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Eine Ebene höher- Fakultäten (104110)
- Mathematik, Informatik und Statistik (5006)
- Statistik (2226)
- Lehrstühle/Arbeitsgruppen (640)
- Method(olog)ische Grundlagen der Statistik und ihre Anwendungen (89)
- Lehrstühle/Arbeitsgruppen (640)
- Statistik (2226)
- Mathematik, Informatik und Statistik (5006)
Anzahl der Publikationen auf dieser Ebene: 89
2023
Blocher, Hannah 
ORCID: https://orcid.org/0009-0008-3565-9709; Schollmeyer, Georg ORCID: https://orcid.org/0000-0002-6199-1886; Jansen, Christoph und Nalenz, Malte ORCID: https://orcid.org/0000-0003-3439-4469
(2023):
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms.
International Symposium on Imprecise Probability: Theories and Applications, Oviedo, Spain, 11-14 July 2023.
In: Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications,
S. 59-71
ORCID: https://orcid.org/0009-0008-3565-9709; Schollmeyer, Georg ORCID: https://orcid.org/0000-0002-6199-1886; Jansen, Christoph und Nalenz, Malte ORCID: https://orcid.org/0000-0003-3439-4469
(2023):
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms.
International Symposium on Imprecise Probability: Theories and Applications, Oviedo, Spain, 11-14 July 2023.
In: Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications,
S. 59-71
Marquardt, Alexander; Rodemann, Julian ORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas
(11. Juli 2023):
An Empirical Study of Prior-Data Conflicts in
Bayesian Neural Networks.
13th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA) 2023, Oviedo, Spain, 11-14 July, 2023.
[PDF, 1MB]
ORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas
(11. Juli 2023):
An Empirical Study of Prior-Data Conflicts in
Bayesian Neural Networks.
13th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA) 2023, Oviedo, Spain, 11-14 July, 2023.
[PDF, 1MB]
Omar, Aziz und Augustin, Thomas ORCID: https://orcid.org/0000-0002-1854-6226
(2023):
Imprecise Learning from Misclassified and Incomplete Categorical Data with Unknown Error Structure.
10th International Conference on Soft Methods in Probability and Statistics (SMPS), Valladolid, Spain, 14. -16. September 2022.
In: Building Bridges between Soft and Statistical Methodologies for Data Science, Advances in Intelligent Systems and Computing
Bd. 1433
Cham: Springer. S. 295-302
ORCID: https://orcid.org/0000-0002-1854-6226
(2023):
Imprecise Learning from Misclassified and Incomplete Categorical Data with Unknown Error Structure.
10th International Conference on Soft Methods in Probability and Statistics (SMPS), Valladolid, Spain, 14. -16. September 2022.
In: Building Bridges between Soft and Statistical Methodologies for Data Science, Advances in Intelligent Systems and Computing
Bd. 1433
Cham: Springer. S. 295-302
Rodemann, Julian ORCID: https://orcid.org/0000-0001-6112-4136; Augustin, Thomas und de Heide, Rianne
(11. Juli 2023):
Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference.
13th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2023), Oviedo, Spain, 11-14 July, 2023.
[PDF, 354kB]
ORCID: https://orcid.org/0000-0001-6112-4136; Augustin, Thomas und de Heide, Rianne
(11. Juli 2023):
Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference.
13th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2023), Oviedo, Spain, 11-14 July, 2023.
[PDF, 354kB]
Rodemann, Julian ORCID: https://orcid.org/0000-0001-6112-4136
(23. April 2023):
Pseudo-Label Selection: Insights From Decision Theory.
Young Statisticians Lecture Series - Modern Statistical Methods for Life Sciences, virtual, April 18th, 2023.
[PDF, 1MB]
ORCID: https://orcid.org/0000-0001-6112-4136
(23. April 2023):
Pseudo-Label Selection: Insights From Decision Theory.
Young Statisticians Lecture Series - Modern Statistical Methods for Life Sciences, virtual, April 18th, 2023.
