Bettina Grün: Publications

[1] Melanie Randle, Bettina Grün, and Sara Dolnicar. On the heterogeneity of preferences for disability services. Journal of Nonprofit & Public Sector Marketing, in press. Accepted for publication on 2021-06-07. [ bib ]
[2] Bettina Grün and Paul Hofmarcher. Identifying groups of determinants in Bayesian model averaging using Dirichlet process clustering. Scandinavian Journal of Statistics, in press. Accepted for publication on 2021-05-24. [ bib | DOI ]
[3] Tatjana Miljkovic and Bettina Grün. Using model averaging to determine suitable risk measure estimates. North American Actuarial Journal, in press. Accepted for publication on 2021-03-28. [ bib | DOI ]
[4] Sanela Omerovic, Herwig Friedl, and Bettina Grün. Modelling multiple regimes in economic growth by mixtures of generalised nonlinear models. Econometrics and Statistics, in press. Accepted for publication on 2021-03-01. [ bib | DOI ]
[5] Florian Schwendinger, Bettina Grün, and Kurt Hornik. A comparison of optimization solvers for log binomial regression including conic programming. Computational Statistics, in press. Accepted for publication on 2021-01-29. [ bib | DOI ]
[6] Kylie Brosnan, Bettina Grün, and Sara Dolnicar. Cognitive load reduction strategies in questionnaire design. International Journal of Market Research, 63(2):125-133, 2021. Research Note. [ bib | DOI ]
[7] Emil Juvan, Bettina Grün, Petra Zabukovec Baruca, and Sara Dolnicar. Drivers of plate waste at buffets: A comprehensive conceptual model based on observational data and staff insights. Annals of Tourism Research Empirical Insights, 2(1):1-10, 2021. Article 100010. [ bib | DOI ]
[8] Ljubica Knezevic Cvelbar, Bettina Grün, and Sara Dolnicar. “To clean or not to clean?” Reducing daily routine hotel room cleaning by letting tourists answer this question for themselves. Journal of Travel Research, 60(1):220-229, 2021. [ bib | DOI ]
[9] Sara Dolnicar, Emil Juvan, and Bettina Grün. Reducing the plate waste of families at hotel buffets - a quasi-experimental field study. Tourism Management, 80:104103, 2020. [ bib | DOI ]
[10] Homa Hajibaba, Bettina Grün, and Sara Dolnicar. Improving the stability of market segmentation analysis. International Journal of Contemporary Hospitality Management, 32(4):1393-1411, 2020. [ bib | DOI ]
[11] Paul Hofmarcher and Bettina Grün. Bayesian model averaging. In Peter Fuleky, editor, Macroeconomic Forecasting in the Era of Big Data, volume 52 of Advanced Studies in Theoretical and Applied Econometrics, pages 359-388. Springer, Cham, 2020. [ bib | DOI ]
[12] Gertraud Malsiner-Walli, Paul Hofmarcher, and Bettina Grün. Semi-parametric regression under model uncertainty: Economic applications. Oxford Bulletin of Economics and Statistics, 81(5):1117-1143, 2019. [ bib | DOI ]
[13] Bettina Grün and Tatjana Miljkovic. Extending composite loss models using a general framework of advanced computational tools. Scandinavian Actuarial Journal, 2019(8):642-660, 2019. [ bib | DOI ]
[14] Bettina Grün. Model-based clustering. In Sylvia Frühwirth-Schnatter, Gilles Celeux, and Christian P. Robert, editors, Handbook of Mixture Analysis, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, pages 157-192. Chapman and Hall/CRC, 2019. [ bib ]
[15] Sara Dolnicar, Ljubica Knezevic Cvelbar, and Bettina Grün. Changing service settings for the environment: How to reduce negative environmental impacts without sacrificing tourist satisfaction. Annals of Tourism Research, 76:301-304, May 2019. Research Note. [ bib | DOI ]
[16] Sara Dolnicar, Ljubica Knezevic Cvelbar, and Bettina Grün. A sharing-based approach to enticing tourists to behave more environmentally friendly. Journal of Travel Research, 58(2):241-252, 2019. [ bib | DOI ]
[17] Laura Vana, Paul Hofmarcher, Bettina Grün, and Kurt Hornik. Identifying key factors in accounting-based models of credit risk based on a predictive model averaging approach. In Cheng few Lee, editor, Advances in Quantitative Analysis of Finance and Accounting, volume 16, pages 117-146. 2018. [ bib | DOI ]
