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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 99

Monographie

Augustin, Thomas; Coolen, Frank P.A.; de Cooman, Gerd und Troffaes, Matthias C.M. (Hrsg.) (2014): Introduction to Imprecise Probability. Chichester: John Wiley & Sons.

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.

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.

Zeitschriftenartikel

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas (2024): Imprecise Bayesian optimization. In: Knowledge-Based Systems, Bd. 300, 112186 [PDF, 2MB]

Nalenz, Malte ORCID logoORCID: https://orcid.org/0000-0003-3439-4469; Rodemann, Julian und Augustin, Thomas (2024): Learning de-biased regression trees and forests from complex samples. In: Machine Learning, Bd. 113: S. 3379-3398 [PDF, 1MB]

Fuetterer, Cornelia; Augustin, Thomas und Fuchs, Christiane (2020): Adapted single-cell consensus clustering (adaSC3). In: Advances in Data Analysis and Classification, Bd. 14, Nr. 4: S. 885-896 [PDF, 460kB]

Plass, Julia; Cattaneo, Marco E. G.; Augustin, Thomas; Schollmeyer, Georg und Heumann, Christian (2019): Reliable Inference in Categorical Regression Analysis for Non-randomly Coarsened Observations. In: International Statistical Review, Bd. 87, Nr. 3: S. 580-603

Omar, Aziz und Augustin, Thomas (2019): Estimation of classification probabilities in small domains accounting for nonresponse relying on imprecise probability. In: International Journal of Approximate Reasoning, Bd. 115: S. 134-143

Endres, Eva; Fink, Paul und Augustin, Thomas (2019): Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data. In: Journal of Official Statistics, Bd. 35, Nr. 3: S. 599-624

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

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

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; Cattaneo, Marco E. G. V.; Schollmeyer, Georg und Augustin, Thomas (2017): Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence. In: Soft Methods for Data Science, Bd. 456: S. 415-422

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]

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

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

Küchenhoff, Helmut ORCID logoORCID: 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

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

Rummel, David; Augustin, Thomas und Küchenhoff, Helmut ORCID logoORCID: 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

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

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

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

(2009): Proceedings of ISIPTA'09. Fifth International Symposium on Imprecise Probabilities and Their Applications.

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

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

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

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

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

Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas und Zeileis, Achim (2008): Conditional variable importance for random forests. In: BMC Bioinformatics 9:307 [PDF, 396kB]

Paper

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]

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]

Schwaferts, Patrick und Augustin, Thomas (17. November 2020): Bayesian Decisions using Regions of Practical Equivalence (ROPE): Foundations. Department of Statistics: Technical Reports, Nr. 235 [PDF, 454kB]

Endres, Eva; Newger, Katrin und Augustin, Thomas (23. April 2019): Binary data fusion using undirected probabilistic graphical models: Combining statisticalmatching and the Ising model. Department of Statistics: Technical Reports, Nr. 223 [PDF, 481kB]

Endres, Eva und Augustin, Thomas (17. April 2019): Utilizing log-linear Markov networks to integrate categorical data files. Department of Statistics: Technical Reports, Nr. 222 [PDF, 619kB]

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]

Janse, Christoph; Schollmeyer, Georg und Augustin, Thomas (1. März 2018): Quantifying Degrees of E-admissibility in Decision Making with Imprecise Probabilities. Department of Statistics: Technical Reports, Nr. 215 [PDF, 605kB]

Endres, Eva; Fink, Paul und Augustin, Thomas (28. Februar 2018): Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data. Department of Statistics: Technical Reports, Nr. 214 [PDF, 629kB]

Plass, Julia; Cattaneo, Marco E. G. V.; Augustin, Thomas; Schollmeyer, Georg und Heumann, Christian (28. November 2017): Towards a reliable categorical regression analysis for non-randomly coarsened observations: An analysis with German labour market data. Department of Statistics: Technical Reports, Nr. 206 [PDF, 866kB]

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]

Plass, Julia; Cattaneo, Marco E. G. V.; Schollmeyer, Georg und Augustin, Thomas (22. März 2017): On the testability of coarsening assumptions: A hypothesis test for subgroup independence. Department of Statistics: Technical Reports, Nr. 201 [PDF, 1MB]

Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas (5. August 2016): Probabilistic Evaluation of Preference Aggregation Functions: A Statistical Approach in Social Choice Theory. Department of Statistics: Technical Reports, Nr. 193 [PDF, 599kB]

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; Fink, Paul; Schöning, Norbert und Augustin, Thomas (10. März 2015): Statistical Modelling in Surveys without Neglecting "The Undecided": Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision - extended version. Department of Statistics: Technical Reports, Nr. 179 [PDF, 601kB]

Schollmeyer, Georg und Augustin, Thomas (21. Mai 2013): On Sharp Identification Regions for Regression Under Interval Data. Department of Statistics: Technical Reports, Nr. 143 [PDF, 686kB]

Bernau, Christoph; Augustin, Thomas und Boulesteix, Anne-Laure (April 2011): Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation. Department of Statistics: Technical Reports, Nr. 105 [PDF, 708kB]

Kunz, Anne; Augustin, Thomas und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2010): Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient. Department of Statistics: Technical Reports, Nr. 74 [PDF, 952kB]

Kopf, Julia; Augustin, Thomas und Strobl, Carolin (2010): The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor. Department of Statistics: Technical Reports, Nr. 88 [PDF, 661kB]

Walter, Gero und Augustin, Thomas (9. September 2009): Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict. Department of Statistics: Technical Reports, Nr. 69 [PDF, 337kB]

Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas und Zeileis, Achim (28. März 2008): Conditional Variable Importance for Random Forests. Department of Statistics: Technical Reports, Nr. 23 [PDF, 394kB]

