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Veröffentlichungsdatum
Anzahl der Publikationen: 45
2024
Herrmann, Moritz 
ORCID: https://orcid.org/0000-0002-4893-5812; Kazempour, Daniyal; Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603 und Kröger, Peer
(2024):
Enhancing cluster analysis via topological manifold learning.
In: Data Mining and Knowledge Discovery, Bd. 38, Nr. 3: S. 840-887
[PDF, 7MB]
ORCID: https://orcid.org/0000-0002-4893-5812; Kazempour, Daniyal; Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603 und Kröger, Peer
(2024):
Enhancing cluster analysis via topological manifold learning.
In: Data Mining and Knowledge Discovery, Bd. 38, Nr. 3: S. 840-887
[PDF, 7MB]
2023
Herrmann, Moritz ORCID: https://orcid.org/0000-0002-4893-5812; Pfisterer, Florian und Scheipl, Fabian
(2023):
A geometric framework for outlier detection in high‐dimensional data.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 3
[PDF, 43MB]
ORCID: https://orcid.org/0000-0002-4893-5812; Pfisterer, Florian und Scheipl, Fabian
(2023):
A geometric framework for outlier detection in high‐dimensional data.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 3
[PDF, 43MB]
2022
Gertheiss, Jan; Scheipl, Fabian; Lauer, Tina und Ehrhardt, Harald
(2022):
Statistical inference for ordinal predictors in generalized additive models with application to Bronchopulmonary Dysplasia.
In: BMC Research Notes, Bd. 15, Nr. 1, 112
Hartl, Wolfgang H.; Kopper, Philipp; Bender, Andreas; Scheipl, Fabian; Day, Andrew G.; Elke, Gunnar und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2022):
Protein intake and outcome of critically ill patients: analysis of a large international database using piece-wise exponential additive mixed models.
In: Critical care, Bd. 26, 7
[PDF, 1MB]
ORCID: https://orcid.org/0000-0002-6372-2487
(2022):
Protein intake and outcome of critically ill patients: analysis of a large international database using piece-wise exponential additive mixed models.
In: Critical care, Bd. 26, 7
[PDF, 1MB]
2021
Herrmann, Moritz ORCID: https://orcid.org/0000-0002-4893-5812 und Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603
(2021):
A Geometric Perspective on Functional Outlier Detection.
In: Stats, Bd. 4, Nr. 4: S. 971-1011
[PDF, 6MB]
ORCID: https://orcid.org/0000-0002-4893-5812 und Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603
(2021):
A Geometric Perspective on Functional Outlier Detection.
In: Stats, Bd. 4, Nr. 4: S. 971-1011
[PDF, 6MB]
Bender, Andreas ORCID: https://orcid.org/0000-0001-5628-8611; Rügamer, David ORCID: https://orcid.org/0000-0002-8772-9202; Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603 und Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980
(2021):
A General Machine Learning Framework for Survival Analysis.
In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey und Valera, Isabel (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Lecture Notes in Computer Science (LNCS), Bd. 12459. Cham: Springer. S. 158-173
ORCID: https://orcid.org/0000-0001-5628-8611; Rügamer, David ORCID: https://orcid.org/0000-0002-8772-9202; Scheipl, Fabian ORCID: https://orcid.org/0000-0001-8172-3603 und Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980
(2021):
A General Machine Learning Framework for Survival Analysis.
In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey und Valera, Isabel (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Lecture Notes in Computer Science (LNCS), Bd. 12459. Cham: Springer. S. 158-173
2020
Minkwitz, Juliane; Sander, Christian; Himmerich, Hubertus; Thormann, Julia; Chittka, Tobias; Hegerl, Ulrich; Schmidt, Frank; Murray, Monique; Albayrak, Nihan; Campbell, Iain C. und Scheipl, Fabian
(2. April 2020):
Reported and Recorded Sleepiness in Obesity and Depression.
In: Frontiers in Psychiatry, Bd. 11, 200: S. 1-12
[PDF, 412kB]
2019
Bender, Andreas; Scheipl, Fabian; Hartl, Wolfgang; Day, Andrew G. und Kuechenhoff, Helmut
(2019):
Penalized estimation of complex, non-linear exposure-lag-response associations.
In: Biostatistics, Bd. 20, Nr. 2: S. 315-331
Hartl, Wolfgang H.; Bender, Andreas; Scheipl, Fabian; Kuppinger, David; Day, Andrew G. und Kuechenhoff, Helmut
(2019):
Calorie intake and short-term survival of critically ill patients.