[18] Bettina Grün and Gertraud Malsiner-Walli. Bayesian latent class analysis with shrinkage priors: An application to the Hungarian heart disease data. In Stefania Capecchi, Francesca Di Iorio, and Rosaria Simone, editors, ASMOD 2018 - Proceedings of the International Conference on Advances in Statistical Modelling of Ordinal Data, pages 13-24. FedOA - Federico II University Press, 2018. Invited Paper. [ bib | DOI ]
[19] Sylvia Frühwirth-Schnatter, Bettina Grün, and Gertraud Malsiner-Walli. Contributed comment on “Bayesian cluster analysis: Point estimation and credible balls” by Wade and Ghahramani. In Bayesian Analysis, volume 13, pages 601-603. 2018. [ bib | DOI ]
[20] Paul Hofmarcher, Jesus Crespo Cuaresma, Bettina Grün, Stefan Humer, and Mathias Moser. Bivariate jointness measures in Bayesian model averaging: Solving the conundrum. Journal of Macroeconomics, 57:150-165, September 2018. [ bib | DOI ]
[21] Kylie Brosnan, Bettina Grün, and Sara Dolnicar. Identifying superfluous survey items. Journal of Retailing and Consumer Services, 43:39-45, 2018. [ bib | DOI ]
[22] Emil Juvan, Bettina Grün, and Sara Dolnicar. Biting off more than they can chew: Food waste at hotel breakfast buffets. Journal of Travel Research, 57(2):232-242, 2018. [ bib | DOI ]
[23] Sara Dolnicar, Ljubica Knezevic Cvelbar, and Bettina Grün. Do pro-environmental appeals trigger pro-environmental behavior in hotel guests? Journal of Travel Research, 56(8):988-997, 2017. [ bib | DOI ]
[24] Ljubica Knezevic Cvelbar, Sara Dolnicar, and Bettina Grün. Which hotel guest segments reuse towels? Selling sustainable tourism services through target marketing. Journal of Sustainable Tourism, 25(7):921-934, 2017. Special Issue: Marketing for Sustainable Tourism. [ bib | DOI ]
[25] Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, and Bettina Grün. Identifying mixtures of mixtures using Bayesian estimation. Journal of Computational and Graphical Statistics, 26(2):285-295, 2017. [ bib | DOI ]
[26] Kylie Brosnan, Bettina Grün, and Sara Dolnicar. PC, phone or tablet? Use, preference and completion rates for web surveys. International Journal of Market Research, 59(1):35-56, 2017. [ bib ]
[27] Sara Dolnicar and Bettina Grün. In a galaxy far, far away ... market yourself differently. Journal of Travel Research, 56(5):593-598, 2017. [ bib | DOI ]
[28] Sara Dolnicar and Bettina Grün. Methods in segmentation. In T. Dietrich, S. Rundle-Thile, and K. Kubacki, editors, Segmentation in Social Marketing: Process, Methods and Application, pages 93-107. Springer-Verlag, Singapore, 2017. [ bib | DOI ]
[29] Gabriele Piccoli, Tsz-Wai Lui, and Bettina Grün. The impact of IT-enabled customer service systems on service personalization, customer service perceptions, and hotel performance. Tourism Management, 59:349-362, 2017. [ bib | DOI ]
[30] Bettina Grün and Sara Dolnicar. Response-style corrected market segmentation for ordinal data. Marketing Letters, 27(4):729-741, 2016. [ bib | DOI ]
[31] Tatjana Miljkovic and Bettina Grün. Modeling loss data using mixtures of distributions. Insurance: Mathematics and Economics, 70:387-396, 2016. [ bib | DOI ]
[32] Franz Greimel, Bernhard Zeiringer, Norbert Höller, Bettina Grün, Reinhold Godina, and Stefan Schmutz. A method to detect and characterize sub-daily flow fluctuations. Hydrological Processes, 30(13):2063-2078, 2016. [ bib | DOI ]
[33] Sara Dolnicar, Bettina Grün, and Friedrich Leisch. Increasing sample size compensates for data problems in segmentation studies. Journal of Business Research, 69(2):992-999, 2016. [ bib | DOI ]
[34] Jesús Crespo Cuaresma, Bettina Grün, Paul Hofmarcher, Stefan Humer, and Mathias Moser. Unveiling covariate inclusion structures in economic growth regressions using latent class analysis. European Economic Review, 81:189-202, 2016. [ bib | DOI ]
[35] Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, and Bettina Grün. Model-based clustering based on sparse finite Gaussian mixtures. Statistics and Computing, 26(1):303-324, 2016. [ bib | DOI ]
