Classification: 1113: Mathematical statistics

Publications

Book (monograph)

2018 Dolnicar, Sara, Grün, Bettina, Leisch, Friedrich. 2018. Market Segmentation Analysis: Understanding It, Doing It, and Making It Useful. Management for Professionals: Springer. (Details)

Journal article

2021 Brosnan, Kylie, Grün, Bettina, Sara, Dolnicar. 2021. Cognitive load reduction strategies in questionnaire design. International Journal of Market Research (früher: Journal of the Market Research Society). 63 (2), 125-133. (Details)
  Fissler, Tobias, Frongillo, Rafael, Hlavinova, Jana, Rudloff, Birgit. 2021. Forecast evaluation of quantiles, prediction intervals, and other set-valued functionals. Electronic Journal of Statistics. 15 (1), 1034-1084. open access (Details)
  Grün, Bettina, Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia. 2021. How many data clusters are in the Galaxy data set? Bayesian cluster analysis in action. Advances in Data Analysis and Classification. open access (Details)
  Grün, Bettina, Hofmarcher, Paul. 2021. Identifying Groups of Determinants in Bayesian Model Averaging Using Dirichlet Process Clustering. Scandinavian Journal of Statistics. 48 (3), 1018-1045. open access (Details)
  Omerovic, Sanela, Friedl, Herwig, Grün, Bettina. 2021. Modelling Multiple Regimes in Economic Growth by Mixtures of Generalised Nonlinear Models. Econometrics and Statistics. (Details)
  Miljkovic, Tatjana, Grün, Bettina. 2021. Using Model Averaging to Determine Suitable Risk Measure Estimates. North American Actuarial Journal. (Details)
  Knezevic Cvelbar, Ljubica, Grün, Bettina, Dolnicar, Sara. 2021. “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. (Details)
2020 Hajibaba, Homa, Grün, Bettina, Dolnicar, Sara. 2020. Improving the stability of market segmentation analysis. International Journal of Contemporary Hospitality Management. 32 (4), 1393-1411. (Details)
  Sablica, Lukas, Hornik, Kurt. 2020. mistr: A Computational Framework for Mixture and Composite Distributions. The R Journal. 12 (1), 283-299. open access (Details)
  Dolnicar, Sara, Grün, Bettina, Juvan, Emil. 2020. Reducing the plate waste of families at hotel buffets - A quasi-experimental field study. Tourism Management. 80 (10410) open access (Details)
2019 Dolnicar, Sara, Knezevic Cvelbar, Ljubica, Grün, Bettina. 2019. A sharing-based approach to enticing tourists to behave more environmentally friendly. Journal of Travel Research. 58 (2), 241-252. (Details)
  Dolnicar, Sara, Knezevic Cvelbar, Ljubica, Grün, Bettina. 2019. Changing service settings for the environment: How to reduce negative environmental impacts without sacrificing tourist satisfaction. Annals of Tourism Research. 76 301-304. (Details)
  Grün, Bettina, Miljkovic, Tatjana. 2019. Extending composite loss models using a general framework of advanced computational tools. Scandinavian Actuarial Journal. 2019 (8), 642-660. (Details)
  Malsiner-Walli, Gertraud, Hofmarcher, Paul, Grün, Bettina. 2019. Semi-parametric regression under model uncertainty: Economic applications. Oxford Bulletin of Economics and Statistics. 81 (5), 1117-1143. open access (Details)
2018 Juvan, Emil, Grün, Bettina, Dolnicar, Sara. 2018. Biting Off More Than They Can Chew: Food Waste at Hotel Breakfast Buffets. Journal of Travel Research. 57 (2), 232-242. (Details)
  Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud, Grün, Bettina. 2018. Discussion of "Bayesian Cluster Analysis: Point Estimation and Credible Balls" by Sara Wade and Zoubin Ghahramani. Bayesian Analysis. 13 (2), 601-603. open access (Details)
  Brosnan, Kylie, Grün, Bettina, Dolnicar, Sara. 2018. Identifying superfluous survey items. Journal of Retailing and Consumer Services. 43 39-45. open access (Details)