[PDF, 1MB]
2022
Rodemann, Julian ORCID: https://orcid.org/0000-0001-6112-4136; Fischer, Sebastian; Schneider, Lennart; Nalenz, Malte und Augustin, Thomas
(13. Dezember 2022):
Not All Data Are Created Equal: Lessons From Sampling Theory For Adaptive Machine Learning.
IMS International Conference on Statistics and Data Science (ICSDS), Florenz, December 13, 2022 - December 16, 2022.
[PDF, 1MB]
ORCID: https://orcid.org/0000-0001-6112-4136; Fischer, Sebastian; Schneider, Lennart; Nalenz, Malte und Augustin, Thomas
(13. Dezember 2022):
Not All Data Are Created Equal: Lessons From Sampling Theory For Adaptive Machine Learning.
IMS International Conference on Statistics and Data Science (ICSDS), Florenz, December 13, 2022 - December 16, 2022.
[PDF, 1MB]
2021
Fütterer, Cornelia; Nalenz, Malte und Augustin, Thomas
(11. November 2021):
Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection.
Department of Statistics: Technical Reports, Nr. 239
[PDF, 436kB]
Nalenz, Malte und Augustin, Thomas
(11. November 2021):
Cultivated Random Forests: Robust Decision Tree
Learning through Tree Structured Ensembles.
Department of Statistics: Technical Reports, Nr. 240
[PDF, 463kB]
2018
Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas
(24. April 2018):
Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences.
Department of Statistics: Technical Reports, Nr. 216
[PDF, 672kB]
Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas
(2018):
A probabilistic evaluation framework for preference aggregation reflecting group homogeneity.
In: Mathematical Social Sciences, Bd. 96:
49 - 62
Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas
(2018):
Concepts for decision making under severe uncertainty with partial ordinal and partial cardinal preferences.
In: International Journal of Approximate Reasoning, Bd. 98:
112 - 131
2017
Augustin, Thomas; Doria, Serena und Marinacci, Mássimo
(2017):
Imprecise Probability: Theories and Applications. Editorial to Virtual Special Issue on the Ninth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015).
In: International Journal of Approximate Reasoning, Bd. 84: S. 39-40
Augustin, Thomas und Seising, Rudolf
(2017):
Kurt Weichselberger's Contribution to Imprecise Probabilities.
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10 - 14 July 2017.
Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sébastien (Hrsg.):
Bd. 62
PMLR. S. 13-24
Fink, Paul und Augustin, Thomas
(2017):
(Generalized) Linear Regression on Microaggregated Data. From Nuisance Parameter Optimization to Partial Identification.
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10 - 14 July 2017.
Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sébastien (Hrsg.):
Bd. 62
PMLR. S. 157-168
Jansen, Christoph; Augustin, Thomas und Schollmeyer, Georg
(2017):
Decision Theory Meets Linear Optimization Beyond Computation.
Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 14th European Conference, ECSQARU 2017, Lugano, Switzerland, July 10--14, 2017, Proceedings, Lugano, Switzerland, 10 - 14 July 2017.
Antonucci, Alessandro; Cholvy, Laurence und Papini, Odile (Hrsg.):
Cham: Springer International Publishing. S. 329-339
Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas
(2017):
Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences.
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10. - 14. Juli 2017.
Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sébastien (Hrsg.):
Proceedings of Machine Learning Research.
Bd. 62
PMLR. S. 181-192
Plass, Julia; Cattaneo, Marco; Schollmeyer, Georg und Augustin, Thomas
(2017):
On the testability of coarsening assumptions: A hypothesis test for subgroup independence.
In: International Journal of Approximate Reasoning, Bd. 90: S. 292-306
Plass, Julia; Omar, Aziz und Augustin, Thomas
(2017):
Towards a Cautious Modelling of Missing Data in Small Area Estimation.
Tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA ’17), Lugano, Switzerland, July 10-14, 2017.
Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sebastien (Hrsg.):
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications.
Bd. 62
PMLR. S. 253-264
Plass, Julia; Omar, Aziz und Augustin, Thomas
(2017):
Towards a Cautious Modelling of Missing Data in Small Area Estimation.
Tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA ’17), Lugano, July 10-14, 2017.
Antonucci, Alessandro; Corani, Giorgio und Inés, Couso (Hrsg.):
Proceedings of Machine Learning Research.
