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Up a level- Faculties (22)
- Mathematics, Computer Science and Statistics (22)
- Statistics (22)
- Chairs/Working Groups (22)
- Statistical Methods for Longitudinal Functional Data (22)
- Chairs/Working Groups (22)
- Statistics (22)
- Mathematics, Computer Science and Statistics (22)
Number of items at this level: 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, Vol. 16, No. 1: pp. 67-88
[PDF, 2MB]
Scheipl, Fabian; Gertheiss, Jan und Greven, Sonja
(2016):
Generalized functional additive mixed models.
In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 1455-1492
Scheipl, Fabian und Greven, Sonja
(2016):
Identifiability in penalized function-on-function regression models.
In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 495-526
2015
Fuchs, Karen; Scheipl, Fabian und Greven, Sonja
(2015):
Penalized scalar-on-functions regression with Interaction Term.
In: Computational Statistics & Data Analysis, Vol. 81, No. 1: pp. 38-51
Scheipl, Fabian; Staicu, Ana-Maria und Greven, Sonja
(2015):
Functional Additive Mixed Models.
In: Journal of Computational and Graphical Statistics, Vol. 24, No. 2: pp. 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, Vol. 23, No. 1: pp. 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, Vol. 8, No. 4: pp. 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, Vol. 14, No. 3: pp. 447-461
Goldsmith, Jeff; Greven, Sonja und Crainiceanu, Ciprian
(2013):
Corrected Confidence Bands for Functional Data Using Principal Components.
In: Biometrics, Vol. 69, No. 1: pp. 41-51
Goldsmith, Jeff und Scheipl, Fabian
(2013):
Estimator Selection and Combination in Scalar-on-Function Regression.
In: Computational Statistics and Data Analysis, Vol. 70: pp. 362-372
Greven, Sonja und Crainiceanu, Ciprian
(2013):
On Likelihood Ratio Testing for Penalized Splines.
In: Advances in Statistical Analysis, Vol. 97, No. 4: pp. 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), Vol. 97: pp. 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, Vol. 23, No. 3: pp. 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, Vol. 107, No. 5: pp. 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, Vol. 119, No. 7: pp. 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, Vol. 106, No. 494: pp. 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, Vol. 11, No. 1: p. 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, Vol. 100, No. 9: pp. 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, Vol. 100, No. 9: pp. 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, Vol. 4: pp. 1022-1054
Greven, Sonja und Kneib, Thomas
(2010):
On the behaviour of marginal and conditional AIC in linear mixed models.
In: Biometrika, Vol. 97, No. 4: pp. 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, Vol. 56, No. 5: pp. 861-8641