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Anzahl der Publikationen: 97
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
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]
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
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
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
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
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 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]
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: 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
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
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
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
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
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
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.; 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
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; 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
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]
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):
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; 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]
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: 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]
ORCID: 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]
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]
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]
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]
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]
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]
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):
Correcting for measurement error in parametric duration models by quasi-likelihood.
Sonderforschungsbereich 386, Discussion Paper 157
[PDF, 429kB]
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]
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
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
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
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: 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]
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]
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]
Rodemann, Julian ORCID: https://orcid.org/0000-0001-6112-4136; Kreiss, Dominik; Hüllermeier, Eyke ORCID: 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
ORCID: https://orcid.org/0000-0001-6112-4136; Kreiss, Dominik; Hüllermeier, Eyke ORCID: 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: 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
ORCID: 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
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
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
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
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
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; 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
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: 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
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
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