In: Clinical Nutrition, Bd. 38, Nr. 2: S. 660-667
Minkwitz, Juliane; Scheipl, Fabian; Cartwright, Lydia; Campbell, Iain C.; Chittka, Tobias; Thormann, Julia; Hegerl, Ulrich; Sander, Christian und Himmerich, Hubertus
(2019):
Why some obese people become depressed whilst others do not: exploring links between cognitive reactivity, depression and obesity.
In: Psychology Health & Medicine, Bd. 24, Nr. 3: S. 362-373
Happ, Clara; Scheipl, Fabian; Gabriel, Alice-Agnes und Greven, Sonja
(2019):
A general framework for multivariate functional principal component analysis of amplitude and phase variation.
In: Stat, Bd. 8, Nr. 1, e220
2018
Bauer, Alexander; Scheipl, Fabian; Kuechenhoff, Helmut und Gabriel, Alice-Agnes
(2018):
An introduction to semiparametric function-on-scalar regression.
In: Statistical Modelling, Bd. 18, Nr. 3-4: S. 346-364
[PDF, 588kB]
Bender, Andreas; Groll, Andreas und Scheipl, Fabian
(2018):
A generalized additive model approach to time-to-event analysis.
In: Statistical Modelling, Bd. 18, Nr. 3-4: S. 299-321
[PDF, 557kB]
Cederbaum, Jona; Scheipl, Fabian und Greven, Sonja
(2018):
Fast symmetric additive covariance smoothing.
In: Computational Statistics & Data Analysis, Bd. 120: S. 25-41
2017
Gasparrini, Antonio; Scheipl, Fabian; Armstrong, Ben und Kenward, Michael G.
(2017):
A Penalized Framework for Distributed Lag Non-Linear Models.
In: Biometrics, Bd. 73, Nr. 3: S. 938-948
Seibold, Sebastian; Bässler, Claus; Brandl, Roland; Fahrig, Lenore; Förster, Bernhard; Heurich, Marco; Hothorn, Torsten; Scheipl, Fabian; Thorn, Simon und Müller, Jörg
(2017):
An experimental test of the habitat-amount hypothesis for saproxylic beetles in a forested region.
In: Ecology, Bd. 98, Nr. 6: S. 1613-1622
Greven, Sonja und Scheipl, Fabian
(2017):
A general framework for functional regression modelling.
In: Statistical Modelling, Bd. 17, Nr. 43132: S. 1-35
[PDF, 786kB]
Greven, Sonja und Scheipl, Fabian
(2017):
Rejoinder.
In: Statistical Modelling, Bd. 17, Nr. 1-2: S. 100-115
2016
Scheipl, Fabian und Greven, Sonja
(2016):
Identifiability in penalized function-on-function regression models.
In: Electronic Journal of Statistics, Bd. 10, Nr. 1: S. 495-526
Scheipl, Fabian; Gertheiss, Jan und Greven, Sonja
(2016):
Generalized functional additive mixed models.
In: Electronic Journal of Statistics, Bd. 10, Nr. 1: S. 1455-1492
Boeckh-Behrens, Tobias; Kleine, Justus F.; Zimmer, Claus; Neff, Frauke; Scheipl, Fabian; Pelisek, Jaroslav; Schirmer, Lucas; Nguyen, Kim; Karatas, Deniz und Poppert, Holger
(2016):
Thrombus Histology Suggests Cardioembolic Cause in Cryptogenic Stroke.
In: Stroke, Bd. 47, Nr. 7: S. 1864-1871
Greven, Sonja und Scheipl, Fabian
(2016):
Comment. "Smoothing parameter and model selection for general smooth models".
In: Journal of the American Statistical Association, Bd. 111, Nr. 516: S. 1568-1573
Schneider, Barbara; Erhard, Michael H.; Scheipl, Fabian; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487 und Döring, Dorothea
(2016):
Comparison of 2 gentling programs for laboratory rats: Effects on the behavior towards humans.
In: Journal of Veterinary Behavior: Clinical Applications and Research, Bd. 12: S. 73-81
ORCID: https://orcid.org/0000-0002-6372-2487 und Döring, Dorothea
(2016):
Comparison of 2 gentling programs for laboratory rats: Effects on the behavior towards humans.