2017 Grün, Bettina, Dolnicar, Sara, Knezevic Cvelbar, Ljubica. 2017. Do pro-environmental appeals trigger pro-environmental behavior in hotel guests? Journal of Travel Research. 56 (8), 988-997. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2017. Identifying mixtures of mixtures using Bayesian estimation. Journal of Computational and Graphical Statistics. 26 (2), 285-295. open access (Details)
  Grün, Bettina, Dolnicar, Sara. 2017. In a galaxy far, far away ... market yourself differently. Journal of Travel Research. 56 (5), 593-598. (Details)
  Grün, Bettina, Piccoli, Gabriele, Lui, Tsz-Wai. 2017. The impact of IT-enabled customer service systems on service personalization, customer service perceptions, and hotel performance. Tourism Management. 59 349-362. (Details)
  Knezevic Cvelbar, Ljubica, Dolnicar, Sara, Grün, Bettina. 2017. Which hotel guest segments reuse towels? Selling sustainable tourism services through target marketing. Journal of Sustainable Tourism. 25 (7), 921-934. (Details)
2016 Greimel, Franz, Zeiringer, Bernhard, Höller, Norbert, Grün, Bettina, Godina, Reinhold, Schmutz, Stefan. 2016. A method to detect and characterize sub-daily flow fluctuations. Hydrological Processes. 30 (13), 2063-2078. (Details)
  Grün, Bettina, Dolnicar, Sara, Leisch, Friedrich. 2016. Increasing sample size compensates for data problems in segmentation studies. Journal of Business Research. 69 (2), 992-999. (Details)
  Miljkovic, Tatjana, Grün, Bettina. 2016. Modeling loss data using mixtures of distributions. Insurance, Mathematics and Economics. 70 387-396. (Details)
  Grün, Bettina, Dolnicar, Sara. 2016. Response-style corrected market segmentation for ordinal data. Marketing Letters. 27 (4), 729-741. (Details)
2015 Cliff, Katie, Grün, Bettina, Ville, Simon, Dolnicar, Sara. 2015. A conceptual framework of skilled female migrant retention. Economic Papers. 34 (3), 118-127. (Details)
  Hofmarcher, Paul, Crespo Cuaresma, Jesus, Grün, Bettina, Hornik, Kurt. 2015. Last Night a Shrinkage Saved My Life: Economic Growth, Model Uncertainty and Correlated Regressors. Journal of Forecasting 34, 133-144. open access (Details)
  Hofmarcher, Paul, Crespo Cuaresma, Jesus, Grün, Bettina, Hornik, Kurt. 2015. Last night a shrinkage saved my life: Economic growth, model uncertainty and correlated regressors. Journal of Forecasting. 34 (2), 133-144. (Details)
  Schaarschmidt, Frank, Hofmann, Matthias, Jaki, Thomas, Grün, Bettina, Hothorn, Ludwig A. 2015. Statistical approaches for the determination of cut points in anti-drug antibody bioassays. Journal of Immunological Methods. 418 84-100. (Details)
  Grün, Bettina, Rossiter, John R., Dolnicar, Sara. 2015. Why level-free forced-choice binary measures of brand benefit beliefs work well. International Journal of Market Research (früher: Journal of the Market Research Society). 57 (2), 239-256. (Details)
2014 Hackl, Peter. 2014. Amtliche Statistik und Wissenschaft: Kooperationen am Beispiel der Nut-zung von Mikrodaten. AStA Wirtschafts- und Sozialstatistisches Archiv. 8 227-232. (Details)
  Dolnicar, Sara, Hurlimann, Anna, Grün, Bettina. 2014. Branding water. Water Research. 57 325-338. (Details)
  Kebschull, M., Demmer, R.T., Grün, Bettina, Guarnieri, P., Pavlidis, P., Papapanou, P.N. 2014. Gingival tissue transcriptomes identify distinct periodontitis phenotypes. Journal of Dental Research. 93 (5), 459-468. (Details)
  Dolnicar, Sara, Grün, Bettina. 2014. Including “Don't know” answer options in brand image surveys improves data quality. International Journal of Market Research. 56 (1), 33-50. (Details)
  Hornik, Kurt, Grün, Bettina. 2014. movMF: An R package for fitting mixtures of von Mises-Fisher distributions. Journal of Statistical Software. 58 (1), 1-31. (Details)
  Dolnicar, Sara, Grün, Bettina, Leisch, Friedrich, Schmidt, Kathrin. 2014. Required sample sizes for data-driven market segmentation analyses in tourism. Journal of Travel Research. 53 (3), 296-306. (Details)
