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Statistics, in particular modeling and prediction of international soccer tournaments • Semiparametric Regression” Prof. Dr. Stefan Harmeling Chair of Artificial Intelligence “Machine Learning • Deep Learning [...] analysis with various applications • Bayesian methods and Markov Chain Monte Carlo techniques • Regression methods for very large, high-dimensional data” Prof. Dr. Christian Janiesch Enterprise Computing …
non-tabular data modalities such as images or texts. Starting from how to embed classical statistical regression models in a neural network, this workshop will step-by-step explain how to incorporate (deep) neural …
Economics Letters 142 (2016), pp. 59-63. "Estimating nonlinear effects of fiscal policy using quantile regression methods" (with R. Winkler), Oxford Economic Papers 64 (2016), pp. 1120-1145. "Default risk premia …
Mantel-Haenszel estimator for network meta-analysis? 15:30 - 15:55 Eric Knop Some notes on meta-regression models with interaction 15:55 - 16:20 Guido Knapp Some Aspects of Combining Mean Differences of …
using innovative statistical methods, including advancements in spatio-temporal models, quantile regression, and machine learning techniques to aid in causal identification and model selection. We will …
quantitative analysis of existing survey data. Data analysis techniques include descriptive statistics, regression models, structural equation modelling and classification techniques. The datasets used include …
number of incoming orders and the priority rules for detailed scheduling are varied systematically. Regression analyses shed light on the impact of these factors on the observations of both the proposed and …
used in this project. On the one hand, two-group comparisons will be generalised to multivariate regression models using additional covariates (toxicological, epidemiological, or experimental). An example …
ip Business Model Innovation Research methods Empirical methods (Surveys, large archival data) Regression analyses (STATA, SPSS) Structural equation modelling (AMOS) Selected publications Kindermann, B …