Bd. 62
PMLR. S. 253-264
Schollmeyer, Georg; Jansen, Christoph und Augustin, Thomas
(31. August 2017):
A simple descriptive method for multidimensional item response theory based on stochastic dominance.
Department of Statistics: Technical Reports, Nr. 210
[PDF, 1MB]
Schollmeyer, Georg; Jansen, Christoph und Augustin, Thomas
(31. August 2017):
Detecting stochastic dominance for poset-valued random variables as an example of linear programming on closure systems.
Department of Statistics: Technical Reports, Nr. 209
[PDF, 2MB]
Schollmeyer, Georg
(31. August 2017):
Lower quantiles for complete lattices.
Department of Statistics: Technical Reports, Nr. 207
[PDF, 528kB]
2016
Baurecht, Hansjörg; Hotze, Melanie; Rodríguez, Elke; Manz, Judith; Weidinger, Stephan; Cordell, Heather J.; Augustin, Thomas und Strauch, Konstantin
(2016):
Compare and Contrast Meta Analysis (CCMA): A Method for Identification of Pleiotropic Loci in Genome-Wide Association Studies.
In: PLOS ONE 11(5), e0154872 [PDF, 718kB]
In: PLOS ONE 11(5), e0154872 [PDF, 718kB]
Endres, Eva und Augustin, Thomas
(2016):
Statistical Matching of Discrete Data by Bayesian Networks.
Eighth International Conference on Probabilistic Graphical Models, Lugano, 6.-9. September 2016.
Antonucci, Alessandro; Corani, Giorgio und Campos, Cassio Polpo de (Hrsg.):
In: Journal of Machine Learning Research Workshop and Conference Proceedings (Proceedings of the Eighth International Conference on Probabilistic Graphical Models),
Bd. 52
S. 159-170
Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas
(5. August 2016):
A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity.
Department of Statistics: Technical Reports, Nr. 193
[PDF, 653kB]
Plass, Julia; Cattaneo, Marco E.G.V.; Schollmeyer, Georg und Augustin, Thomas
(2016):
Testing of coarsening mechanisms: Coarsening at random versus subgroup independence.
.
Ferraro, Maria Brigida; Giordani, Paolo; Vantaggi, Barbara; Gagolewski, Marek; Gil, María Ángeles; Grzegorzewski, Przemyslaw und Hryniewicz, Olgierd (Hrsg.):
In: Advances in Intelligent Systems and Computing,
SMPS. S. 415-422
2015
Augustin, Nicole H.; Mattocks, Calum; Faraway, Julian J.; Greven, Sonja und Ness, Andy R.
(2015):
Modelling a response as a function of high-frequency count data: The association between physical activity and fat mass.
In: Statistical Methods in Medical Research
[PDF, 630kB]
Plass, Julia; Augustin, Thomas; Cattaneo, Marco E.G.V und Schollmeyer, Georg
(2015):
Statistical Modelling under Epistemic Data Imprecision: Some Results on Estimating Multinomial Distributions and Logistic Regression for Coarse Categorical Data.
Ninth International Symposium on Imprecise Probability: Theories and Applications, Pescara, 20.-24. Juli 2015.
Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (Hrsg.):
In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 247-256
Plass, Julia; Fink, Paul; Schöning, Norbert und Augustin, Thomas
(2015):
Statistical Modelling in Surveys without Neglecting the Undecided: Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision.
Ninth International Symposium on Imprecise Probability: Theories and Applications, Pescara, 20.-24. Juli 2015.
Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (Hrsg.):
In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 257-266
Schollmeyer, Georg
(2015):
On the number and characterization of the extreme points of the core of necessity measures on finite spaces.
Ninth International Symposium on Imprecise Probability: Theories and Applications, Pescara, 20.-24. Juli 2015.
Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (Hrsg.):
In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 277-286
2014
Augustin, Thomas; Coolen, Frank P.A.; de Cooman, Gerd und Troffaes, Matthias C.M. (Hrsg.)
(2014):
Introduction to Imprecise Probability.
Chichester: John Wiley & Sons.
Augustin, Thomas; Walter, Gero und Coolen, Frank P. A.