In: Journal of Veterinary Behavior: Clinical Applications and Research, Bd. 12: S. 73-81
Scheipl, Fabian; Gertheiss, Jan und Greven, Sonja
(2016):
Generalized functional additive mixed models.
In: Electronic Journal of Statistics, Bd. 10, Nr. 1: S. 1455-1492
2015
Scheipl, Fabian und Greven, Sonja
(11. Juni 2015):
Identifiability in penalized function-on-function regression models.
Department of Statistics: Technical Reports, Nr. 125
[PDF, 825kB]
Scheipl, Fabian; Staicu, Ana-Maria und Greven, Sonja
(2015):
Functional Additive Mixed Models.
In: Journal of Computational and Graphical Statistics, Bd. 24, Nr. 2: S. 477-501
Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten und Greven, Sonja
(2015):
The Functional Linear Array Model.
In: Statistical Modelling, Bd. 15, Nr. 3: S. 279-300
[PDF, 3MB]
Obermeier, Viola; Scheipl, Fabian; Heumann, Christian; Wassermann, Joachim und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2015):
Flexible Distributed Lags for Modeling Earthquake Data.
In: Journal of the Royal Statistical Society, Bd. 64, Nr. 2: S. 395-412
ORCID: https://orcid.org/0000-0002-6372-2487
(2015):
Flexible Distributed Lags for Modeling Earthquake Data.
In: Journal of the Royal Statistical Society, Bd. 64, Nr. 2: S. 395-412
Fuchs, Karen; Scheipl, Fabian und Greven, Sonja
(2015):
Penalized scalar-on-functions regression with Interaction Term.
In: Computational Statistics & Data Analysis, Bd. 81, Nr. 1: S. 38-51
2014
McLean, Matthew W.; Hooker, Giles; Staicu, Ana-Maria; Scheipl, Fabian und Ruppert, David
(2014):
Functional Generalized Additive Models.
In: Journal of Computational and Graphical Statistics, Bd. 23, Nr. 1: S. 249-269
2013
Wood, Simon N.; Scheipl, Fabian und Faraway, Julian J.
(2013):
Straightforward intermediate rank tensor product smoothing in mixed models.
In: Statistics and Computing, Bd. 23, Nr. 3: S. 341-360
Scheipl, Fabian; Kneib, Thomas und Fahrmeir, Ludwig
(2013):
Penalized likelihood and Bayesian function selection in regression models.
In: AStA (Advances in Statistical Analysis), Bd. 97: S. 349-385
Goldsmith, Jeff und Scheipl, Fabian
(2013):
Estimator Selection and Combination in Scalar-on-Function Regression.
In: Computational Statistics and Data Analysis, Bd. 70: S. 362-372
Ruëff, Franziska; Przybilla, Bernhard; Biló, Maria Beatrice; Müller, Ulrich; Scheipl, Fabian; Seitz, Michael J.; Aberer, Werner; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Campi, Paolo; Darsow, Ulf; Haeberli, Gabrielle; Hawranek, Thomas; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Schmid-Grendelmeier, Peter; Severino, Maurizio; Sturm, Gunter Johannes; Treudler, Regina und Wüthrich, Brunello
(2013):
Clinical effectiveness of hymenoptera venom immunotherapy. A prospective observational multicenter study of the European academy of allergology and clinical immunology interest group on insect venom hypersensitivity.
In: PLOS ONE 8(5), e63233 [PDF, 280kB]
ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Schmid-Grendelmeier, Peter; Severino, Maurizio; Sturm, Gunter Johannes; Treudler, Regina und Wüthrich, Brunello
(2013):
Clinical effectiveness of hymenoptera venom immunotherapy. A prospective observational multicenter study of the European academy of allergology and clinical immunology interest group on insect venom hypersensitivity.
In: PLOS ONE 8(5), e63233 [PDF, 280kB]
2012
Scheipl, Fabian; Fahrmeir, Ludwig und Kneib, Thomas
(2012):
Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models.
In: Journal of the American Statistical Association, Bd. 107, Nr. 500: S. 1518-1532
2011
Scheipl, Fabian
(2011):
Bayesian Regularization and Model Choice in Structured Additive Regression.
München: Dr. Hut Verlag.
Wilbert-Lampen, Ute; Nickel, Thomas; Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Kääb, Stefan und Steinbeck, Gerhard
(2011):
Mortality due to myocardial infarction in the bavarian population during world cup soccer 2006.
