Panel data methods for fractional response variables with an application to test pass rates

By Leslie E. Papke, Jeffrey M. Wooldridge. 2008

1,337 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Education, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/a105956329d14c9a8fc41cf1ffd60b88ce73115e

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Economics and Econometrics

In Education

In Statistics and Probability

Citations in the corpus

To Specialize or Diversify: Agricultural Diversity and Poverty Dynamics in Ethiopia (2017, positive): “Following Papke and Wooldridge (2008), we can use Eqn.”
Alternative Estimating and Testing Empirical Strategies for Fractional Regression Models (2011, neutral): “In this case, we have available, among others, the generalizations proposed by Prentice (1976), Pregibon (1980), Aranda-Ordaz (1981), Whitemore (1983), Stukel (1988) and Czado (1994).”
Estimating Dynamic Panel Models in Corporate Finance (2013, positive): “This conclusion is consistent with Papke and Wooldridge (2008),which shows linear models can provide reasonable estimates of average effects for fractional response dependent variables.”
Immigration and election outcomes — Evidence from city districts in Hamburg (2014, positive): “The corresponding model was developed by Papke & Wooldridge (2008) and extends the cross-sectional fractional response model to the panel context allowing to control for unobserved time-constant district effects.”
Correlated random effects models with unbalanced panels (2019, background): “…to nonlinear panel data models are popular with empirical researchers, partly because of their simplicity but also because recent research (for example, Blundell and Powell (2003), Altonji and Matzkin (2005), and Wooldridge (2005)) shows that quantities of interest – usually called…”
Tobit models in strategy research: Critical issues and applications (2019, neutral): “…uncensored proportion (e.g., theoretically bounded between 0 and 100% without any censoring) scholars should consider the benefits of specific models such as the fractional Logit (see Papke & Wooldridge, 1996, 2008, Wulff & Villadsen, 2019 and Baum, 2008 for an application using the Stata package).”
National Business Regulations and City Entrepreneurship in Europe: A Multilevel Nested Analysis (2018, neutral): “This model specification has its origin in Papke and Wooldridge (2008).”