Harald Binder

Johannes Gutenberg University Mainz - University Medical Center

Langenbeckstrasse 1

International Office Building 301

Mainz, D-55099

Germany

SCHOLARLY PAPERS

4

DOWNLOADS

405

TOTAL CITATIONS

6

Scholarly Papers (4)

Network-Constrained Covariate Coefficient and Connection Sign Estimation

University of St.Gallen, School of Finance Research Paper No. . 2020/01
Number of pages: 25 Posted: 04 Feb 2020 Last Revised: 05 Feb 2020
University of St. Gallen - School of Finance, Copenhagen Business School, University of Freiburg - Medical Center and Johannes Gutenberg University Mainz - University Medical Center
Downloads 74 (640,883)
Citation 1

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network regression, network penalty, connection sign estimation, regularized

Network-Constrained Covariate Coefficient and Connection Sign Estimation

CORE Discussion Paper 2018/18 -OR- Bank of Lithuania Discussion Paper No 8/2018
Number of pages: 24 Posted: 31 Jul 2018 Last Revised: 06 Aug 2019
University of St. Gallen - School of Finance, Copenhagen Business School, University of Freiburg - Medical Center and Johannes Gutenberg University Mainz - University Medical Center
Downloads 65 (687,238)

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network regression, network penalty, connection sign estimation, regularized regression

2.

Regularized Regression Incorporating Network Information: Simultaneous Estimation of Covariate Coefficients and Connection Signs

Tinbergen Institute Discussion Paper 14-089/I
Number of pages: 31 Posted: 16 Jul 2014 Last Revised: 21 Sep 2015
Matthias Weber, Martin Schumacher and Harald Binder
University of St. Gallen - School of Finance, University of Freiburg - Medical Center and Johannes Gutenberg University Mainz - University Medical Center
Downloads 136 (418,408)
Citation 5

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high-dimensional data, gene expression data, pathway information, penalized regression

3.

Usefulness of Current Candidate Genetic Markers to Identify Childhood Cancer Patients at Risk for Platinum-Induced Ototoxicity: Results of the European PanCareLIFE Cohort Study

Number of pages: 39 Posted: 23 Apr 2020
University of Leipzig - Department of Pediatric Oncology and Hematology, Princess Máxima Center for Pediatric Oncology, Erasmus University Rotterdam (EUR) - Department of Internal Medicine, Ulm University - Institute of Pharmacology of Natural Products and Clinical Pharmacology, Erasmus University Rotterdam (EUR), Medical Center, Department of Internal Medicine, Princess Máxima Center for Pediatric Oncology, Princess Máxima Center for Pediatric Oncology, Princess Máxima Center for Pediatric Oncology, Johannes Gutenberg University Mainz - University Medical Center, Ulm University - Institute of Epidemiology and Medical Biometry, University of Leipzig - Department of Pediatric Oncology and Hematology, Boyne Research Institute, Princess Máxima Center for Pediatric Oncology, IRCCS Istituto Giannina Gaslini - Department of Neurooncology, Johannes Gutenberg University Mainz - German Childhood Cancer Registry, Johannes Gutenberg University Mainz - German Childhood Cancer Registry, Johannes Gutenberg University Mainz - German Childhood Cancer Registry, Johannes Gutenberg University Mainz - German Childhood Cancer Registry, Danish Cancer Society Research Centre - Childhood Cancer Research Group, Danish Cancer Society Research Centre - Childhood Cancer Research Group, University of Copenhagen - Department of Pediatrics and Adolescent Medicine, Aarhus University - Department of Pediatrics, University Hospital Brno, Princess Máxima Center for Pediatric Oncology, Princess Máxima Center for Pediatric Oncology, Motol University Hospital - Department of Children Hemato-Oncology, Stuttgart Cancer Center - Department of Pediatric Oncology, Hematology, Immunology, Stuttgart Cancer Center - Department of Pediatric Oncology, Hematology, Immunology, Stuttgart Cancer Center - Department of Pediatric Oncology, Hematology, Immunology, University of Bern - Institute of Social and Preventive Medicine, University of Geneva - Department of Pediatrics, Oncology and Hematology Unit, University of Bern - Department of Otolaryngology, Head and Neck Surgery, Princess Máxima Center for Pediatric Oncology, Westphalian Wilhelm University - Department of Phoniatrics and Pedaudiology, Westphalian Wilhelm University - Department of Phoniatrics and Pedaudiology, Westphalian Wilhelm University - Department of Phoniatrics and Pedaudiology, Westphalian Wilhelm University - Department of Phoniatrics and Pedaudiology, Princess Máxima Center for Pediatric Oncology, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg - Hospital for Children and Adolescents, University of Lubeck - Institute of Social Medicine & Epidemiology, Westphalian Wilhelm University - Department of Phoniatrics and Pedaudiology, Princess Máxima Center for Pediatric Oncology, University of Leipzig - Department of Pediatric Oncology and Hematology and Independent
Downloads 109 (494,784)

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Cancer survivors; childhood cancer; antineoplastic drugs; cisplatin: carboplati; druginduced ototoxicity; adverse drug reaction; Pharmacogenetics; genetic markers; multicenter cohort study

4.

Regularized Regression When Covariates are Linked on a Network: The 3cose Algorithm

Journal of Applied Statistics, 50(3), 535–554.
Number of pages: 21 Posted: 19 Apr 2023
University of St. Gallen - School of Finance, Copenhagen Business School, University of Freiburg - Medical Center and Johannes Gutenberg University Mainz - University Medical Center
Downloads 21 (1,004,270)

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regressions on networks, network penalty, high-dimensional data, machine learning