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1. STATML
2. Curriculum Vitae
Awards and Prizes

Structured Additive Distributional Regression 2014 Award of the Universitätsbund Göttingen for the dissertation Bayesian Structured Additive Distributional Regression Oct. 2013 - Oct. 2014 Awarded Membership …
1. Biometrie
2. Research
Dissertationen

Applications in Health and Disease Dany-Armand Djeudeu-Deudjui (2022): Spatial and Spatio-temporal Regression Modeling with Conditional Autoregressive Random Effects for Epidemiological and Spatially Referenced [...] modeling of protein-protein interaction networks Leo N. Geppert (2018): Bayesian and frequentist regression approaches for very large data sets Anke Hüls (2018): Weighting Approaches for Genetic Risk Scores [...] phenomena in signaling proteins in the plasma membrane Claudia Köllmann (2016): Unimodal spline regression and its use in various applications with single or multiple modes Martin Schäfer (2015): Finite …
1. Fakultät Statistik
2. Event: 11/15/2023
Statistisches Kolloquium: Isotonic Distributional Regression and Total Positivity

Dümbgen, Professor for Statistics of University Bern, will give a lecture on "Isotonic Distributional Regression and Total Positivity". Further information can be found on the website of the Statistical Colloquium …
1. AI
2. AI Ecosystem
3. AI and ML Projects
GRK 2624

al exposure and as a target. The three project areas are regression, prediction, and integration. To model health indicators, modern regression techniques will be developed that analyse the genetic influence …
1. SMS
2. News: 12/5/2022
New Publication

"Prediction of Bike-sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographical" by Katja Schimohr, Philipp Doebler and Joachim Scheiner is published in Geographical Analysis …
1. BD
2. Chair
3. Working group
Prof. Dr. Andreas Groll

statistics, especially modeling and prediction of international soccer tournaments Semiparametric regression …
1. PAS
2. Teaching
3. Teaching Offer
Machine Learning Methods for Engineers Course

machine learning methods (logistic regression, clustering, neural networks, ...) and their classification into different categories such as supervised vs. unsupervised, regression vs. classification. Usage of …
1. MSNat - Fakultät Statistik - TU Dortmund
2. Research
Software

light curves based on robust regression) Thieler, A. M., Fried, R., Rathjens, J. (2016). "RobPer: an R package to calculate periodograms for light curves based on robust regression." Journal of statistical …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Götz Trenkler
Publications

Matrix Superiority in Linear Regression. Statistica, Vol.56, 15 - 25. Pordzik, P. and Trenkler, G.: MSE Comparisons of Restricted Least Squares Estimators in Linear Regression Model - Revisited. Sankhya [...] estimator in a misspecified linear regression model. Test, vol. 5, 113-123. 1995 Gnot, S., Stemann, D., Trenkler, G.: Estimation of parameters in the linear regression model with equicorrelated errors. [...] restrictions in regression. Computational Statistics & Data Analysis , 14, 527-536, 1992. Toutenburg, H., Trenkler, G.: Proxy variables and mean square error dominance in linear regression. Journal of Q …
1. AI
2. Teaching
3. BSc Lectures
Probabilistic Reasoning and Machine Learning

statistics Supervised learning, unsupervised learning Generative vs discriminative models Linear regression, linear discriminant analysis Gaussian processes Support vector machines Kernel trick, kernel PCA …