[36] Katie Cliff, Bettina Grün, Simon Ville, and Sara Dolnicar. A conceptual framework of skilled female migrant retention. Economic Papers, 34(3):118-127, 2015. [ bib | DOI ]
[37] Martin Ponweiser, Bettina Grün, and Kurt Hornik. Finding scientific topics revisited. In Maurizio Carpita, Eugenio Brentari, and El Mostafa Qannari, editors, Advances in Latent Variables: Methods, Models and Applications, Studies in Theoretical and Applied Statistics, pages 93-100. Springer-Verlag, 2015. [ bib | DOI ]
[38] Frank Schaarschmidt, Matthias Hofmann, Thomas Jaki, Bettina Grün, and Ludwig A. Hothorn. Statistical approaches for the determination of cut points in anti-drug antibody bioassays. Journal of Immunological Methods, 418:84-100, March 2015. [ bib | DOI ]
[39] John R. Rossiter, Sara Dolnicar, and Bettina Grün. Why level-free forced-choice binary measures of brand benefit beliefs work well. International Journal of Market Research, 57(2):239-256, 2015. [ bib ]
[40] Paul Hofmarcher, Jesús Crespo Cuaresma, Bettina Grün, and Kurt Hornik. Last night a shrinkage saved my life: Economic growth, model uncertainty and correlated regressors. Journal of Forecasting, 34(2):133-144, 2015. [ bib | DOI ]
[41] Kurt Hornik and Bettina Grün. On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Computational Statistics, 29(5):945-957, 2014. [ bib | DOI ]
[42] Kurt Hornik and Bettina Grün. movMF: An R package for fitting mixtures of von Mises-Fisher distributions. Journal of Statistical Software, 58(10):1-31, 2014. [ bib | http ]
[43] Moritz Kebschull, Ryan T. Demmer, Bettina Grün, Paolo Guarnieri, Paul Pavlidis, and Panos N. Papapanou. Gingival tissue transcriptomes identify distinct periodontitis phenotypes. Journal of Dental Research, 93(5):459-468, May 2014. [ bib | DOI ]
[44] Sara Dolnicar, Anna Hurlimann, and Bettina Grün. Branding water. Water Research, 57:325-338, June 2014. [ bib | DOI ]
[45] Sara Dolnicar, Bettina Grün, Friedrich Leisch, and Kathrin Schmidt. Required sample sizes for data-driven market segmentation analyses in tourism. Journal of Travel Research, 53(3):296-306, May 2014. [ bib | DOI ]
[46] Kurt Hornik and Bettina Grün. On standard conjugate families for natural exponential families with bounded natural parameter space. Journal of Multivariate Analysis, 126:14-24, April 2014. [ bib | DOI ]
[47] Paul Hofmarcher, Stefan Kerbl, Bettina Grün, Michael Sigmund, and Kurt Hornik. Model uncertainty and aggregated default probabilities: New evidence from Austria. Applied Economics, 46(8):871-879, 2014. [ bib | DOI ]
[48] Sara Dolnicar and Bettina Grün. Including “Don't know” answer options in brand image surveys improves data quality. International Journal of Market Research, 56(1):33-50, 2014. [ bib | DOI ]
[49] Kurt Hornik and Bettina Grün. Amos-type bounds for modified Bessel function ratios. Journal of Mathematical Analysis and Applications, 408(1):91-101, December 2013. [ bib | DOI ]
[50] Sara Dolnicar, Bettina Grün, and Venkata Yanamandram. Dynamic, interactive survey questions can increase survey data quality. Journal of Travel & Tourism Marketing, 30(7):690-699, October 2013. [ bib | DOI ]
[51] Paul Hofmarcher, Bettina Grün, Kurt Hornik, and Patrick Mair. Determining the similarity between US cities using a gravity model for search engine query data. In Berthold Lausen, Dirk Van den Poel, and Alfred Ultsch, editors, Algorithms from and for Nature and Life: Classification and Data Analysis, Studies in Classification, Data Analysis, and Knowledge Organization, pages 243-250. Springer-Verlag, 2013. [ bib | DOI ]
[52] Sara Dolnicar and Bettina Grün. “Translating” between survey answer formats. Journal of Business Research, 66(9):1298-1306, September 2013. [ bib | DOI ]
[53] Bettina Grün and Gertraud Malsiner-Walli. Discussion of “How to find an appropriate clustering for mixed-type variables with application to socio-economic stratification” by Hennig and Liao. In Journal of the Royal Statistical Society: Series C (Applied Statistics), volume 62, pages 350-351. May 2013. [ bib | DOI ]