Boulesteix, Anne-Laure; Strobl, Carolin; Augustin, Thomas und Daumer, Martin (2007): Evaluating microarray-based classifiers: an overview. Department of Statistics: Technical Reports, Nr. 5 [PDF, 422kB]

Held, Hermann; Kriegler, Elmar und Augustin, Thomas (2006): Bayesian Learning for a Class of Priors with Prescribed Marginals. Sonderforschungsbereich 386, Discussion Paper 488 [PDF, 820kB]

Neuhaus, Anneke; Augustin, Thomas; Heumann, Christian und Daumer, Martin (2006): A Review on Joint Models in Biometrical Research. Sonderforschungsbereich 386, Discussion Paper 506 [PDF, 259kB]

Coolen, F. P. A. und Augustin, Thomas (2006): A nonparametric predictive alternative to the Imprecise Dirichlet Model: the case of a known number of categories. Sonderforschungsbereich 386, Discussion Paper 489 [PDF, 303kB]

Strobl, Carolin; Boulesteix, Anne-Laure und Augustin, Thomas (2005): Unbiased split selection for classification trees based on the Gini Index. Sonderforschungsbereich 386, Discussion Paper 464 [PDF, 237kB]

Schneeweiß, Hans und Augustin, Thomas (2005): Some Recent Advances in Measurement Error Models and Methods. Sonderforschungsbereich 386, Discussion Paper 452 [PDF, 289kB]

Einbeck, Jochen und Augustin, Thomas (2005): On weighted local fitting and its relation to the Horvitz-Thompson estimator. Sonderforschungsbereich 386, Discussion Paper 465 [PDF, 377kB]

Augustin, Thomas; Döring, A. und Rummel, D. (2003): Regression calibration for Cox regression under heteroscedastic measurement error - Determining risk factors of cardiovascular diseases from error-prone nutritional replication data. Sonderforschungsbereich 386, Discussion Paper 345 [PDF, 331kB]

Bender, R.; Augustin, Thomas und Blettner, Maria (2003): Generating Survival Times to Simulate Cox Proportional Hazards Models. Sonderforschungsbereich 386, Discussion Paper 338 [PDF, 159kB]

Augustin, Thomas (2002): An exact corrected log-likelihood function for Cox's proportional hazards model under measurement error and some extensions. Sonderforschungsbereich 386, Discussion Paper 277 [PDF, 242kB]

Augustin, Thomas (2002): Generalized basic probability assignments. Sonderforschungsbereich 386, Discussion Paper 276 [PDF, 217kB]

Augustin, Thomas und Pöhlmann, S. (2001): On Robust Sequential Analysis - Kiefer-Weiss Optimal Testing under Interval Probability. Sonderforschungsbereich 386, Discussion Paper 261 [PDF, 376kB]

Augustin, Thomas und Schwarz, R. (2001): Cox's Proportional Hazards Model under Covariate Measurement Error - A Review and Comparison of Methods. Sonderforschungsbereich 386, Discussion Paper 260 [PDF, 328kB]

Augustin, Thomas und Coolen, F. P. A. (2001): Nonparametric predictive inference and interval probability. Sonderforschungsbereich 386, Discussion Paper 257 [PDF, 410kB]

Wolff, J. und Augustin, Thomas (2000): Heaping and its Consequences for Duration Analysis. Sonderforschungsbereich 386, Discussion Paper 203 [PDF, 480kB]

Augustin, Thomas (2000): Some Basic Results on the Extension of Quasi-Likelihood Based Measurement Error Correction to Multivariate and Flexible Structural Models. Sonderforschungsbereich 386, Discussion Paper 196 [PDF, 290kB]

Augustin, Thomas (1999): Neyman-Pearson Testing under Interval Probability by Globally Least Favorable Pairs: A Survey of Huber-Strassen Theory and Some Results on its Extension to General Interval Probability. Sonderforschungsbereich 386, Discussion Paper 172 [PDF, 404kB]

Augustin, Thomas (1999): Correcting for measurement error in parametric duration models by quasi-likelihood. Sonderforschungsbereich 386, Discussion Paper 157 [PDF, 429kB]

Buchbeitrag

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

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

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

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

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

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

Konferenzbeitrag

Rodemann, Julian ORCID logoORCID: 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]

Marquardt, Alexander; Rodemann, Julian ORCID logoORCID: 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]

Rodemann, Julian ORCID logoORCID: 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]

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136; Kreiss, Dominik; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Augustin, Thomas (Oktober 2022): Levelwise Data Disambiguation by Cautious Superset Classification. 15th International Conference on Scalable Uncertainty Management, Paris, France, 17-19 October 2022. In: Proceedings of the 15th International Conference on Scalable Uncertainty Management, Bd. 13562 Cham: Springer. S. 263-276

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas (2022): Accounting for Gaussian Process Imprecision in Bayesian Optimization. 9th international symposium, IUKM 2022, Ishikawa, Japan, March 18-19, 2022. Honda, Katsuhiro (Hrsg.): In: Integrated Uncertainty in Knowledge Modelling and Decision Making, Lecture Notes in Computer Science Bd. 13199 Cham: Springer. S. 92-104

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

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

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

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 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

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

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

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

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

Küchenhoff, Helmut ORCID logoORCID: 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

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

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. (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

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

Vorlesung

Augustin, Thomas (21. Januar 2008): Wahr-schein-lichkeit, Stochastizität und Ambiguität: Eine Spurensuche bei der Modellierung des Unsicheren. Ludwig-Maximilians-Universität München , Vorträge Seniorenstudium, Januar 2008 [PDF, 940kB]

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