTS assumptions yields fairly tight bounds on two distinct measures of the returns to schooling.
Author: Federico Perali
Publisher: Springer Science & Business Media
ISBN: 1475737297
Category : Business & Economics
Languages : en
Pages : 395
Get Book Here
Book Description
The motive force of human activity that propels the stream of progress is here caught at its source, in its most modest, material expressions. The mechanism of the passions acting as determinant in these low spheres is less complex and can therefore be observed with greater precision. All one need do is leave the picture its clear, calm colors and its simple design. Gradually, as that search for material well-being by which man is tormented grows and expand, it also tends to rise and pursue an ascendant course thorough the social classes. In 'I Malavoglia' it is still only the struggle for material needs. Once these needs are satisfied, the search turns into greed for riches and will be embedded in a bourgeois type . . . Giovanni Verga, from the Introduction to The House by the Medlar Tree (I Malavoglia) Motivation In the past decade, many less developed countries have undertaken structural adjustment programs with the hope of breaking the vicious circle of the depression that enveloped them during the 1980s and of loosening the suffocating grip of the debt crisis. Nearly always, macroeconomic stabilization implies a reduction of public spending and, consequently, a reduction of subsidies on wage goods and food production. Other macro policies, such as tariff elimination and exchange rates alignment, alter relative prices and may have significant effects on the level and distribution of income. Today, poverty and inequality are perceived as economic threats as a result of globalization and unbalanced market expansion.
Author: Jere R. Behrman
Publisher: University of Michigan Press
ISBN: 0472027360
Category : Business & Economics
Languages : en
Pages : 275
Get Book Here
Book Description
For decades, the primary argument in justifying education has been based on its direct economic effects. Yet education also provides "social benefits" for individuals and society at large, including a better way of taking care of ourselves, and consequently creating a better society to live in. Though it is difficult to quantify these social benefits, a more systematic analysis would improve our understanding of the full effects of education and provide a basis for considering related policies. The Office of Research of the United States Department of Education commissioned a series of papers on measuring these effects of education. Those papers, revised and updated, are collected here. Kenneth J. Arrow provides perspective on education and preference formation, and Jere R. Behrman considers general conceptual and measurement issues in assessing the social benefits of education and policies related to education. These issues are taken up by experts in four fields--health, parenting, the environment, and crime. Themes addressed include measurement issues regarding what we mean by education and its benefits; basic analytical issues in assessing the impact of education on these social benefits using behavioral data; and whether the social benefits of education justify public policy interventions. Jere R. Behrman is William R. Kenan Jr. Professor of Economics, University of Pennsylvania. Nevzer G. Stacey is Senior Research Analyst, Office of Educational Research, U.S. Department of Education.
Author: Jeremy Arkes
Publisher:
ISBN:
Category :
Languages : en
Pages : 290
Get Book Here
Book Description
Author: Yacine Aït-Sahalia
Publisher:
ISBN:
Category : Diffusion processes
Languages : en
Pages : 64
Get Book Here
Book Description
When a continuous-time diffusion is observed only at discrete dates, not necessarily close together, the likelihood function of the observations is in most cases not explicitly computable. Researchers have relied on simulations of sample paths in between the observations points, or numerical solutions of partial differential equations, to obtain estimates of the function to be maximized. By contrast, we construct a sequence of fully explicit functions which we show converge under very general conditions, including non-ergodicity, to the true (but unknown) likelihood function of the discretely-sampled diffusion. We document that the rate of convergence of the sequence is extremely fast for a number of examples relevant in finance. We then show that maximizing the sequence instead of the true function results in an estimator which converges to the true maximum-likelihood estimator and shares its asymptotic properties of consistency, asymptotic normality and efficiency. Applications to the valuation of derivative securities are also discussed.
