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Single-Index Models

  • Joel L. Horowitz
Part of the Lecture Notes in Statistics book series (LNS, volume 131)

Abstract

One of the most important tasks of applied econometrics and statistics is estimating a conditional mean function. For example, one may want to estimate the mean annual earnings of workers in a certain population as a function of observable characteristics such as level of education and experience in the workforce. As another example, one may want to estimate the probability that an individual is employed conditional on observable characteristics such as age, level of education, and sex.

Keywords

Asymptotic Distribution Generalize Additive Model Consistent Estimator Scale Normalization Kernel Estimator 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 1998

Authors and Affiliations

  • Joel L. Horowitz
    • 1
  1. 1.Department of EconomicsUniversity of IowaIowa CityUSA

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