[54] Bettina Grün, Paul Hofmarcher, Kurt Hornik, Christoph Leitner, and Stefan Pichler. Deriving consensus ratings of the big three rating agencies. Journal of Credit Risk, 9(1):75-98, 2013. [ bib ]
[55] Kurt Hornik and Bettina Grün. On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Journal of Statistical Planning and Inference, 143(5):992-999, May 2013. [ bib | DOI ]
[56] Sara Dolnicar and Bettina Grün. Validly measuring destination image in survey studies. Journal of Travel Research, 52(1):3-13, January 2013. [ bib | DOI ]
[57] Sara Dolnicar, John R. Rossiter, and Bettina Grün. “Pick-any” measures contaminate brand image studies. International Journal of Market Research, 54(6):821-834, 2012. [ bib | DOI ]
[58] Sara Dolnicar, Anna Hurlimann, and Bettina Grün. Water conservation behavior in Australia. Journal of Environmental Management, 105:44-52, August 2012. [ bib | DOI ]
[59] Bettina Grün, Ioannis Kosmidis, and Achim Zeileis. Extended beta regression in R: Shaken, stirred, mixed, and partitioned. Journal of Statistical Software, 48(11):1-25, 2012. [ bib | http ]
[60] Bettina Grün and Kurt Hornik. Modelling human immunodeficiency virus ribonucleic acid 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 ]
[61] 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 ]
[62] 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 ]
[63] Jochen Kindler, Ursula Bailer, Martina De Zwaan, Karoline Fuchs, Friedrich Leisch, Bettina Grün, Alexandra Strnad, Mirjana Stojanovic, Julia Windisch, Claudia Lennkh-Wolfsberg, Nadja El-Giamal, Werner Sieghart, Siegfried Kasper, and Harald Aschauer. No association of the neuropeptide Y (Leu7Pro) and ghrelin gene (Arg51Gln, Leu72Met, Gln90Leu) single nucleotide polymorphisms with eating disorders. Nordic Journal of Psychiatry, 65(3):203-207, June 2011. [ bib | DOI ]
[64] Bettina Grün and Kurt Hornik. topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13):1-30, 2011. [ bib | http ]
[65] 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 ]
[66] Sara Dolnicar, Anna Hurlimann, and Bettina Grün. What affects public acceptance of recycled and desalinated water? Water Research, 45(2):933-943, January 2011. [ bib | DOI ]
[67] 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 (EMAC), 2010. [ bib ]
[68] 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 ]
[69] 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 ]
[70] Sara Dolnicar and Bettina Grün. Response style contamination of student evaluation data. Journal of Marketing Education, 31(2):160-172, August 2009. [ bib | DOI ]
[71] 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 ]
[72] 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 ]
[73] Bettina Grün and Achim Zeileis. Automatic generation of exams in R. Journal of Statistical Software, 29(10):1-14, 2009. [ bib | http ]
[74] 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 ]
[75] 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, September 2008. [ bib | http ]
[76] 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 ]
[77] Bettina Grün and Friedrich Leisch. Finite mixtures of generalized linear regression models. In Shalabh and Christian Heumann, editors, Recent Advances in Linear Models and Related Areas, pages 205-230. Springer, 2008. [ bib | DOI ]
[78] Sara Dolnicar, Bettina Grün, and Huong Le. Cross-cultural comparisons of tourist satisfaction: Assessing analytical robustness. In Atila Yüksel, editor, Tourist Satisfaction and Complaining Behavior: Measurement and Management Issues in the Tourism and Hospitality Industry, pages 137-150. Nova Science Publishers, Hauppauge, NY, 2008. [ bib ]
[79] Sara Dolnicar and Bettina Grün. Challenging “factor-cluster segmentation”. Journal of Travel Research, 47(1):63-71, 2008. [ bib | DOI ]
[80] Sara Dolnicar and Bettina Grün. Question stability in brand image measurement - Comparing alternative answer formats and accounting for heterogeneity in descriptive models. Australasian Marketing Journal, 15(2):26-41, 2007. [ bib | DOI ]
