Thorsten Koch

Technische Universitat Berlin - Software and Algorithms for Discrete Optimization

Berlin

Germany

SCHOLARLY PAPERS

4

DOWNLOADS

167

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

Regularized Partially Functional Autoregressive Model

Number of pages: 43 Posted: 15 Nov 2019 Last Revised: 23 Nov 2021
Xiaofei Xu, Ying Chen, Ge Zhang and Thorsten Koch
National University of Singapore, National University of Singapore, Institute of Data Science, National University of Singapore and Technische Universitat Berlin - Software and Algorithms for Discrete Optimization
Downloads 66 (480,825)
Citation 1

Abstract:

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Functional Data, High Dimensionality, Mixed-Type Covariates, Two-Layer Sparsity, Energy Forecasting

2.

Modeling and Forecasting the Dynamics of the Natural Gas Transmission Network in Germany with the Demand and Supply Balance Constraint

Number of pages: 39 Posted: 05 Aug 2020
Ying Chen, Thorsten Koch, Nazgul Zakiyeva and Bangzhu Zhu
National University of Singapore (NUS) - Department of Mathematics, Technische Universitat Berlin - Software and Algorithms for Discrete Optimization, Zuse Institute Berlin and Jinan University
Downloads 45 (571,410)

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Natural gas forecasting, Dynamic network modeling, Constraint convex optimization

Article's Scientific Prestige: measuring the impact of individual articles in the Web of Science

Number of pages: 39 Posted: 24 Mar 2022
National University of Singapore (NUS) - Department of Mathematics, Technische Universitat Berlin - Software and Algorithms for Discrete Optimization, Zuse Institute Berlin, affiliation not provided to SSRN, National University of Singapore (NUS) - Department of Statistics and Applied Probability, Academia Sinica - Institute of Statistical Science, Chuo University and The Institute of Statistical Mathematics
Downloads 25 (715,111)

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citation network analysis, direct citations, scientific impact, eigenvector centrality, citations counts, cross-subject citations

Article's Scientific Prestige: Measuring the Impact of Individual Articles in the Web of Science

Number of pages: 39 Posted: 04 Mar 2022
National University of Singapore (NUS) - Department of Mathematics, Technische Universitat Berlin - Software and Algorithms for Discrete Optimization, Zuse Institute Berlin - Applied Algorithmic Intelligence Methods Department, National University of Singapore (NUS) - National University of Singapore (Chongqing) Research Institute, National University of Singapore (NUS) - Department of Statistics and Data Science, Academia Sinica - Institute of Statistical Science, Chuo University - Department of Global Management and The Institute of Statistical Mathematics
Downloads 13 (827,218)

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citation network Analysis, direct citations, scientific impact, eigenvector centrality, citations counts, cross-subject citations

4.

The Variational Bayesian Inference for Network Autoregression Models

Number of pages: 40 Posted: 23 Feb 2021
Wei-Ting Lai, Ray-Bing Chen, Ying Chen and Thorsten Koch
Department of Statistics, National Cheng Kung University, National Cheng Kung University, National University of Singapore (NUS) - Department of Mathematics and Technische Universitat Berlin - Software and Algorithms for Discrete Optimization
Downloads 18 (751,649)

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Dynamic network; EM algorithm; MCMC algorithm; Vector autoregression