{"id":923,"date":"2022-10-04T10:06:38","date_gmt":"2022-10-04T08:06:38","guid":{"rendered":"https:\/\/www.hsu-hh.de\/statdat\/?page_id=923"},"modified":"2025-11-18T14:31:35","modified_gmt":"2025-11-18T13:31:35","slug":"philipp-wittenberg","status":"publish","type":"page","link":"https:\/\/www.hsu-hh.de\/statdat\/philipp-wittenberg","title":{"rendered":"Dr. Philipp Wittenberg"},"content":{"rendered":"<div class=\"ansprechparter-container\">\n<div class=\"row ansprechpartner-item ansprechparter-header\">\n<div class=\"col-xs-8 col-lg-12\" style=\"margin-bottom: 30px\">\n<div class=\"img-responsive-wrapper\"><\/div>\n<\/div>\n<div class=\"col-md-4 col-lg-3 col-xs-4 ansprechpartner-item floatright img-circle center-block\" style=\"margin-bottom: 30px\">\n<div class=\"img-responsive-wrapper\"><img loading=\"lazy\" decoding=\"async\" class=\"img-circle img-responsive center-block alignright\" src=\"\/wp-content\/uploads\/sites\/760\/2022\/06\/PW.jpg\" alt=\"\" width=\"161\" height=\"161\"><\/div>\n<\/div>\n<div class=\"col-md-12 col-lg-3 col-xs-12 ansprechpartner-item kontakt floatright\" style=\"margin-bottom: 30px\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-6 col-lg-12\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-lg-4 row-text bold\">Raum:<\/div>\n<div class=\"col-xs-12 col-lg-8 row-text\">1373<\/div>\n<\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-lg-12\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-lg-4 row-text bold\">Telefon:<\/div>\n<div class=\"col-xs-12 col-lg-8 row-text\">+49-40-6541-3007<\/div>\n<\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-lg-12\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-lg-4 row-text bold\">Fax:<\/div>\n<div class=\"col-xs-12 col-lg-8 row-text\">+49-40-6541-2834<\/div>\n<\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-lg-12\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-md-12 row-text bold\">Email:<\/div>\n<div class=\"col-xs-12 col-lg-8 row-text\">pwitten(at)hsu-hh.de<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"col-md-6 col-lg-3 col-xs-12 ansprechpartner-item anschrift floatright\">\n<div class=\"row-headline\">Besucheranschrift<\/div>\n<div class=\"row-text\">Helmut-Schmidt-Universit\u00e4t<\/div>\n<div class=\"row-text\">Geb\u00e4ude H1 R 1397<\/div>\n<div class=\"row-text\">Holstenhofweg 85<\/div>\n<div class=\"row-text\">22043 Hamburg<\/div>\n<\/div>\n<div class=\"col-md-6 col-lg-3 col-xs-12 ansprechpartner-item anschrift floatright\">\n<div class=\"row-headline\">Postanschrift<\/div>\n<div class=\"row-text\"><abbr title=\"Doktor\">Dr.<\/abbr> Philipp Wittenberg<\/div>\n<div class=\" row-text\"><a href=\"https:\/\/www.hsu-hh.de\/statistik\/\">F\u00e4chergruppe Mathematik und Statistik<\/a><\/div>\n<div class=\"row-text\">Helmut-Schmidt-Universit\u00e4t<\/div>\n<div class=\"row-text\">Postfach 700822<\/div>\n<div class=\"row-text\">22008 Hamburg<\/div>\n<\/div>\n<\/div>\n<div class=\"clearfix\"><\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h3>Publikationen<\/h3>\n<ul>\n<div><a href=\"https:\/\/orcid.org\/0000-0001-7151-8243\" target=\"orcid.widget\" rel=\"noopener noreferrer\" style=\"vertical-align:top\"><img decoding=\"async\" src=\"https:\/\/orcid.org\/sites\/default\/files\/images\/orcid_16x16.png\" style=\"width:1em;margin-right:.5em\" alt=\"ORCID iD