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Bridging the Trade-Environment Divide

[Symposium: Trade, Labor and the Environment]

By Daniel C. Esty

Journal of Economic Perspectives, Summer 2001

Perceived conflict between trade liberalization and environmental protection can be traced to a number of issues. Some tensions relate to the environmental Kuznets curve and whether economic growth yields environmental benefits. Other concerns arise from ...

Nonparametric Density and Regression Estimation

[Symposium: Econometric Tools]

By John DiNardo and Justin L. Tobias

Journal of Economic Perspectives, Fall 2001

We provide a nontechnical review of recent nonparametric methods for estimating density and regression functions. The methods we describe make it possible for a researcher to estimate a regression function or density without having to specify in advance a...

Semiparametric Censored Regression Models

[Symposium: Econometric Tools]

By Kenneth Y. Chay and James L. Powell

Journal of Economic Perspectives, Fall 2001

When data are censored, ordinary least squares regression can provide biased coefficient estimates. Maximum likelihood approaches to this problem are valid only if the error distribution is correctly specified, which can be problematic in practice. We rev...

Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments

[Symposium: Econometric Tools]

By Joshua D. Angrist and Alan B. Krueger

Journal of Economic Perspectives, Fall 2001

Instrumental variables was first used in the 1920s to estimate supply and demand elasticities and later to correct for measurement error in single equation models. Recently, instrumental variables have been widely used to reduce bias from omitted variable...

Vector Autoregressions

[Symposium: Econometric Tools]

By James H. Stock and Mark W. Watson

Journal of Economic Perspectives, Fall 2001

This paper critically reviews the use of vector autoregressions (VARs) for four tasks: data description, forecasting, structural inference, and policy analysis. The paper begins with a review of VAR analysis, highlighting the differences between reduced-f...