In: Clinical Research in Cardiology, Bd. 100, Nr. 9: S. 731-736
ORCID: https://orcid.org/0000-0002-6372-2487; Kääb, Stefan und Steinbeck, Gerhard
(2011):
Mortality due to myocardial infarction in the bavarian population during world cup soccer 2006.
In: Clinical Research in Cardiology, Bd. 100, Nr. 9: S. 731-736
Scheipl, Fabian
(2011):
spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R.
In: Journal of Statistical Software, Bd. 43, Nr. 14: S. 1-24
2010
Scheipl, Fabian
(8. September 2010):
Normal-Mixture-of-Inverse-Gamma Priors for Bayesian Regularization and Model Selection in Structured Additive Regression Models.
Department of Statistics: Technical Reports, Nr. 84
[PDF, 5MB]
de Montera, Béatrice; Zeihery, Dalia E.; Müller, Sigrid; Jammes, Hélène; Brem, Gottfried; Reichenbach, Horst-Dietrich; Scheipl, Fabian; Chavatte-Palmer, Pascale; Zakhartchenko, Valeri; Schmitz, Oliver J.; Wolf, Eckhard; Renard, Jean-Paul und Hiendleder, Stefan
(2010):
Quantification of Leukocyte Genomic 5-Methylcytosine Levels Reveals Epigenetic Plasticity in Healthy Adult Cloned Cattle.
In: Cellular Reprogramming, Bd. 12, Nr. 2: S. 175-181
Rueff, Franziska; Przybilla, Bernhard; Bilo, Maria B.; Müller, Ulrich; Scheipl, Fabian; Arberer, Werner; Birnbaum, Joelle; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Bucher, Christoph; Campi, Paolo; Darsow, Ulf; Egger, Cornelia; Haeberli, Gabrielle; Hawranek, Thomas; Kucharewicz, Iwona; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wüthrich, Brunello
(2010):
Predictors of side effects during the buildup phase of venom immunotherapy for hymenoptera venom allergy: The importance of baseline serum tryptase.
In: Journal of Allergy and Clinical Immunology, Bd. 126, Nr. 1: S. 105-111
ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wüthrich, Brunello
(2010):
Predictors of side effects during the buildup phase of venom immunotherapy for hymenoptera venom allergy: The importance of baseline serum tryptase.
In: Journal of Allergy and Clinical Immunology, Bd. 126, Nr. 1: S. 105-111
2009
Scheipl, Fabian und Kneib, Thomas
(2009):
Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior.
In: Computational Statistics & Data Analysis, Bd. 53, Nr. 10: S. 3533-3552
Rueff, Franziska; Przybilla, Bernhard; Bilo, Maria B.; Müller, Ulrich; Scheipl, Fabian; Arberer, Werner; Birnbaum, Joelle; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Bucher, Christoph; Campi, Paolo; Darsow, Ulf; Egger, Cornelia; Haeberli, Gabrielle; Hawranek, Thomas; Koerner, Michael; Kucharewicz, Iwona; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wuethrich, B.
(2009):
Predictors of severe systemic anaphylactic reactions in patients with hymenoptera venom allergy: Importance of baseline serum tryptase-a study of the european academy of allergology and clinical immunology interest group on insect venom hypersensitivity.
In: Journal of Allergy and Clinical Immunology, Bd. 124, Nr. 5: S. 1047-1054
ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wuethrich, B.
(2009):
Predictors of severe systemic anaphylactic reactions in patients with hymenoptera venom allergy: Importance of baseline serum tryptase-a study of the european academy of allergology and clinical immunology interest group on insect venom hypersensitivity.
In: Journal of Allergy and Clinical Immunology, Bd. 124, Nr. 5: S. 1047-1054
Döring, Dorothea; Roscher, Anita; Scheipl, Fabian; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487 und Erhard, Michael H.
(2009):
Fear-related Behaviour of Dogs in Veterinary Practice.
In: The Veterinary Journal, Bd. 182, Nr. 1: S. 38-43
ORCID: https://orcid.org/0000-0002-6372-2487 und Erhard, Michael H.
(2009):
Fear-related Behaviour of Dogs in Veterinary Practice.
In: The Veterinary Journal, Bd. 182, Nr. 1: S. 38-43
2008
Scheipl, Fabian und Kneib, Thomas
(19. März 2008):
Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior.
Department of Statistics: Technical Reports, Nr. 22
[PDF, 3MB]