Interaction terms in logit and probit models

被引:3341
|
作者
Ai, CR
Norton, EC
机构
[1] Univ N Carolina, Sch Publ Hlth, Dept Hlth Policy & Adm, Chapel Hill, NC 27599 USA
[2] Univ Florida, Gainesville, FL USA
关键词
interaction effect; interaction term; logit; probit; nonlinear models;
D O I
10.1016/S0165-1765(03)00032-6
中图分类号
F [经济];
学科分类号
02 ;
摘要
The magnitude of the interaction effect in nonlinear models does not equal the marginal effect of the interaction term, can be of opposite sign, and its statistical significance is not calculated by standard software. We present the correct way to estimate the magnitude and standard errors of the interaction effect in nonlinear models. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:123 / 129
页数:7
相关论文
共 50 条
  • [1] Computing interaction effects and standard errors in logit and probit models
    Norton, Edward C.
    Wang, Hua
    Ai, Chunrong
    [J]. STATA JOURNAL, 2004, 4 (02): : 154 - 167
  • [2] Testing for Interaction in Binary Logit and Probit Models: Is a Product Term Essential?
    Berry, William D.
    DeMeritt, Jacqueline H. R.
    Esarey, Justin
    [J]. AMERICAN JOURNAL OF POLITICAL SCIENCE, 2010, 54 (01) : 248 - 266
  • [3] Identification and decompositions in probit and logit models
    Choe, Chung
    Jung, SeEun
    Oaxaca, Ronald L.
    [J]. EMPIRICAL ECONOMICS, 2020, 59 (03) : 1479 - 1492
  • [4] Identification and decompositions in probit and logit models
    Chung Choe
    SeEun Jung
    Ronald L. Oaxaca
    [J]. Empirical Economics, 2020, 59 : 1479 - 1492
  • [5] CURIOUS RELATIONSHIP BETWEEN PROBIT AND LOGIT MODELS
    POIRIER, DJ
    [J]. SOUTHERN ECONOMIC JOURNAL, 1978, 44 (03) : 640 - 641
  • [6] Testing mixed logit and probit models by simulation
    Munizaga, MA
    Alvarez-Daziano, R
    [J]. TRAVEL DEMAND 2005, 2005, (1921): : 53 - 62
  • [7] CONVENIENT SPECIFICATION TESTS FOR LOGIT AND PROBIT MODELS
    DAVIDSON, R
    MACKINNON, JG
    [J]. JOURNAL OF ECONOMETRICS, 1984, 25 (03) : 241 - 262
  • [8] A recentering approach for interpreting interaction effects from logit, probit, and other nonlinear models
    Jeong, Yujin
    Siegel, Jordan, I
    Chen, Sophie Yu-Pu
    Newey, Whitney K.
    [J]. STRATEGIC MANAGEMENT JOURNAL, 2020, 41 (11) : 2072 - 2091
  • [9] Partial effects in probit and logit models with a triple dummy-variable interaction term
    Cornelissen, Thomas
    Sonderhof, Katja
    [J]. STATA JOURNAL, 2009, 9 (04): : 571 - 583
  • [10] Total, Direct, and Indirect Effects in Logit and Probit Models
    Breen, Richard
    Karlson, Kristian Bernt
    Holm, Anders
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2013, 42 (02) : 164 - 191