Computing Interaction Effects and Standard Errors in Logit and Probit Models

  • Norton E
  • Wang H
  • Ai C
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Abstract

This paper explains why computing the marginal effect of a change in two variables is more complicated in nonlinear models than in linear models. The command inteff computes the correct marginal effect of a change in two interacted variables for a logit or probit model, as well as the correct standard errors. The inteff command graphs the interaction effect and saves the results to allow further investigation.

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Norton, E. C., Wang, H., & Ai, C. (2004). Computing Interaction Effects and Standard Errors in Logit and Probit Models. The Stata Journal: Promoting Communications on Statistics and Stata, 4(2), 154–167. https://doi.org/10.1177/1536867x0400400206

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