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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 43

Monographie

Scheipl, Fabian (2011): Bayesian Regularization and Model Choice in Structured Additive Regression. München: Dr. Hut Verlag.

Zeitschriftenartikel

Herrmann, Moritz ORCID logoORCID: 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]

Hartl, Wolfgang H.; Kopper, Philipp; Bender, Andreas; Scheipl, Fabian; Day, Andrew G.; Elke, Gunnar und Küchenhoff, Helmut ORCID logoORCID: 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]

Herrmann, Moritz ORCID logoORCID: https://orcid.org/0000-0002-4893-5812 und Scheipl, Fabian ORCID logoORCID: 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]

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]

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

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

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

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

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

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]

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

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

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 logoORCID: 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 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; 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 logoORCID: 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

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

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 logoORCID: 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]

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

Wilbert-Lampen, Ute; Nickel, Thomas; Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut ORCID logoORCID: 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

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 logoORCID: 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

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 logoORCID: 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 logoORCID: 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

Paper

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 (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]

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]

Buchbeitrag

Bender, Andreas ORCID logoORCID: https://orcid.org/0000-0001-5628-8611; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Scheipl, Fabian ORCID logoORCID: https://orcid.org/0000-0001-8172-3603 und Bischl, Bernd ORCID logoORCID: 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

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