Volltext herunterladen
(499.0 KB)
Zitationshinweis
Bitte beziehen Sie sich beim Zitieren dieses Dokumentes immer auf folgenden Persistent Identifier (PID):
https://nbn-resolving.org/urn:nbn:de:0168-ssoar-95253-2
Export für Ihre Literaturverwaltung
On finite mixtures of Discretized Beta model for ordered responses
[Zeitschriftenartikel]
Abstract The paper discusses the specification of finite mixture models based on the Discretized Beta distribution for the analysis of ordered discrete responses, as ratings and count data. The ultimate goal of the paper is to parameterize clusters of opposite and intermediate response outcomes. After a thor... mehr
The paper discusses the specification of finite mixture models based on the Discretized Beta distribution for the analysis of ordered discrete responses, as ratings and count data. The ultimate goal of the paper is to parameterize clusters of opposite and intermediate response outcomes. After a thorough discussion on model interpretation, identifiability and estimation, the proposal is illustrated on the wake of a case study on the probability to vote for German Political Parties and with a comparative discussion with the state of the art.... weniger
Thesaurusschlagwörter
ALLBUS; Daten; Analyseverfahren; Modell
Klassifikation
Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Freie Schlagwörter
ordered data; finite mixture models; discretized beta distribution; German General Social Survey (ALLBUS) - Cumulation 1980-2014 (ZA4584 v1.0.0)
Sprache Dokument
Englisch
Publikationsjahr
2022
Seitenangabe
S. 828-855
Zeitschriftentitel
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 31 (2022) 3
DOI
https://doi.org/10.1007/s11749-022-00800-7
ISSN
1863-8260
Status
Veröffentlichungsversion; begutachtet (peer reviewed)