2013 Grün, Bettina, Malsiner-Walli, Gertraud. 2013. Discussion of “How to find an appropriate clustering for mixed-type variables with application to socio-economic stratification” by Hennig and Liao. Journal of the Royal Statistical Society: Series C (Applied Statistics). 62 350-351. (Details)
  Dolnicar, Sara, Grün, Bettina, Yanamandram, Venkata. 2013. Dynamic, interactive survey questions can increase survey data quality. Journal of Travel and Tourism Marketing. 30 (7), 690-699. (Details)
  Dolnicar, Sara, Grün, Bettina. 2013. Validly measuring destination image in survey studies. Journal of Travel Research. 52 (1), 3-13. (Details)
  Dolnicar, Sara, Grün, Bettina. 2013. “Translating” between survey answer formats. Journal of Business Research. 66 (9), 1298-1306. (Details)
2012 Grün, Bettina, Kosmidis, Ioannis, Zeileis, Achim. 2012. Extended beta regression in R: Shaken, stirred, mixed, and partitioned. Journal of Statistical Software. 48 (11), 1-25. (Details)
  Grün, Bettina, Scharl, Theresa, Leisch, Friedrich. 2012. Modelling time course gene expression data with finite mixtures of linear additive models. Bioinformatics. 28 (2), 222-228. (Details)
  Dolnicar, Sara, Hurlimann, Anna, Grün, Bettina. 2012. Water conservation behavior in Australia. Journal of Environmental Management. 105 44-52. (Details)
  Dolnicar, Sara, Rossiter, John R., Grün, Bettina. 2012. “Pick-any” measures contaminate brand image studies. International Journal of Market Research (früher: Journal of the Market Research Society). 54 (6), 821-834. (Details)
2011 Dolnicar, Sara, Grabler, Klaus, Grün, Bettina, Kulnig, Anna. 2011. Key drivers of behavioural loyalty in airline choice. Tourism Management. 32 (5), 1020-1026. (Details)
  Kindler, Jochen, Bailer, Ursula, de Zwaan, Martina, Fuchs, Karoline, Leisch, Friedrich, Grün, Bettina, Strnad, Alexandra, Stojanovic, Mirjana, Windisch, Julia, Lennkh-Wolfsberg, Claudia, El-Giamal, Nadja, Sieghart, Werner, Kasper, Siegfried, Aschauer, Harald. 2011. 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. (Details)
  Dolnicar, Sara, Grün, Bettina, Leisch, Friedrich. 2011. Quick, simple and reliable: Forced binary survey questions. International Journal of Market Research. 53 (2), 231-252. (Details)
2010 Hackl, Peter. 2010. Amtliche Statistik und universitäre Forschung. Austrian Journal of Statistics. 39 9-18. (Details)
2008 Hackl, Peter, Nina, Djahangiri, 2008. Measurement of e-Commerce. Statistische Nachrichten. 63 304-310. (Details)
  Hackl, Peter, Werner, Holzer, 2008. Quality Management: A Pragmatic Approach – Experiences and Results. Statistica. 2 121-131. (Details)
2005 Hahsler, Michael, Grün, Bettina, Hornik, Kurt. 2005. arules - A computational environment for mining association rules and frequent item sets. Journal of Statistical Software. 14 (15), 1-25. (Details)
2004 Hackl, Peter, Denk, Michaela. 2004. Data Integration: Techniques and Evaluation. Austrian Journal of Statistics. 33 135-152. (Details)
2000 Hackl, Peter, Anders H., Westlund, 2000. On Structural Equation Modeling for Customer Satisfaction Measurement. Total Quality Management. 11 820-825. (Details)
1997 Hackl, Peter, G., Gfatter,, Friedrich, Braun, 1997. Effects of Soap and Detergents on Skin Surface pH, Stratum corneum Hy-dration and Fat Content in Infants. Dermatology. 195 (3), 258-262. (Details)
  Hackl, Peter, Günther, Sedlacek, 1997. Optimierung durch Kontrolle: Evaluierung der Lehre an der WU. Österreichische Hochschulzeitung. 49 16-107. (Details)
1996 Hackl, Peter, Lars-Eric, öller, Anders H., Westlund,, Kajal, Lahiri, 1996. Forecasting in the Manufactoring Industry. International Journal of Forecasting. 12 325-326. (Details)
1995 Hackl, Peter, e.w., Karl, 1995. Kreditüberwachung auf Basis der Kontodatenanalyse. BankArchiv: Zeitschrift für das gesamte Bank- und Börsenwesen. 43 649-659. (Details)
  Hackl, Peter, Anders H., Westlund, 1995. On Price Elasticities of International Telecommunication Demand. Information Economics and Policy. 7 27-36. (Details)

