T351 Modelling Unobserved Heterogeneity Using Mixtures
 
Project
Abstract
Scientists/Scholars
Project Publications
Further Activities
Cooperations
Final Report
  • Bettina Grün and Kurt Hornik. Modelling HIV RNA levels with finite mixtures for censored longitudinal data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 61(2):201-218, March 2012. [ bib | DOI ]

  • Bettina Grün, Theresa Scharl, and Friedrich Leisch. Modelling time course gene expression data with finite mixtures of linear additive models. Bioinformatics, 28(2):222-228, January 2012. [ bib | DOI ]

  • Bettina Grün and Kurt Hornik. topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13):1-30, 2011. [ bib | http ]

  • Sara Dolnicar, Klaus Grabler, Bettina Grün, and Anna Kulnig. Key drivers of behavioural loyalty in airline choice. Tourism Management, 32(5):1020-1026, October 2011. [ bib | DOI ]

  • Sara Dolnicar, Bettina Grün, and Friedrich Leisch. Quick, simple and reliable: Forced binary survey questions. International Journal of Market Research, 53(2):231-252, 2011. [ bib | DOI ]

  • Sara Dolnicar, Anna C. Hurlimann, and Bettina Grün. What affects public acceptance of recycled and desalinated water? Water Research, 45(2):933-943, January 2011. [ bib | DOI ]

  • Sara Dolnicar, Bettina Grün, and John R. Rossiter. An initial empirical guide to translating between different answer formats. In CD Proceedings of the 39th European Marketing Academy Conference, 2010. [ bib ]

  • Theresa Scharl, Bettina Grün, and Friedrich Leisch. Mixtures of regression models for time-course gene expression data: Evaluation of initialization and random effects. Bioinformatics, 26(3):370-377, February 2010. [ bib | DOI | preprint ]

  • Sara Dolnicar and Bettina Grün. Environmentally friendly behavior-Can heterogeneity among individuals and contexts/environments be harvested for improved sustainable management? Environment and Behavior, 41(5):693-714, September 2009. [ bib | DOI | preprint ]

  • Sara Dolnicar and Bettina Grün. Response style contamination of student evaluation data. Journal of Marketing Education, 31(2):160-172, August 2009. [ bib | DOI | preprint ]

  • Bettina Grün and Friedrich Leisch. Dealing with label switching in mixture models under genuine multimodality. Journal of Multivariate Analysis, 100(5):851-861, May 2009. [ bib | DOI | preprint ]

  • Sara Dolnicar and Bettina Grün. Does one size fit all?-The suitability of answer formats for different constructs measured. Australasian Marketing Journal, 17(1):58-64, 2009. [ bib | DOI | preprint ]

  • Bettina Grün and Friedrich Leisch. Identifiability of finite mixtures of multinomial logit models with varying and fixed effects. Journal of Classification, 25(2):225-247, November 2008. [ bib | DOI | preprint ]

  • Bettina Grün and Friedrich Leisch. Flexmix version 2: Finite mixtures with concomitant variables and varying and constant parameters. Journal of Statistical Software, 28(4):1-35, 9 2008. [ bib | http ]

  • Bettina Grün. Fitting finite mixtures of linear mixed models with the EM algorithm. In Paula Brito, editor, Compstat 2008-Proceedings in Computational Statistics, volume II, pages 165-173. Physica Verlag, Heidelberg, Germany, 2008. [ bib ]

 

 
 
 

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FWFDer Wissenschaftsfonds