(2014):
Statistical inference.
In: Augustin, Thomas; Coolen, Frank P. A.; de Cooman, Gerd und Troffaes, Matthias C. M. (Hrsg.):
Introduction to Imprecise Probabilities. Chichester: John Wiley & Sons. S. 135-189
Blanchet, Xavier; Cesarek, Katja; Brandt, Johanna; Herwald, Heiko; Teupser, Daniel; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Karshovska, Ela; Mause, Sebastian F.; Siess, Wolfgang; Wasmuth, Hermann; Soehnlein, Oliver; Koenen, Rory R.; Weber, Christian und Hundelshausen, Philipp von
(2014):
Inflammatory role and prognostic value of platelet chemokines in acute coronary syndrome.
In: Thrombosis and Haemostasis, Bd. 112, Nr. 6: S. 1277-1287
ORCID: https://orcid.org/0000-0002-6372-2487; Karshovska, Ela; Mause, Sebastian F.; Siess, Wolfgang; Wasmuth, Hermann; Soehnlein, Oliver; Koenen, Rory R.; Weber, Christian und Hundelshausen, Philipp von
(2014):
Inflammatory role and prognostic value of platelet chemokines in acute coronary syndrome.
In: Thrombosis and Haemostasis, Bd. 112, Nr. 6: S. 1277-1287
Cattaneo, Marco E. G. V.
(2014):
A Continuous Updating Rule for Imprecise Probabilities.
In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette und Yager, Ronald R. (Hrsg.):
Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part III. Berlin: Springer. S. 426-435
Cattaneo, Marco E. G. V.
(2014):
Maxitive Integral of Real-Valued Functions.
In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette und Yager, Ronald R. (Hrsg.):
Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part I. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Montpellier, France, July 15-19, 2014. Pr. Berlin: Springer. S. 226-235
Cattaneo, Marco E.G.V. und Wiencierz, Andrea
(2014):
On the implementation of LIR: the case of simple linear regression with interval data.
In: Computational Statistics, Bd. 29, Nr. 3-4: S. 743-767
Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt und Strobl, Carolin
(2014):
A New Variable Importance Measure for Random Forests with Missing Data.
In: Statistics and Computing, Bd. 24, Nr. 1: S. 21-34
Troffaes, Matthias C.M.; Walter, Gero und Kelly, Dana
(2014):
A Robust Bayesian Approach to Modelling Epistemic Uncertainty in Common-Cause Failure Models.
In: Reliability Engineering & System Safety, Bd. 125: S. 13-21
2013
Bernau, Christoph; Augustin, Thomas und Boulesteix, Anne-Laure
(2013):
Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms.
In: Biometrics, Bd. 69, Nr. 3: S. 693-702
Cattaneo, Marco E.G.V.
(2013):
On the Robustness of Imprecise Probability Method.
Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013.
Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (Hrsg.):
In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications,
Compiègne: SIPTA. S. 33-41
Fink, Paul und Crossman, Richard J.
(2013):
Entropy based classification trees.
Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013.
Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (Hrsg.):
In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications,
Compiègne: SIPTA. S. 139-147
Kopf, Julia; Augustin, Thomas und Strobl, Carolin
(2013):
The potential of Model-based recursive partitioning in the social sciences. Revisiting Ockham's Razor.
In: McArdle, John J. und Ritschard, Gilbert (Hrsg.):
Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences. New York: Routledge, Taylor & Francis Group. S. 75-95
Sarabi-Jamab, Atiye; Araabi, Babak N. und Augustin, Thomas
(2013):
Information-based dissimilarity assessment in Dempster-Shafer theory.
In: Knowledge-Based Systems, Bd. 54: S. 114-127
Schollmeyer, Georg und Augustin, Thomas
(2013):
On Sharp Identification Regions for Regression Under Interval Data.
Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013.
Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (Hrsg.):
In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications,
Compiègne: SIPTA. S. 285-294
Strobl, Carolin; Kopf, Julia und Zeileis, Achim
(2013):
Rasch trees: A New Method for Detecting Differential Item Functioning in the Rasch Model.