Chapter in edited volume

2020 Hofmarcher, Paul, Grün, Bettina. 2020. Bayesian Model Averaging. In: Macroeconomic Forecasting in the Era of Big Data, Hrsg. Peter Fuleky, 359-388. Advanced Studies in Theoretical and Applied Econometrics: Springer, Cham. (Details)
2019 Grün, Bettina. 2019. Model-based Clustering. In: Handbook of Mixture Analysis, Hrsg. Sylvia Frühwirth-Schnatter, Gilles Celeux, and Christian P. Robert, 157-192. Chapman & Hall/CRC Handbooks of Modern Statistical Methods: Chapman & Hall. (Details)
2017 Dolnicar, Sara, Grün, Bettina. 2017. Methods in segmentation. In: Segmentation in Social Marketing: Process, Methods and Application, Hrsg. T. Dietrich, S. Rundle-Thile, and K. Kubacki, 93-107. Segmentation in Social Marketing: Process, Methods and Application: Springer Verlag. (Details)
2000 Strasser, Helmut. 2000. Reduction of complexity. In: A Nonparametric Approach to Perception-Based Market Segmentation: Foundations., Hrsg. J. Mazanec and H. Strasser, 99-140. Wien: Springer. (Details)
  Strasser, Helmut. 2000. Statistical Analysis of Consumer Perceptions. In A Nonparametric Approach to Perception-Based Market Segmentation: Foundations., Hrsg. J. Mazanec and H. Strasser, 141-186. Wien: Springer. (Details)
1998 Hackl, Peter. 1998. Discussion on "Teaching Experimental Design" In: Model-Oriented Data Analysis 5, Hrsg. Atkinson, Anthony C., Pronzato, Luc, Wynn, Henry P. 283-284. Heidelberg: Physica-Verlag. (Details)

Edited book (editorship)

2015 Hackl, Peter, Frida, Eeg-Henriksen, Hrsg. 2015. Special Section "Big Data" for Statistical Journal of the IAOS. Amsterdam: IOS Press. (Details)
1989 Hackl, Peter, Hrsg. 1989. Statistical Analysis and Forecasting of Economic Structural Change. Berlin: Springer. (Details)