icon\">https:\/\/orcid.org\/0000-0001-7151-8243<\/a><\/div>\n<div><a href=\"https:\/\/arxiv.org\/search\/?searchtype=author&amp;query=Wittenberg%2C+P\" rel='nofollow'>arXiv<\/a><\/div>\n<div><a href=\"https:\/\/github.com\/wittenberg\" rel='nofollow'>GitHub<\/a><\/div>\n<li> Neumann L, Wittenberg P, Mendler A and Gertheiss J (2025) Signal and Feature Reconstruction in Structural Health Monitoring under Varying Environmental Conditions. <em>Preprint<\/em>. [<a href=\"https:\/\/ssrn.com\/abstract=5748533\" rel='nofollow'>paper<\/a>][<a href=\"https:\/\/github.com\/neumannLizzie\/FeatureReconstructionSHM\" rel='nofollow'>software<\/a>]<\/li>\n<li> K\u00f6hncke M, Jaelani Y, Mendler A, Neumann L, Wittenberg P, Rode-Klemm A and Ke\u00dfler S (2024) Static and Dynamic Load Tests on the Bridge Vahrendorfer Stadtweg. <em>Preprint<\/em>. [<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2412.15713\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Wittenberg P, Knoth S and Gertheiss J (2025) Structural Health Monitoring with Functional Data: Two Case Studies. <em>accepted<\/em>. [<a href=\"https:\/\/arxiv.org\/abs\/2406.01262\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Ad\u00e4mmer P, Wittenberg P, Weiss CH and Testik MC (2025) Nonparametric Monitoring of Spatial Dependence. <em>Technometrics<\/em>. [<a href=\"https:\/\/doi.org\/10.1080\/00401706.2025.2573232\" rel='nofollow'>paper<\/a>][<a href=\"https:\/\/github.com\/AdaemmerP\/OrdinalPatterns.jl\" rel='nofollow'>software<\/a>]<\/li>\n<li> Wittenberg P, Mendler A, Knoth S and Gertheiss J (2025) Multivariate long-term profile monitoring with application to the KW51 railway bridge. In \u00c1. Cunha and E. Caetano, editors, <em>Experimental Vibration Analysis for Civil Engineering Structures<\/em>, pages 463\u2013472, Cham. Springer Nature Switzerland. [<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-96114-4_48\" rel='nofollow'>paper<\/a>]<\/li>\n<li>Gertheiss J, Neumann L and Wittenberg P. (2025) Bridge health monitoring under varying environmental conditions using conditional principal component analysis. In \u00c1. Cunha and E. Caetano, editors, <em>Experimental Vibration Analysis for Civil Engineering Structures<\/em>, pages 407\u2013415, Cham. Springer Nature Switzerland. [<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-96106-9_43\" rel='nofollow'>paper<\/a>]<\/li>\n<li>Neumann L, Wittenberg P and Gertheiss J. (2025) Confidence Intervals for Conditional Covariances of<br \/>\nNatural Frequencies, Frequencies. In M. D\u00f6hler, A. M\u00e9lot, and M. A. L\u00f3pez, editors, <em>Proceedings of the 11th International Operational Modal Analysis Conference (IOMAC 2025)<\/em>, pages 742\u2013749, Rennes, France. [<a href=\"https:\/\/iomac2025.sciencesconf.org\/591249\/document\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Wittenberg P, Neumann L, Mendler A and Gertheiss J (2025) Covariate-adjusted functional data analysis for structural health monitoring. <em>Data-Centric Engineering<\/em>. 6:e27 [<a href=\"https:\/\/www.doi.org\/10.1017\/dce.2025.18\" rel='nofollow'>paper<\/a>][<a href=\"https:\/\/github.com\/wittenberg\/CAFDA-SHM_code\" rel='nofollow'>software<\/a>]<\/li>\n<li> Neumann N, Wittenberg P, Mendler A and Gertheiss J (2025) Confounder-adjusted covariances of system outputs and applications to structural health monitoring. <em>Mechanical Systems and Signal Processing<\/em>. 