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gidm: A command for generalized inflated discrete models
Xia,Yiwei1; Zhou,Yisu2; Cai,Tianji3
2019-09
Source PublicationStata Journal
ABS Journal Level2
ISSN1536-867X
Volume19Issue:3Pages:698-718
Abstract

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
DOI10.1177/1536867X19874246
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaMathematical Methods In Social Sciences ; Mathematics
WOS SubjectSocial Sciences, Mathematical Methods ; Statistics & Probability
WOS IDWOS:000487293300013
PublisherSAGE PUBLICATIONS INC
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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.
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