The DOI matches its Crossref record; 21 of the 21 references it cites were found in a registry or an index.
Twopm: Two-Part Models
Open accessAbstract
In this article, we describe twopm, a command for fitting two-part models for mixed discrete-continuous outcomes. In the two-part model, a binary choice model is fit for the probability of observing a positive-versus-zero outcome. Then, conditional on a positive outcome, an appropriate regression model is fit for the positive outcome. The twopm command allows the user to leverage the capabilities of predict and margins to calculate predictions and marginal effects and their standard errors from the combined first- and second-part models.
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Cites
Sample Selection Bias as a Specification Error
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Maddala, G. S. (1983) · Cambridge University Press eBooks · doi:10.1017/cbo9780511810176 · Cited by 13,240
Regression Analysis of Count Data
Cameron, A. C., & Trivedi, P. K. (2013) · doi:10.1017/cbo9781139013567 · Cited by 6,640
Tests for Specification Errors in Classical Linear Least-Squares Regression Analysis
Ramsey, J. B. (1969) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1969.tb00796.x · Cited by 3,352
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Smearing Estimate: A Nonparametric Retransformation Method
Duan, N. (1983) · Journal of the American Statistical Association · doi:10.1080/01621459.1983.10478017 · Cited by 2,232
Goodness of fit tests for the multiple logistic regression model
Hosmer, D. W., & Lemesbow, S. (1980) · Communications in Statistics - Theory and Methods · doi:10.1080/03610928008827941 · Cited by 1,871
Review of statistical methods for analysing healthcare resources and costs
Mihaylova, B., Briggs, A., O'Hagan, A., & Thompson, S. G. (2011) · Health Economics · doi:10.1002/hec.1653 · Cited by 767
Generalized modeling approaches to risk adjustment of skewed outcomes data
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Cited by
Clarifying the structure and nature of left-wing authoritarianism.
Costello, T. H., Bowes, S. M., Stevens, S. T., Waldman, I. D., Tasimi, A., & Lilienfeld, S. O. (2022) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000341 · Cited by 316
Outcome modelling strategies in epidemiology: traditional methods and basic alternatives
Greenland, S., Daniel, R., & Pearce, N. (2016) · International Journal of Epidemiology · doi:10.1093/ije/dyw040 · Cited by 293
Gupte-Singh, K., Singh, R. R., & Lawson, K. A. (2017) · Value in Health · doi:10.1016/j.jval.2017.01.007 · Cited by 91
Mullahy, J., & Norton, E. (2022) · doi:10.3386/w30735 · Cited by 87
Self-citationYau, A., Berger, N., Law, C., Cornelsen, L., Greener, R., Adams, J., Boyland, E. J., Burgoine, T., de Vocht, F., Egan, M., et al. (2022) · PLOS Medicine · doi:10.1371/journal.pmed.1003915 · Cited by 77
Metadata
- Authors
- Belotti, F., Deb, P., Manning, W. G., & Norton, E. C.
- Venue
- The Stata Journal: Promoting communications on statistics and Stata
- Publisher
- SAGE Publications
- Published
- 2015-04
- Volume
- 15
- Issue
- 1
- Pages
- 3-20
- ISSN
- 1536-867X (ISSN-L)
- 1536-8734
- OpenAlex
- W263154455
- Cited by
- 598
- References
- 21
- FWCI
- 34.16
- Type
- journal article
- Language
- en
- Open access
- bronze
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- Belotti, F., Deb, P., Manning, W. G., & Norton, E. C. (2015). Twopm: Two-Part Models. The Stata Journal: Promoting communications on statistics and Stata. https://doi.org/10.1177/1536867x1501500102
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