Contribution to conference proceedings

2021 Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Estimating Bayesian Mixtures of Finite Mixtures with Telescoping Sampling. In CLADAG 2021 Book of Abstracts and Short Papers, Hrsg. Giovanni Camillo Porzio, Carla Rampichini, Chiara Bocci, 340-343. Firenze: Firenze University Press. open access (Details)
  Scharl, Theresa, Grün, Bettina. 2021. Modelling Three-Way RNA Sequencing Data with Mixture of Multivariate Poisson-Lognormal Distribution. In CLADAG 2021 Book of Abstracts and Short Papers, Hrsg. Giovanni Camillo Porzio, Carla Rampichini, Chiara Bocci, 416-419. Firenze: Firenze University Press. open access (Details)
2018 Grün, Bettina, Malsiner-Walli, Gertraud. 2018. Bayesian latent class analysis with shrinkage priors: An application to the Hungarian heart disease data. In ASMOD 2018 - Proceedings of the International Conference on Advances in Statistical Modelling of Ordinal Data, Hrsg. Stefania Capecchi, Francesca Di Iorio, and Rosaria Simone, 13-24. Italien: None. (Details)
2017 Pötzelberger, Klaus. 2017. Estimating the Quantization Dimension: Diffusion Processes. In AIP Conference Proceedings 1728/1, Hrsg. American Institute of Physics, 1-1. College Park, USA: None. (Details)
2016 Pötzelberger, Klaus. 2016. Estimating the dimension of probability distributions. In Proceedings of WSC 2015, Hrsg. ISI, S. 1-10. Amsterdam: ISI/IASC. (Details)
2009 Wild, Fridolin, Hoisl, Bernhard, Burek, Gaston. 2009. Positioning for Conceptual Development using Latent Semantic Analysis. In Proceedings of the EACL Workshop on GEMS: Geometrical Models of Natural Language Semantics, Hrsg. R. Basili and M. Pennacchiotti, 41-48. Athens: Association for Computational Linguistics. (Details)