In: Psychometrika: S. 1-28
Utkin, Lev V. und Wiencierz, Andrea
(2013):
An Imprecise boosting-like approach to regression.
Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013.
Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (Hrsg.):
In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications,
Compiègne: SIPTA. S. 345-354
Wunder, Christoph; Wiencierz, Andrea; Schwarze, Johannes und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2013):
Well-Being over the Life Span: Semiparametric Evidence from British and German Longitudinal Data.
In: Review of Economics and Statistics, Bd. 95, Nr. 1: S. 154-167
ORCID: https://orcid.org/0000-0002-6372-2487
(2013):
Well-Being over the Life Span: Semiparametric Evidence from British and German Longitudinal Data.
In: Review of Economics and Statistics, Bd. 95, Nr. 1: S. 154-167
2012
Antonucci, Alessandro; Cattaneo, Marco E. G. V. und Corani, Giorgio
(2012):
Likelihood-Based Robust Classification with Bayesian Networks.
In: Greco, Salvatore; Bouchon-Meunier, Bernadette; Coletti, Giulianella; Fedrizzi, Mario; Matarazzo, Benedetto und Yager, Ronald R. (Hrsg.):
Advances in Computational Intelligence. 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings, Part III. Berlin: Springer. S. 491-500
Cattaneo, Marco E.G.V. und Wiencierz, Andrea
(2012):
Likelihood-based Imprecise Regression.
In: International Journal of Approximate Reasoning, Bd. 53, Nr. 8: S. 1137-1154
Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und Kunz, Anne
(2012):
Partially identified prevalence estimation under misclassification using the Kappa coefficient.
In: International Journal of Approximate Reasoning, Bd. 53, Nr. 8: S. 1168-1182
ORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und Kunz, Anne
(2012):
Partially identified prevalence estimation under misclassification using the Kappa coefficient.
In: International Journal of Approximate Reasoning, Bd. 53, Nr. 8: S. 1168-1182
Wiencierz, Andrea und Cattaneo, Marco E. G. V.
(2012):
An Exact Algorithm for Likelihood-Based Imprecise Regression in the Case of Simple Linear Regression with Interval Data.
In: Kruse, Rudolf; Berthold, Michael R.; Moewes, Christian; Gil, María Ángeles; Grzegorzewski, Przemyslaw und Hryniewicz, Olgierd (Hrsg.):
Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Berlin: Springer. S. 293-301
2011
Fischer, Daniel; Bonß, Wolfgang; Augustin, Thomas; Bader, Felix; Pichlbauer, Michaela und Vogl, Dominikus (Hrsg.)
(2011):
Uneindeutigkeit als Herausforderung. Risikokalkulation, Amtliche Statistik und die Modellierung des Sozialen.
1. Neubiberg: Universität der Bundeswehr München.
Antonucci, Alessandro; Cattaneo, Marco E.G.V. und Corani, Giorgio
(2011):
Likelihood-Based Naive Credal Classifier.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 21-30
Augustin, Thomas und Cattaneo, Marco E. G. V.
(2011):
Foundations of Probability.
In: Lovric, Miodrag (Hrsg.):
International Encyclopedia of Statistical Science. Berlin: Springer. S. 542-544
Baker, Rebecca; Coolen-Schrijner, Pauline; Coolen, Frank P.A. und Augustin, Thomas
(2011):
Nonparametric predictive inference for subcategory data.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 41-50
Cattaneo, Marco E.G.V.
(2011):
Belief functions combination without the assumption of independence of the information sources.
In: International Journal of Approximate Reasoning, Bd. 52, Nr. 3: S. 299-315
Cattaneo, Marco E.G.V. und Wiencierz, Andrea
(2011):
Regression with Imprecise Data: A Robust Approach.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 119-128
Coolen, Frank P. A.; Troffaes, Matthias C. M. und Augustin, Thomas
(2011):
Imprecise Probabilities.
In: Lovric, Miodrag (Hrsg.):
International Encyclopedia of Statistical Sciences. Berlin: Springer. S. 645-648
Crossman, Richard J.; Abellan, Joaqín; Augustin, Thomas und Coolen, Frank P.A.
