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Eine Ebene höher- Fakultäten (102419)
- Mathematik, Informatik und Statistik (4826)
- Statistik (2203)
- Lehrstühle/Arbeitsgruppen (635)
- Statistische Methoden für longitudinale funktionale Daten (22)
- Lehrstühle/Arbeitsgruppen (635)
- Statistik (2203)
- Mathematik, Informatik und Statistik (4826)
Anzahl der Publikationen auf dieser Ebene: 22
2016
Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich und Greven, Sonja
(2016):
Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects.
In: Statistics and Computing
Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil und Greven, Sonja
(2016):
Functional linear mixed models for irregularly or sparsely sampled data.
In: Statistical Modelling, Bd. 16, Nr. 1: S. 67-88
[PDF, 2MB]
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 und Greven, Sonja
(2016):
Identifiability in penalized function-on-function regression models.
In: Electronic Journal of Statistics, Bd. 10, Nr. 1: S. 495-526
2015
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
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
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
Zipunnikov, Vadim; Greven, Sonja; Caffo, Brian S.; Reich, Daniel S. und Crainiceanu, Ciprian M.
(2014):
Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis.
In: Annals of Applied Statistics, Bd. 8, Nr. 4: S. 2175-2202
2013
Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian und Greven, Sonja
(2013):
Longitudinal Scalar-on-Functions Regression with Application to Tractography Data.
In: Biostatistics, Bd. 14, Nr. 3: S. 447-461
Goldsmith, Jeff; Greven, Sonja und Crainiceanu, Ciprian
(2013):
Corrected Confidence Bands for Functional Data Using Principal Components.
In: Biometrics, Bd. 69, Nr. 1: S. 41-51
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
Greven, Sonja und Crainiceanu, Ciprian
(2013):
On Likelihood Ratio Testing for Penalized Splines.
In: Advances in Statistical Analysis, Bd. 97, Nr. 4: S. 387-402
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
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
2012
Baumert, Jens; Karakas, Mahir; Greven, Sonja; Rückerl, Regina; Peters, Annette und Koenig, Wolfgang
(2012):
Variability of fibrinogen measurements in post-myocardial infarction patients: Results from the AIRGENE study center Augsburg.
In: Thrombosis and Haemostasis, Bd. 107, Nr. 5: S. 895-902
2011
Brüske, Irene; Hampel, Regina; Baumgärtner, Zita.; Rückerl, Regina; Greven, Sonja; Koenig, Wolfgang; Peters, Annette und Schneider, Alexandra
(2011):
Ambient Air Pollution and Lipoprotein-Associated Phospholipase A2 in Survivors of Myocardial Infarction.
In: Environmental Health Perspectives, Bd. 119, Nr. 7: S. 921-926
Greven, Sonja; Dominici, Francesca und Zeger, Scott
(2011):
An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information.
In: Journal of the American Statistical Association, Bd. 106, Nr. 494: S. 396-406
Maierhofer, Sarah; Alamzán-Isla, Javier; Alcalde-Cabero, Enrique und de Pedro-Cuesta, Jesús
(2011):
Prevalence and Features of IFC-disability in Spain as captured by 2008 National Disability Survey.
In: BMC Public Health, Bd. 11, Nr. 1: S. 897
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
2010
Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian S. und Reich, Daniel S.
(2010):
Longitudinal functional principal component analysis.
In: Electronic Journal of Statistics, Bd. 4: S. 1022-1054
Greven, Sonja und Kneib, Thomas
(2010):
On the behaviour of marginal and conditional AIC in linear mixed models.
In: Biometrika, Bd. 97, Nr. 4: S. 773-789
Karakas, Mahir; Baumert, Jens; Greven, Sonja; Ruckerl, Regina; Peters, Annette und Koenig, Wolfgang
(2010):
Reproducibility in serial C-reactive protein and Interleukin-6 measurements in post-myocardial infarction patients: Results from the AIRGENE study.
In: Clinical Chemistry, Bd. 56, Nr. 5: S. 861-8641