Paper presented at an academic conference or symposium

2021 Grün, Bettina. 2021. Advances in model-based clustering. 3rd Insurance Data Science Conference, London, United Kingdom, 18.6. Invited Talk (Details)
  Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Estimating Bayesian Mixtures of Finite Mixtures with Telescoping Sampling. 13th Scientific Meeting of Classification and Data Analysis (CLADAG 2021), Online, Italy, 09.09.-11.09. (Details)
2020 Grün, Bettina. 2020. Advances in Bayesian model-based clustering. 16th Predictive Analytics Conference, Tech Gate Vienna, Austria, 13.10.-14.10. (Details)
  Grün, Bettina. 2020. Extending flexmix to model-based clustering with sparse data. useR!2020, München, Germany, 07.07. (Details)
  Frühwirth-Schnatter, Sylvia, Greve, Jan, Grün, Bettina, Malsiner-Walli, Gertraud. 2020. Model-based clustering with Bayesian Gaussian mixtures. Workshop on Models and Learning for Clustering and Classification, Catania, Italy, 11.09. (Details)
2019 Grün, Bettina. 2019. Bayesian model-based clustering with flexible and sparse priors. 12th Scientific Meeting of Classification and Data Analysis (CLADAG 2019)”, Cassino, Italy, 13.09. Invited Talk (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Bridging finite and infinite mixtures. Summer Session of the Working Group on Model-Based Clustering, Vienna, Austria, 15.07. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Identifying mixtures of mixtures using Bayesian estimation. Joint Statistical Meetings (JSM 2019), Denver, Vereinigte Staaten/USA, 29.07. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Identifying mixtures of mixtures using Bayesian estimation. 5th Joint Statistical Meeting DAGStat 2019, München, Deutschland, 21.03. (Details)
  Grün, Bettina. 2019. Tools for model-based clustering in R. useR! 2019, Toulouse, Frankreich, 12.06. Invited Talk (Details)
2018 Grün, Bettina, Malsiner-Walli, Gertraud. 2018. Bayesian latent class analysis with shrinkage priors: An application to the Hungarian heart disease data. Second International Conference on Advances in Statistical Modelling of Ordinal Data (ASMOD 2018)”, Naples, Italy, 26.10. (Details)
  Grün, Bettina. 2018. Discussion of the invited papers session “Prior specifications for finite Bayesian mixture models”. Joint Statistical Meetings (JSM 2018), Vancouver, Kanada, 02.08. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Summer Session of the Working Group on Model-Based Clustering, Ann Arbor, United States/USA, 18.07. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Joint Statistical Meetings (JSM 2018), Vancouver, Kanada, 01.08. (Details)
  Grün, Bettina. 2018. Prior specification in Bayesian latent class analysis. Workshop “Challenges for Categorical Data Analysis (CCDA 2018)”, Aachen, Germany, 23.10. (Details)
  Martin, Florian. 2018. Service level selection and pricing for multimodal package distribution networks. EURO/ALIO 2018 Conference, Bologna, Italien, 25.06.-27.06. (Details)
  Martin, Florian. 2018. Service level selection and pricing for multimodal package distribution networks. Odysseus 2018 Conference, Cagliari, Italien, 03.06.-08.06. (Details)
  Grün, Bettina. 2018. Tools and methods for model-based clustering in R. Septième Rencontres R, Rennes, Frankreich, 05.07. (Details)
2017 Grün, Bettina, Dolnicar, Sara. 2017. Joint model-based clustering for ordinal survey data. 10th International Conference of the ERCIM Working Group on Computational and Methodological Statistics”, London, Großbritannien, 16.12.-18.12. (Details)
  Pötzelberger, Klaus. 2017. Local Alternatives of Signal Detection Tests. CFE-CM Statistics 2017, London, Großbritannien, 16.12.-18.12. (Details)
  Brosnan, Kylie, Grün, Bettina, Dolnicar, Sara. 2017. PC, phone or tablet? Use, preference and completion rates for web surveys. PUMA Symposium “Stichprobenverfahren und Repräsentativität - Zufällige und nichtzufällige Auswahltechniken zur Datenerhebung in den Sozialwissenschaften”, Linz, Österreich, 13.10. (Details)
2016 Pötzelberger, Klaus. 2016. Estimating the Quantization Dimension: Diffusion Processes. World Congress: 11th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, Ra Rochelle, Frankreich, 05.07.-08.07. (Details)
  Pötzelberger, Klaus. 2016. Properties of estimators of the quantization dimension of distributions. CFE-CM Statistics 2016, Sevilla, Spanien, 9.12.-11.12. (Details)
  Pötzelberger, Klaus. 2016. Properties of estimators of the quantization dimension of distributions. CFE-CM Statistics 2016, Sevilla, Spanien, 9.12.-11.12. (Details)
  Pötzelberger, Klaus. 2016. Properties of Estimators of the Quantization Dimension of Distributions. CFE-CMStatistics, Sevilla, Spanien, 09.12.-12.12. (Details)
2015 Grün, Bettina. 2015. Bayesian regularized mixture models. Summer Session of the Working Group on Model-Based Clustering, Seattle, Vereinigte Staaten/USA, 20.07. (Details)