(2011):
Building Imprecise Classification Trees With Entropy Ranges.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 129-138
Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und Kunz, Anne
(2011):
Partially identified prevalence estimation under misclassification using the Kappa coefficient.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 237-246
ORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und Kunz, Anne
(2011):
Partially identified prevalence estimation under misclassification using the Kappa coefficient.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 237-246
Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas und Gefeller, Olaf
(2011):
A robust alternative to the Schemper-Henderson measure of prediction error.
In: Biometrics, Bd. 67, Nr. 2: S. 524-535
Strobl, Carolin; Wickelmaier, Florian und Zeileis, Achim
(2011):
Accounting for individual differences in Bradley-Terry models by means of recursive partitioning.
In: Journal of Educational and Behavioral Statistics, Bd. 36, Nr. 2: S. 135-153
[PDF, 269kB]
Walter, Gero; Augustin, Thomas und Coolen, Frank P.A.
(2011):
On Prior-Data Conflict in Predictive Bernoulli Inferences.
Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011.
Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (Hrsg.):
In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications,
SIPTA. S. 391-400
Wiencierz, Andrea; Greven, Sonja und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2011):
Restricted likelihood ratio testing in linear mixed models with general error covariance structure.
In: Electronic Journal of Statistics, Bd. 5: S. 1718-1734
ORCID: https://orcid.org/0000-0002-6372-2487
(2011):
Restricted likelihood ratio testing in linear mixed models with general error covariance structure.
In: Electronic Journal of Statistics, Bd. 5: S. 1718-1734
2010
Augustin, Thomas; Coolen, Frank P.A.; Troffaes, Matthias C.M. und Moral, Serafín
(2010):
Special issue on imprecise probability in statistical inference and decision making.
In: International Journal of Approximate Reasoning, Bd. 51, Nr. 9: S. 1011-1172
Augustin, Thomas und Hable, Robert
(2010):
On the impact of robust statistics on imprecise probability models: A review.
In: Structural Safety, Bd. 32, Nr. 6: S. 58-365
Cattaneo, Marco E.G.V.
(2010):
Likelihood-based inference for probabilistic graphical models: Some preliminary results.
Fifth European Workshop on Probabilistic Graphical Models, Helsinki, 13.-15. September 2010.
In: Proceedings of the Fifth European Workshop on Probabilistic Graphical Models,
HIIT Publications. S. 57-64
Cattaneo, Marco E.G.V.
(2010):
Probabilistic-possibilistic belief networks.
Vanguard Scientific Instruments in Management 2009, Radva, 1.-6. September 2009.
Marchev, Angel; Angelov, Angel; Harizanova, Margarita; Mirchev, Milcho; Alexandrova, Matilda; Lambovska, Maya und Alexandria, Vasil (Hrsg.):
In: Vanguard Scientific Instruments in Management 2009,
Bd. 2
S. 59-72
Nicodemus, Kristin; Malley, James; Strobl, Carolin und Ziegler, Andreas
(2010):
The behaviour of random forest permutation-based variable importance measures under predictor correlation.
In: BMC Bioinformatics: S. 11-110
Rummel, David; Augustin, Thomas und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2010):
Correction for covariate measurement error in nonparametric longitudinal regression.
In: Biometrics, Bd. 66, Nr. 4: S. 1209-1219
ORCID: https://orcid.org/0000-0002-6372-2487
(2010):
Correction for covariate measurement error in nonparametric longitudinal regression.
In: Biometrics, Bd. 66, Nr. 4: S. 1209-1219
Strobl, Carolin
(2010):
Das Rasch-Modell. Eine verständliche Einführung für Studium und Praxis.
Mering: Hampp Verlag.
Strobl, Carolin; Dittrich, Christian; Seiler, Christian; Hackensperger, Sandra und Leisch, Friedrich
(2010):
Measurement and predictors of a negative attitude towards statistics among LMU students.
In: Kneib, Thomas (Hrsg.):
Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 217-230
Strobl, Carolin; Kopf, Julia und Zeileis, Achim
(2010):
Wissen Frauen weniger oder nur das Falsche? Ein statistisches Modell für unterschiedliche Aufgaben-Schwierigkeiten in Teilstichproben.