[81] Sara Dolnicar and Bettina Grün. User-friendliness of answer formats - An empirical comparison. Australasian Journal of Market & Social Research, 15(1):19-28, June 2007. [ bib ]
[82] Sara Dolnicar and Bettina Grün. Assessing analytical robustness in cross-cultural comparisons. International Journal of Culture, Tourism and Hospitality Research, 1(2):140-160, 2007. [ bib | DOI ]
[83] Bettina Grün and Friedrich Leisch. Fitting finite mixtures of generalized linear regressions in R. Computational Statistics & Data Analysis, 51(11):5247-5252, July 2007. [ bib | DOI ]
[84] Bettina Grün, Sara Dolnicar, and John R. Rossiter. Extending Rungie et al.'s model of brand image stability to account for heterogeneity. In CD Proceedings of the 36th European Marketing Academy Conference (EMAC), 2007. [ bib ]
[85] Melanie Randle, Bettina Grün, and Sara Dolnicar. Segmenting the volunteer market: Learnings from an Australian study. In CD Proceedings of the 36th European Marketing Academy Conference (EMAC), 2007. [ bib ]
[86] Bettina Grün and Friedrich Leisch. Flexmix: An R package for finite mixture modelling. R News, 7(1):8-13, April 2007. [ bib | http | .pdf ]
[87] Sara Dolnicar and Bettina Grün. Cross-cultural differences in survey response patterns. International Marketing Review, 24(2):127-143, 2007. [ bib | DOI ]
[88] Sara Dolnicar and Bettina Grün. How constrained a response: A comparison of binary, ordinal and metric answer formats. Journal of Retailing and Consumer Services, 14(2):108-122, March 2007. [ bib | DOI ]
[89] Bettina Grün and Friedrich Leisch. Testing for genuine multimodality in finite mixture models: Application to linear regression models. In Hans-Joachim Lenz and Reinhold Decker, editors, Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006, Studies in Classification, Data Analysis, and Knowledge Organization, pages 209-216. Springer-Verlag, 2007. [ bib | DOI ]
[90] Sara Dolnicar and Bettina Grün. The user-friendliness of alternative answer formats. In CD Proceedings of the Australian and New Zealand Marketing Academy (ANZMAC), 2006. [ bib ]
[91] Sara Dolnicar and Bettina Grün. Answer format suitability - The interdependence of answer format and construct measured. In CD Proceedings of the Australian and New Zealand Marketing Academy (ANZMAC), 2006. [ bib ]
[92] Bettina Grün and Friedrich Leisch. Fitting finite mixtures of linear regression models with varying & fixed effects in R. In Alfredo Rizzi and Maurizio Vichi, editors, Compstat 2006 - Proceedings in Computational Statistics, pages 853-860. Physica Verlag, Heidelberg, Germany, 2006. [ bib ]
[93] Friedrich Leisch and Bettina Grün. Extending standard cluster algorithms to allow for group constraints. In Alfredo Rizzi and Maurizio Vichi, editors, Compstat 2006 - Proceedings in Computational Statistics, pages 885-892. Physica Verlag, Heidelberg, Germany, 2006. [ bib ]
[94] Bettina Grün and Friedrich Leisch. Finite mixture model diagnostics using the parametric bootstrap. In Wilfried Elmenreich and Hans Kaiser, editors, Proceedings of the Junior Scientist Conference 2006, pages 301-302, Vienna, Austria, April 2006. Vienna University of Technology. [ bib ]
[95] Michael Hahsler, Bettina Grün, and Kurt Hornik. arules - A computational environment for mining association rules and frequent item sets. Journal of Statistical Software, 14(15):1-25, October 2005. [ bib | http ]
[96] Bettina Grün and Friedrich Leisch. Bootstrapping finite mixture models. In Jaromir Antoch, editor, Compstat 2004 - Proceedings in Computational Statistics, pages 1115-1122. Physica Verlag, Heidelberg, Germany, 2004. [ bib ]
[97] Sara Dolnicar, Bettina Grün, and Friedrich Leisch. Time efficient brand image measurement - Is binary format sufficient to gain the market insight required? In CD Proceedings of the 33rd European Marketing Academy Conference (EMAC), 2004. [ bib ]

Bettina.Gruen@wu.ac.at