Choosing Between and Interpreting the Heckit and Two-Part Models for Corner Solutions
By W. Dow, E. Norton. Health Services & Outcomes Research Methodology, 2003
235 citations recorded by the source corpus.
Subfields: Economics and Econometrics, General Health Professions
View Paper: https://www.semanticscholar.org/paper/243c385fb9443e69dfb3e11386882e8bdcbcf5ac
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
- Samuele Murtinu
- B. Pfeiffer
- Baorong Guo
- Colin Vance
- M. Frondel
- P. Mulder
- Martijn van Hasselt
- Mario Daniele Amore
In General Health Professions
- B. Pfeiffer
- Baorong Guo
- Colin Vance
- M. Frondel
- P. Mulder
- Martijn van Hasselt
- Mario Daniele Amore
- Samuele Murtinu
Citations in the corpus
- Factors affecting farmers' crops diversification: Evidence from SNNPR, Ethiopia (2013, background): “The first stage estimates the probability of observing a positive outcome and the second stage estimates the level of participation which is conditional on observing positive values (Dow and Norton, 2003).”
- Explaining the Diffusion of Renewable Energy Technology in Developing Countries (2013, methodology): “It is calculated for each observation in the sample (Heckman 1979; Dow and Norton 2003) according to: /Φ (5)”
- Tobit models in strategy research: Critical issues and applications (2019, background): “As Dow and Norton (2003) argue, “exclusion assumptions are often unavailable or hard to defend” (p. 9).”
- On Interaction Effects: The Case of Heckit and Two-Part Models (2012, methodology): “The marginal effects of the Heckit, for instance, which are derived from 18 conditional expectation (27) that incorporates the inverse MILLS ratio, are to be interpreted as the explanatory variables’ impact on potential outcomes (see DOW and NORTON, 2003).”
- Bayesian inference in a sample selection model (2011, background): “Manning et al. (1987), Leung and Yu (1996) and Dow and Norton (2003) .”
- Household Assets and Food Security: Evidence from the Survey of Program Dynamics (2011, methodology): “Given the distribution of the dependent variable—that is, the food security score has a corner solution at zero—a Two-Part Model is used for data analysis (Cameron and Trivedi 2005; Dow and Norton 2003 ).”