224, 111983 [<a href=\"https:\/\/doi.org\/10.1016\/j.ymssp.2024.111983\" rel='nofollow'>paper<\/a>][<a href=\"https:\/\/github.com\/neumannLizzie\/conditional-covariance\" rel='nofollow'>software<\/a>]<\/li>\n<li> Windmann A, Wittenberg P, Schieseck M and Niggemann O (2024) Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems. <em>2024 IEEE 22nd International Conference on Industrial Informatics (INDIN)<\/em>, Beijing, China, 2024, pp. 1-8 [<a href=\"https:\/\/doi.org\/10.1109\/INDIN58382.2024.10774364\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Wittenberg P and Gertheiss J (2023) Modelling SHM sensor outputs: A functional data approach. <em>Proceedings of the 37th International Workshop on Statistical Modelling<\/em>, Vol. I, 664-668.<\/li>\n<li> Morais MC, Wittenberg P and Knoth S (2023) An ARL-unbiased Modified Chart for Monitoring Autoregressive Counts with Geometric Marginal Distributions. <em>Sequential Analysis<\/em>. 42(3), 323-347. [<a href=\"https:\/\/doi.org\/10.1080\/07474946.2023.2221996\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Morais MC, Wittenberg P and Cruz CJ (2023) An ARL-Unbiased Modified np-Chart for Autoregressive Binomial Count. <em>Stochastics and Quality Control<\/em>.  38(1): 11-24 [<a href=\"https:\/\/doi.org\/10.1515\/eqc-2022-0052\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Morais MC, Wittenberg P and Cruz CJ (2022) The np-chart with 3-sigma limits and the ARL-unbiased np-chart revisited. <em>Stochastics and Quality Control<\/em>.  37(2): 107-116. [<a href=\"https:\/\/doi.org\/10.1515\/eqc-2022-0032\" rel='nofollow'>paper<\/a>]<\/li>\n<li> Wittenberg P, Morais MC and Woodall WH (2022) Comments on \u201cOn scale parameter monitoring of the Rayleigh distributed data using a new design\u201d. <em>IEEE Access<\/em> 10: 84622-84625. [<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2022.3196664\" rel='nofollow'>paper<\/a>] [<a href=\"https:\/\/ieeexplore.ieee.org\/ielx7\/6287639\/9668973\/9851442\/access-3196664-mm.zip?arnumber=9851442\" rel='nofollow'>software<\/a>]<\/li>\n<li>Wittenberg P (2022) Modeling the patient mix for risk\u2010adjusted CUSUM charts. <em>Statistical Methods in Medical Research<\/em> 31(5):779-800. [<a href=\"https:\/\/doi.org\/10.1177\/09622802211053205\" rel='nofollow'>paper<\/a>] [<a href=\"https:\/\/CRAN.R-project.org\/package=vlad\" rel='nofollow'>software<\/a>]<\/li>\n<li>Knoth S, Wittenberg P and Gan FF (2019) Risk\u2010adjusted CUSUM charts under model error. <em>Statistics in Medicine<\/em> 38(12):2206-2218. [<a href=\"https:\/\/doi.org\/10.1002\/sim.8104\" rel='nofollow'>paper<\/a>] [<a href=\"https:\/\/CRAN.R-project.org\/package=vlad\" rel='nofollow'>software<\/a>]<\/li>\n<li>Mahmood T, Wittenberg P, Zwetsloot IM, Wang H and Tsui KW (2019) Monitoring data quality for telehealth systems in the presence of missing data. <em>International Journal of Medical Informatics<\/em> 126: 156-163. [<a href=\"https:\/\/arxiv.org\/abs\/1809.03127\" rel='nofollow'>paper<\/a>]<\/li>\n<li>Wittenberg P, Gan FF and Knoth S (2018) A simple signaling rule for variable life\u2010adjusted display derived from an equivalent risk\u2010adjusted CUSUM chart. <em>Statistics in Medicine<\/em> 37(16): 2455-2473. [<a