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.
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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.
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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.
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Heinrich-Mertsching, Claudio, Fissler, Tobias. 2021. Is the mode elicitable relative to unimodal distributions? Biometrika.
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| Omerovic, Sanela, Friedl, Herwig, Grün, Bettina. 2021. Modelling Multiple Regimes in Economic Growth by Mixtures of Generalised Nonlinear Models. Econometrics and Statistics. | (Details) | ||
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Fissler, Tobias, Ziegel, Johanna F. 2021. On the elicitability of range value at risk. Statistics and Risk Modeling. 38 (1-2), 25-46.
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| Zhu, Oscar Yuheng, Grün, Bettina, Dolnicar, Sara. 2021. Tourism and Vaccine Hesitancy. Annals of Tourism Research. | (Details) | ||
| Miljkovic, Tatjana, Grün, Bettina. 2021. Using Model Averaging to Determine Suitable Risk Measure Estimates. North American Actuarial Journal. 25 (4), 562-579. | (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) | |
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Sablica, Lukas, Hornik, Kurt. 2020. mistr: A Computational Framework for Mixture and Composite Distributions. The R Journal. 12 (1), 283-299.
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| 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) | ||
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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.
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| 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) | |
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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.
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Brosnan, Kylie, Grün, Bettina, Dolnicar, Sara. 2018. Identifying superfluous survey items. Journal of Retailing and Consumer Services. 43 39-45.
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| 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) | |
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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.
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| 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) | |
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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.
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| 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.
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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.
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| 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 (online), 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), Firenze (online), Italy, 09.09.-11.09. | (Details) | ||
| Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Generalized Mixtures of Finite Mixtures and Telescoping Sampling. Autumn Session of the Working Group on Model-Based Clustering, Athens, Greece, 27.10.-27.10. | (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. 14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), London (online), United Kingdom, 18.12.-20.12. | (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 (online), 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 (online), 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. 5th Joint Statistical Meeting DAGStat 2019, München, Deutschland, 21.03. | (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) | ||
| 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. Joint Statistical Meetings (JSM 2018), Vancouver, Kanada, 01.08. | (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) | ||
| 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) |
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
| 2021 | Grün, Bettina. 2021. Clustering with Bayesian Finite Mixture Models. S3RI Seminar of the Southampton Statistical Sciences Research Institute, University of Southampton (online), 15.10.21 | (Details) | |
| 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 (online), 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)