UM  > Faculty of Education
gidm: A command for generalized inflated discrete models
Xia,Yiwei1; Zhou,Yisu2; Cai,Tianji3
Source PublicationStata Journal
ABS Journal Level2

In this article, we describe the gidm command for fitting generalized inflated discrete models that deal with multiple inflated values in a distribution. Based on the work of Cai, Xia, and Zhou (Forthcoming, Sociological Methods & Research: Generalized inflated discrete models: A strategy to work with multimodal discrete distributions), generalized inflated discrete models are fit via maximum likelihood estimation. Specifically, the gidm command fits Poisson, negative binomial, multinomial, and ordered outcomes with more than one inflated value. We illustrate this command through examples for count and categorical outcomes.

KeywordGeneralized Inflated Discrete Models Gidm Maximum Likelihood Multiple Inflated Values St0574
URLView the original
Indexed BySSCI
WOS Research AreaMathematical Methods In Social Sciences ; Mathematics
WOS SubjectSocial Sciences, Mathematical Methods ; Statistics & Probability
WOS IDWOS:000487293300013
Fulltext Access
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Education
Corresponding AuthorCai,Tianji
Affiliation1.Southwestern University of Finance and Economics, Chengdu, China
2.Faculty of Education,University of Macau, Macao, China
3.Department of Sociology, University of Macau, Macao, China
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Xia,Yiwei,Zhou,Yisu,Cai,Tianji. gidm: A command for generalized inflated discrete models[J]. Stata Journal,2019,19(3):698-718.
APA Xia,Yiwei,Zhou,Yisu,&Cai,Tianji.(2019).gidm: A command for generalized inflated discrete models.Stata Journal,19(3),698-718.
MLA Xia,Yiwei,et al."gidm: A command for generalized inflated discrete models".Stata Journal 19.3(2019):698-718.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Xia,Yiwei]'s Articles
[Zhou,Yisu]'s Articles
[Cai,Tianji]'s Articles
Baidu academic
Similar articles in Baidu academic
[Xia,Yiwei]'s Articles
[Zhou,Yisu]'s Articles
[Cai,Tianji]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Xia,Yiwei]'s Articles
[Zhou,Yisu]'s Articles
[Cai,Tianji]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.