  Pötzelberger, Klaus. 2015. Consistency of estimators of dimension. 9th CEF 2015, London, Großbritannien, 11. - 14. 12. 2015. (Details)
  Grün, Bettina. 2015. Current status and future directions for The R Journal. R Summit & Workshop 2015, Copenhagen Business School, Dänemark, 28.06. (Details)
  Pötzelberger, Klaus. 2015. Estimating the dimension of probability distributions. WSC 2015, Rio de Janeiro, Brasilien, 26. - 31. 07. 2015. (Details)
  Grün, Bettina. 2015. Mixture models for ordinal data. International Workshop “Alternative Perspectives in Ordinal Data Modelling”, Naples, Italien, 26.10. (Details)
  Grün, Bettina, Malsiner-Walli, Gertraud. 2015. Regularizing finite mixtures of Gaussian distributions. 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG 2015), Santa Margherita di Pula, Italien, 08.10. (Details)
2014 Grün, Bettina. 2014. Flexible and sparse Bayesian model-based clustering. Workshop on “Clustering Methods and Their Applications" Free University of Bozen-Bolzano, Italien, 28.11. (Details)
  Grün, Bettina. 2014. Flexible and sparse Bayesian model-based clustering. Oberseminar Datenanalyse und Statistik, University of Augsburg, Deutschland, 24.10. (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2014. Identifying mixtures of mixtures using Bayesian estimation. Olomoucian Days of Applied Mathematics 2015 (ODAM), Palacký University, Olomouc, Tschechische Republik, 21.05. (Details)
  Grün, Bettina. 2014. Mixture models for text mining in R. 14th Annual Conference of the European Network for Business and Industrial Statistics (ENBIS-14), Johannes Kepler University Linz, Österreich, 23.09. (Details)
  Grün, Bettina, Hornik, Kurt. 2014. On standard conjugate families for natural exponential families with bounded natural parameter space. 1th German Probability and Statistics Days 2014, Ulm, Deutschland, 07.03. (Details)
2013 Grün, Bettina, Ponweiser, Martin, Hornik, Kurt. 2013. Finding scientific topics revisited. SIS 2013 Statistical Conference: Advances in Latent Variables - Methods, Models and Applications, Brescia, Italien, 19.06. (Details)
  Grün, Bettina. 2013. Modeling longitudinal data with finite mixtures of regression models. 7th International Workshop on Simulation, Rimini, Italien, 23.05. (Details)
  Grün, Bettina, Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia. 2013. On prior choice in Bayesian model-based clustering. Summer Session of the Working Group on Model-Based Clustering, Bologna, Italien, 26.07. (Details)
  Dolnicar, Sara, Grün, Bettina, Leisch, Friedrich. 2013. Sample size requirements for market segmentation studies. IIBSoR Research Retreat, Shoalhaven Heads, Australien, 06.02. (Details)
2012 Gruber, Kathrin, Hatzinger, Reinhold. 2012. Generating matrices with ordinal responses and fixed margins. International Workshop on Psychometric Computing, Innsbruck, Österreich, 09.02.-10.02.. (Details)
  Grün, Bettina. 2012. Flexible modeling of mixtures of regressions. Summer Session of the Working Group on Model-Based Clustering, Guelph, Kanada, 19.07. (Details)
  Grün, Bettina. 2012. Mixture models in text mining. FSP Empirical Economics and Econometrics (EmpEc), Innsbruck, Österreich, 20.03. (Details)
2011 Gruber, Kathrin, Hatzinger, Reinhold. 2011. Generating matrices with ordinal responses and fixed margins. The 16th Young Statisticans Meeting, Rijeka, Kroatien, 14.10.-16.10.. (Details)
  Zeileis, Achim, Grün, Bettina, Cribari-Neto, Francisco. 2011. Beta regression: Shaken, stirred, mixed, and partitioned. useR! 2011, Warwick, Großbritannien, 16.8.-18.08. (Details)
  Grün, Bettina, Hornik, Kurt. 2011. Fitting finite mixtures of von Mises-Fisher distributions using the R package movMF. 4th International Conference of the ERCIM Working Group on Computing & Statistics, London, Großbritannien, 17.12-19.12. (Details)
  Grün, Bettina. 2011. Mixture models in text mining - Tools in R. BioMed-S Retreat, Bernried, Deutschland, 08.11. (Details)
2010 Grün, Bettina, Hornik, Kurt. 2010. topicmodels: An R package for fitting topic models. 3rd International Conference of the ERCIM Working Group on Computing & Statistics, London, Großbritannien, 10.12.-12.12. (Details)
2009 Hackl, Peter. 2009. Using Administrative Data at Statistics Austria: Legal Provisions. DGINS Conference, La Valetta, Malta, 01.10. (Details)
2008 Hackl, Peter, Thomas, Burg,, Werner, Holzer, 2008. Quality Sheet: Documentation of Quality Indicators at Statistics Austria. European Conference on Quality in Official Statistics, Rome, Italy, 09.07.-11.07. (Details)
2005 Grün, Bettina, Leisch, Friedrich. 2005. Analyzing the model fit of finite mixture models. “Joint Statistical Meetings (JSM 2005), Minneapolis, Vereinigte Staaten/USA, 7.8.-11.8. (Details)

