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pro vyhledávání: '"Umlauf A"'
Autor:
Brody LA, Kamalyan L, Karcher K, Guarena LA, Bender AA, McKenna BS, Umlauf A, Franklin D, Marquine MJ, Heaton RK
Publikováno v:
Patient Related Outcome Measures, Vol Volume 14, Pp 15-30 (2023)
Lilla A Brody,1,2 Lily Kamalyan,2,3 Kayle Karcher,2 Lesley A Guarena,2 Alexis A Bender,4 Benjamin S McKenna,2 Anya Umlauf,2 Donald Franklin,2 Maria J Marquine,5 Robert K Heaton2 1Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine,
Externí odkaz:
https://doaj.org/article/ddf15e90badf4e968e63917e973b6909
We propose a flexible regression framework to model the conditional distribution of multilevel generalized multivariate functional data of potentially mixed type, e.g. binary and continuous data. We make pointwise parametric distributional assumption
Externí odkaz:
http://arxiv.org/abs/2407.20995
Forward stagewise regression is a simple algorithm that can be used to estimate regularized models. The updating rule adds a small constant to a regression coefficient in each iteration, such that the underlying optimization problem is solved slowly
Externí odkaz:
http://arxiv.org/abs/2405.18288
The joint modeling of multiple longitudinal biomarkers together with a time-to-event outcome is a challenging modeling task of continued scientific interest. In particular, the computational complexity of high dimensional (generalized) mixed effects
Externí odkaz:
http://arxiv.org/abs/2311.06409
Autor:
Umlauf, Nikolaus, Seiler, Johannes, Wetscher, Mattias, Simon, Thorsten, Lang, Stefan, Klein, Nadja
Recently, fitting probabilistic models have gained importance in many areas but estimation of such distributional models with very large data sets is a difficult task. In particular, the use of rather complex models can easily lead to memory-related
Externí odkaz:
http://arxiv.org/abs/2301.05593
Autor:
Umlauf, Nikolaus, Klein, Nadja
Random forests are an ensemble method relevant for many problems, such as regression or classification. They are popular due to their good predictive performance (compared to, e.g., decision trees) requiring only minimal tuning of hyperparameters. Th
Externí odkaz:
http://arxiv.org/abs/2210.10389
Autor:
Konrad Umlauf
Publikováno v:
Knygotyra, Vol 39 (2024)
The article discusses the requirements for the staff of a public library formed by the Internet, management reform, emergence of knowledge society and budget crisis since the ninth decade. The main focus is on the requirements for work in a networked
Externí odkaz:
https://doaj.org/article/aca64f0ae1074848bcb4dfa58f82e672
Publikováno v:
International Journal of Sports Physical Therapy, Vol 19, Iss 8 (2024)
# Background Lateral ankle sprain (LAS) is a common injury with incidence rates reported at 7.2 per 1000 person-years. Physical examination strategies provide limited information to guide rehabilitation that can maximize clinical outcomes. Early and
Externí odkaz:
https://doaj.org/article/6d54d7a1348b4b259918a57381dbe4ec
Autor:
UMLAUF, FREDERIK1, DIEBOLT, COLINE M.1, ENGLISCH, COLYA N.1, FLOCKERZI, FIDELIS2, TSCHERNIG, THOMAS1 thomas.tschernig@uks.eu
Publikováno v:
Experimental & Therapeutic Medicine. Sep2024, Vol. 28 Issue 3, p1-8. 8p.
Publikováno v:
JMIR mHealth and uHealth, Vol 12, Pp e53596-e53596 (2024)
Abstract BackgroundA digital health technology’s success or failure depends on how it is received by users. ObjectivesWe conducted a user experience (UX) evaluation among persons who used the Food and Drug Administration–approved Digital Health
Externí odkaz:
https://doaj.org/article/535c24c249b940349076fc2e1fac46c1