Non-linear regression with discrete explanatory variables, with an application to the earnings function

Herman J. Bierens; Joop Hartog

doi:10.1016/0304-4076(88)90047-4

Non-linear regression with discrete explanatory variables, with an application to the earnings function

Herman J. Bierens^*
, Joop Hartog

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

22 Citations (Scopus)

Abstract

In this paper it will be shown that regression models with discrete explanatory variables take the form of a polynominal of a linear function of the regressors. A two-stage estimation procedure and various model specification tests will be developed in close harmony with an empirical application to the earnings function.

Original language	English
Pages (from-to)	269-299
Number of pages	31
Journal	Journal of Econometrics
Volume	38
Issue number	3
DOIs	https://doi.org/10.1016/0304-4076(88)90047-4
Publication status	Published - Jul 1988
Externally published	Yes

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title = "Non-linear regression with discrete explanatory variables, with an application to the earnings function",

abstract = "In this paper it will be shown that regression models with discrete explanatory variables take the form of a polynominal of a linear function of the regressors. A two-stage estimation procedure and various model specification tests will be developed in close harmony with an empirical application to the earnings function.",

author = "Bierens, \{Herman J.\} and Joop Hartog",

year = "1988",

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AB - In this paper it will be shown that regression models with discrete explanatory variables take the form of a polynominal of a linear function of the regressors. A two-stage estimation procedure and various model specification tests will be developed in close harmony with an empirical application to the earnings function.

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M3 - Article

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JO - Journal of Econometrics

JF - Journal of Econometrics

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ER -

Non-linear regression with discrete explanatory variables, with an application to the earnings function

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