Poster presented at an academic conference or symposium

2017 Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2017. Inferring components and clusters in Bayesian finite mixture modelling. Summer Session of the Working Group on Model-Based Clustering, Perugia, Italien, 18.07. (Details)
2013 Grün, Bettina, Hornik, Kurt. 2013. movMF: An R package for fitting mixtures of von Mises-Fisher distributions. Summer Session of the Working Group on Model-Based Clustering, Bologna, Italien, 23.07. (Details)
2011 Gruber, Kathrin, Hatzinger, Reinhold. 2011. Generating matrices with ordinal responses and fixed margins. 17th International Meeting of the Psychometric Society, Hong Kong, China, 19.07.-22.07.. (Details)
2006 Grün, Bettina, Leisch, Friedrich. 2006. Finite mixture model diagnostics using the parametric bootstrap. Junior Scientist Conference (JSC), Wien, Österreich, 19.04.-21.04. (Details)

Working/discussion paper, preprint

2021 Heinrich-Mertsching, Claudio, Fissler, Tobias. 2021. Is the mode elicitable relative to unimodal distributions? (Details)

Research report, expert opinion

2018 Hackl, Peter. 2018. A New Generation of Data for Human Development. New York:UNDP Human Development Report Office. (Details)
2007 Hackl, Peter. 2007. Evolution of National Statistical Systems: The Austrian Case. New York:United Nations Statistics Division. (Details)

Encyclopedia article

2011 Hackl, Peter. 2011. Comparability of Statistics. In International Encyclopedia of Statistical Science, Hrsg. Lovric, Miodrag, 270-273. New York: Springer Verlag. (Details)

Textbook

2012 Hackl, Peter. 2012. Einführung in die Ökonometrie. 2., aktualisierte Auflage. München: Pearson Studium. (Details)

Habilitation

2012 Grün, Bettina. 2012. Flexible detection of groups in data using mixture models. Habilitationsschrift, Johannes Kepler Universität Linz. (Details)

Unpublished lecture

2020 Grün, Bettina. 2020. Different approaches to loss modeling and their impact on risk measure assessment. Research Seminar of the Department of Actuarial Science, University of Lausanne, 23.10.20 (Details)
2018 Grün, Bettina. 2018. Flexible and sparse Bayesian model-based clustering. Dipartimento di Statistica, Informatica, Applicazioni “Giuseppe Parenti”, 2018, 19.12.18 (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Research Seminar of the Department of Statistics, Miami University, Oxford, 24.07.18 (Details)
  Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Research Seminar “Empirical Economics and Econometrics”, University of Innsbruck, 26.06.18 (Details)
  Malsiner-Walli, Gertraud, Hofmarcher, Paul, Grün, Bettina. 2018. Semi-parametric regression under model uncertainty in economic applications. Research Seminar of the Faculty of Economics, University of Ljubljana, 23.04.18 (Details)
2015 Grün, Bettina. 2015. Flexible and sparse Bayesian model-based clustering. Research Seminar of the Institute of Statistics, Graz University of Technology, 19.06.15 (Details)
2014 Grün, Bettina. 2014. An introduction to topic modeling. Research Seminar of the Digital Data Stream Lab, University of Pavia, University of Pavia, 15.04.14 (Details)
2013 Grün, Bettina. 2013. An introduction to flexible finite mixture modeling. Research Seminar of the Department of Mathematical Analysis and Applications of Mathematics, Palacký University, Olomouc, 30.04.13 (Details)

Miscellaneous

2016 Hackl, Peter. 2016. Moving Sums (MOSUM). Wiley StatsRef: Statistics Reference Online. (Details)

Projects

2011
Political Connections and Firms' Performance in CEEC (2011-2014) (Details)
2007
Modelling Unobserved Heterogeneity Using Mixtures (2007-2010) (Details)
2004
Algorithms for computing experimental designs for uncontrolled independent variables (2004-2005) (Details)
2003
OPTIMAL DESIGN FOR CORRELATED PROCESSES AND ITS ROLE IN SPATIAL STATISTICS (2003-2005) (Details)
Random Variate Generation and Markov Chain Monte Carlo (2003-2006) (Details)
2001
mODa6, 6th International Workshop on Model-Oriented Design and Analysis (2001-2001) (Details)
2000
Boundary Crossing Probability (2000-2010) (Details)
1997
Adaptive modelling in economics and management science (1997-2003) (Details)
The analysis of rank order preference data based on Bradley-Terry type models (Details)
1990
Quantization (1990-2010) (Details)
1980
Mathematical foundations of asymptotic statistics (Details)
  • Buch, Arne (Former researcher)
  • Dimitrova, Vaska (Former researcher)
  • Grün, Bettina (Details)
  • Hackl, Peter (Former researcher)
  • Katzenbeisser, Walter (Former researcher)
  • Martin, Florian (Former researcher)
  • Müller, Werner (Former researcher)
  • Pötzelberger, Klaus (Details)
  • Stehlik, Milan (Former researcher)
  • Strasser, Helmut (Details)
  • Zihr, Marcus (Former researcher)