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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 64 .

Monographie

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

Fischer, Daniel; Bonß, Wolfgang; Augustin, Thomas; Bader, Felix; Pichlbauer, Michaela; 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.; Gupta, S. (2009): Imprecision in Statistical Theory and Practice. Greensboro: Grace.

Zeitschriftenartikel

Baurecht, Hansjörg; Hotze, Melanie; Rodríguez, Elke; Manz, Judith; Weidinger, Stephan; Cordell, Heather J.; Augustin, Thomas; 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]

Sarabi-Jamab, Atiye; Araabi, Babak N.; Augustin, Thomas (2013): Information-based dissimilarity assessment in Dempster-Shafer theory. In: Knowledge-Based Systems, Vol. 54: S. 114-127

Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure (2013): Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms. In: Biometrics, Vol. 69, Nr. 3: S. 693-702

Küchenhoff, Helmut; Augustin, Thomas; Kunz, Anne (2012): Partially identified prevalence estimation under misclassification using the Kappa coefficient. In: International Journal of Approximate Reasoning, Vol. 53, Nr. 8: S. 1168-1182

Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas; Gefeller, Olaf (2011): A robust alternative to the Schemper-Henderson measure of prediction error. In: Biometrics, Vol. 67, Nr. 2: S. 524-535

Augustin, Thomas; Coolen, Frank P.A.; Troffaes, Matthias C.M.; Moral, Serafín (2010): Special issue on imprecise probability in statistical inference and decision making. In: International Journal of Approximate Reasoning, Vol. 51, Nr. 9: S. 1011-1172

Augustin, Thomas; Hable, Robert (2010): On the impact of robust statistics on imprecise probability models: A review. In: Structural Safety, Vol. 32, Nr. 6: S. 58-365

Rummel, David; Augustin, Thomas; Küchenhoff, Helmut (2010): Correction for covariate measurement error in nonparametric longitudinal regression. In: Biometrics, Vol. 66, Nr. 4: S. 1209-1219

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

Coolen, Frank P.A.; 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, Vol. 50: S. 217-230

Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Troffaes, Matthias C.M.; Augustin, Thomas (2009): Imprecision in statistical theory and practice. In: Journal of Statistical Theory and Practice, Vol. 3: S. 1-9

Einbeck, Jochen; Augustin, Thomas (2009): On design-weighted local fitting and its relation to the Horvitz-Thompson estimator. In: Statistica Sinica, Vol. 19: S. 103-123

Neuhaus, Andrea; Augustin, Thomas; Heumann, Christian; Daumer, Martin (2009): A review on joint models in biometrical research. In: Journal of Statistical Theory and Practice, Vol. 3, Nr. 4: S. 855-868

Strobl, Carolin; 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, Vol. 3, Nr. 1: S. 119-135

Walter, Gero; Augustin, Thomas (2009): Imprecision and prior-data conflict in generalized Bayesian inference. In: Journal of Statistical Theory and Practice, Vol. 3: S. 255-271

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

Paper

Jansen, Christoph; Schollmeyer, Georg; 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]

Plass, Julia; Fink, Paul; Schöning, Norbert; 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; 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; 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; Küchenhoff, Helmut (2010): Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient. Department of Statistics: Technical Reports, Nr. 74 [PDF, 952kB]

Kopf, Julia; Augustin, Thomas; 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; 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; 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; Daumer, Martin (2007): Evaluating microarray-based classifiers: an overview. Department of Statistics: Technical Reports, Nr. 5 [PDF, 422kB]

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

Coolen, F. P. A.; 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]

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

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

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

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

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

Augustin, Thomas; Döring, A.; 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]

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

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

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

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]

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

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; Coolen, Frank P. A. (2014): Statistical inference. In: Augustin, Thomas; Coolen, Frank P. A.; de Cooman, Gerd; Troffaes, Matthias C. M. (Hrsg.): Introduction to Imprecise Probabilities. Chichester: John Wiley & Sons. S. 135-189

Kopf, Julia; Augustin, Thomas; Strobl, Carolin (2013): The potential of Model-based recursive partitioning in the social sciences. Revisiting Ockham's Razor. In: McArdle, John J.; Ritschard, Gilbert (Hrsg.): Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences. New York: Routledge. S. 75-95

Augustin, Thomas; 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.; Augustin, Thomas (2011): Imprecise Probabilities. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Sciences. Berlin: Springer. S. 645-648

Walter, Gero; 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; 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

Plass, Julia; Cattaneo, Marco E.G.V.; Schollmeyer, Georg; Augustin, Thomas (2016): Testing of coarsening mechanisms: Coarsening at random versus subgroup independence. .

Endres, Eva; Augustin, Thomas (2016): Statistical Matching of Discrete Data by Bayesian Networks. Eighth International Conference on Probabilistic Graphical Models, 6.-9. September 2016, Lugano.

Plass, Julia; Fink, Paul; Schöning, Norbert; 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, 20.-24. Juli 2015, Pescara.

Plass, Julia; Augustin, Thomas; Cattaneo, Marco E.G.V; 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, 20.-24. Juli 2015, Pescara.

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, 20.-24. Juli 2015, Pescara.

Schollmeyer, Georg; Augustin, Thomas (2013): On Sharp Identification Regions for Regression Under Interval Data. Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne.

Baker, Rebecca; Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas (2011): Nonparametric predictive inference for subcategory data. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Crossman, Richard J.; Abellan, Joaqín; Augustin, Thomas; Coolen, Frank P.A. (2011): Building Imprecise Classification Trees With Entropy Ranges. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Küchenhoff, Helmut; Augustin, Thomas; Kunz, Anne (2011): Partially identified prevalence estimation under misclassification using the Kappa coefficient. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Walter, Gero; Augustin, Thomas; Coolen, Frank P.A. (2011): On Prior-Data Conflict in Predictive Bernoulli Inferences. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Cattaneo, Marco E.G.V. (2009): A generalization of credal networks. Sixth International Symposium on Imprecise Probability: Theories and Applications, 14.-18. Juli 2009, Durham.

Bronevich, Andrej; Augustin, Thomas (2009): Approximation of coherent lower probabilities by 2-monotone measures. Fifth International Symposium on Imprecise Probabilities and their Applications, 16.-19. Juli 2007, Prag.

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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