Journal ArticleDOI
Using Predictions and Marginal Effects to Compare Groups in Regression Models for Binary Outcomes
J. Scott Long,Sarah A. Mustillo +1 more
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Methods for group comparisons using predicted probabilities and marginal effects on probabilities are developed for regression models for binary outcomes and how this interpretive framework can be used with a broad class of regression models and can be extended to any number of groups is considered.Abstract:
Methods for group comparisons using predicted probabilities and marginal effects on probabilities are developed for regression models for binary outcomes. Unlike approaches based on the comparison ...read more
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Best Practices for Estimating, Interpreting, and Presenting Nonlinear Interaction Effects
TL;DR: In this paper, the authors synthesize an evolving methodological literature and provide straightforward advice and techniques to estimate, interpret, and present nonlinear interaction effects in models for categorical outcomes.
Journal ArticleDOI
Structural Sexism and Health in the United States: A New Perspective on Health Inequality and the Gender System:
TL;DR: In this paper, a new line of health inequality research that parallels the emerging structural racism literature is built, and the concept of structural sexism and structural racism is developed. But, it is not discussed in this paper.
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A General Framework for Comparing Predictions and Marginal Effects across Models
TL;DR: The authors provide a general framework for comparing predictions and marginal effects across models using seemingly unrelated estimation to combine estimates from multiple models, which allows tests of the equality of predictions and effects across Models.
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Race and policing in the 2016 presidential election: Black lives matter, the police, and dog whistle politics
Journal ArticleDOI
Latinos’ deportation fears by citizenship and legal status, 2007 to 2018
TL;DR: Whether and how Latinos’ deportation fears vary by citizenship and legal status and over time is examined, highlighting how deportation or its consequences affects a racial group that the US immigration regime targets disproportionately.
References
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Book
Limited-Dependent and Qualitative Variables in Econometrics
TL;DR: In this article, the authors present a survey of the use of truncated distributions in the context of unions and wages, and some results on truncated distribution Bibliography Index and references therein.
Book
Regression Models for Categorical and Limited Dependent Variables
TL;DR: In this article, the authors propose Continuous Outcomes Binary Outcomes Testing and Fit Ordinal Outcomes Numeric Outcomes and Numeric Numeric Count Outcomes (NOCO).
Journal ArticleDOI
Interaction terms in logit and probit models
Chunrong Ai,Edward C. Norton +1 more
TL;DR: In this article, the authors present the correct way to estimate the magnitude and standard errors of the interaction effect in nonlinear models, which is the same way as in this paper.
Book
Discrete multivariate analysis: theory and practice
TL;DR: Discrete Multivariate Analysis is a comprehensive text and general reference on the analysis of discrete multivariate data, particularly in the form of multidimensional tables, and contains a wealth of material on important topics.
Journal ArticleDOI
Regression Models for Categorical and Limited Dependent Variables
TL;DR: Introduction Continuous Outcomes Binary Outcomes Testing and Fit Ordinal Outcomes Nominal outcomes Limited Outcomes Count Outcomes Conclusions