href=\"https:\/\/doi.org\/10.1002\/sim.7647\" rel='nofollow'>paper<\/a>] [<a href=\"https:\/\/CRAN.R-project.org\/package=vlad\" rel='nofollow'>software<\/a>]<\/li>\n<li>Wittenberg P, Sever S, Knoth S, Sahin N and Bondarenko J (2013) Determining quantitative road safety targets by applying statistical prediction techniques and a multi-stage adjustment procedure. <em>Accident Analysis and Prevention<\/em> 50: 566-577. [<a href=\"https:\/\/doi.org\/10.1016\/j.aap.2012.06.006\" rel='nofollow'>paper<\/a>]<\/li>\n<h3>Lehrveranstaltungen<\/h3>\n<ul>\n<li> Vorlesung und \u00dcbung Statistische Qualit\u00e4tssicherung, Zuverl\u00e4ssigkeit und Sicherheit (<abbr title=\"Wintertrimester\">WT<\/abbr> 2025) <\/li>\n<li> Vorlesung und \u00dcbung Statistik f\u00fcr Politologen (<abbr title=\"Wintertrimester\">WT<\/abbr> 2023)<\/li>\n<li> Vorlesung und \u00dcbung Mathematik f\u00fcr WiWi (<abbr title=\"Herbsttrimester\">HT<\/abbr> 2022, 2023, 2024)<\/li>\n<li> Vorlesung und \u00dcbung Stochastik II (<abbr title=\"Fr\u00fchjahrstrimester\">FT<\/abbr> 2025)<\/li>\n<li> \u00dcbung Zeitreihenanalyse (<abbr title=\"Fr\u00fchjahrstrimester\">FT<\/abbr> 2023)<\/li>\n<li> \u00dcbung Mathematik f\u00fcr Wirtschaftswissenschaftler (<abbr title=\"Herbsttrimester\">HT<\/abbr> 2016)<\/li>\n<li> \u00dcbung Quantitative Methoden II (<abbr title=\"Wintertrimester\">WT<\/abbr> 2021)<\/li>\n<li> \u00dcbung Quantitative Methoden III (<abbr title=\"Fr\u00fchjahrstrimester\">FT<\/abbr> 2021)<\/li>\n<li> \u00dcbung Statistik I (<abbr title=\"Wintertrimester\">WT<\/abbr> 2019)<\/li>\n<li> \u00dcbung Statistik II ( <abbr title=\"Fr\u00fchjahrstrimester\">FT<\/abbr> 2016, 2017)<\/li>\n<li> \u00dcbung Stochastik I ( <abbr title=\"Herbsttrimester\">HT<\/abbr> 2020)<\/li>\n<li> \u00dcbung Stochastik II ( <abbr title=\"Fr\u00fchjahrstrimester\">FT<\/abbr> 2018, 2019, 2020, 2021, 2022)<\/li>\n<li> \u00dcbung Statistische Qualit\u00e4tssicherung, Zuverl\u00e4ssigkeit und Sicherheit (<abbr title=\"Wintertrimester\">WT<\/abbr> 2016, 2017, 2018, 2020)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Raum: 1373 Telefon: +49-40-6541-3007 Fax: +49-40-6541-2834 Email: pwitten(at)hsu-hh.de Besucheranschrift Helmut-Schmidt-Universit\u00e4t Geb\u00e4ude H1 R 1397 Holstenhofweg 85 22043 Hamburg Postanschrift Dr. Philipp Wittenberg F\u00e4chergruppe Mathematik und Statistik Helmut-Schmidt-Universit\u00e4t Postfach 700822 22008 [&hellip;]<\/p>\n","protected":false},"author":1396,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-923","page","type-page","status-publish","hentry","category-forschung"],"_links":{"self":[{"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/pages\/923","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/users\/1396"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/comments?post=923"}],"version-history":[{"count":50,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/pages\/923\/revisions"}],"predecessor-version":[{"id":1577,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/pages\/923\/revisions\/1577"}],"wp:attachment":[{"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/media?parent=923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/categories?post=923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statdat\/wp-json\/wp\/v2\/tags?post=923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}