In: Trepte, Sabine und Verbeet, Markus (Hrsg.):
Allgemeinbildung in Deutschland - Erkenntnisse aus dem SPIEGEL-Studentenpisa. Wiesbaden: Springer VS. S. 255-272
Tutz, Gerhard und Strobl, Carolin
(2010):
Generalisierte lineare Modelle.
In: Schmitz, Bernhard und Holling, Heinz (Hrsg.):
Handbuch der psychologischen Methoden und Evaluation. Göttingen: Hogrefe Verlag. S. 461-471
Walter, Gero und Augustin, Thomas
(2010):
Bayesian Linear Regression - Different Conjugate Models and their (In)Sensitivity to Prior-Data Conflict.
In: Kneib, Thomas (Hrsg.):
Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 59-78
2009
Boulesteix, Anne-Laure und Strobl, Carolin
(2009):
Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction.
In: BMC Medical Research Methodology, Bd. 9, Nr. 85
Bronevich, Andrej und Augustin, Thomas
(2009):
Approximation of coherent lower probabilities by 2-monotone measures.
Fifth International Symposium on Imprecise Probabilities and their Applications, Prag, 16.-19. Juli 2007.
In: Fifth International Symposium on Imprecise Probabilities and their Applications,
Durham (UK): S. 61-69
Cattaneo, Marco E.G.V.
(2009):
A generalization of credal networks.
Sixth International Symposium on Imprecise Probability: Theories and Applications, Durham, 14.-18. Juli 2009.
Augustin, Thomas; Coolen, Frank P.A.; Moral, Serafín und Troffaes, Matthias C.M. (Hrsg.):
In: ISIPTA'09, Proceedings of the Sixth International Symposium on Imprecise Probability: Theories and Applications,
S. 79-88
Coolen, Frank P.A. und Augustin, Thomas
(2009):
A nonparametric predictive alternative to the imprecise Dirichlet model: The case of a known number of categories.
In: International Journal of Approximate Reasoning, Bd. 50: S. 217-230
Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas; Troffaes, Matthias C.M. und Gupta, S.
(2009):
Imprecision in Statistical Theory and Practice.
Greensboro: Grace.
Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Troffaes, Matthias C.M. und Augustin, Thomas
(2009):
Imprecision in statistical theory and practice.
In: Journal of Statistical Theory and Practice, Bd. 3: S. 1-9
Einbeck, Jochen und Augustin, Thomas
(2009):
On design-weighted local fitting and its relation to the Horvitz-Thompson estimator.
In: Statistica Sinica, Bd. 19: S. 103-123
Mihalyi, Andreas; Deml, Barbara und Augustin, Thomas
(2009):
A contribution to integrated driver modeling: A coherent framework for modeling both non-routine and routine elements of the driving task.
In: Duffy, Vincent G. (Hrsg.):
2nd International Conference on Digital Human Modeling held at the HCI International (13th International Conference on Human-Computer Interaction). Berlin: Springer. S. 433-442
Neuhaus, Andrea; Augustin, Thomas; Heumann, Christian und Daumer, Martin
(2009):
A review on joint models in biometrical research.
In: Journal of Statistical Theory and Practice, Bd. 3, Nr. 4: S. 855-868
Strobl, Carolin und Augustin, Thomas
(2009):
Adaptive selection of extra cutpoints - an approach towards reconciling robustness and interpretability in classification trees.
In: Journal of Statistical Theory and Practice, Bd. 3, Nr. 1: S. 119-135
Strobl, Carolin; Hothorn, Torsten und Zeileis, Achim
(2009):
Party on! A new, conditional variable importance measure available in the party package.
In: The R Journal, Bd. 1, Nr. 2: S. 14-17
Strobl, Carolin; Malley, James und Tutz, Gerhard
(2009):
An introduction to recursive partitioning: Rationale, application and characteristics of classification and regression trees, bagging and random forests.
In: Psychological Methods, Bd. 14, Nr. 4: S. 323-348
Walter, Gero und Augustin, Thomas
(2009):
Imprecision and prior-data conflict in generalized Bayesian inference.
In: Journal of Statistical Theory and Practice, Bd. 3: S. 255-271