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The Dynamics of Adolescent Depression: An...
Journal article

The Dynamics of Adolescent Depression: An Instrumental Variable Quantile Regression with Fixed Effects Approach

Abstract

Summary The paper employs a recently developed instrumental variable approach for the estimation of dynamic quantile regression models with fixed effects to model the dynamics of health outcomes. Our proposed estimator not only allows us to control for individual-specific heterogeneity via fixed effects in the dynamic quantile regression framework but may also reduce the bias that exists in conventional fixed effects …

Authors

Contoyannis P; Li J

Journal

Journal of the Royal Statistical Society Series A (Statistics in Society), Vol. 180, No. 3, pp. 907–922

Publisher

Oxford University Press (OUP)

Publication Date

June 1, 2017

DOI

10.1111/rssa.12225

ISSN

0964-1998