Wissenschaftliche Referenzen​

Publikationen und wissenschaftliche Arbeit

Ausgewählte Veröffentlichungen aus den Bereichen Machine Learning, Statistik, Biostatistik, klinische Forschung und mathematische Grundlagen.

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Prof. Dr. Robert Hable ist Autor zahlreicher wissenschaftlicher Publikationen im Bereich Statistik, Biostatistik und klinische Studien.

Die folgenden Veröffentlichungen dokumentieren seine wissenschaftliche Tätigkeit und Zusammenarbeit mit medizinischen Forschungsteams.

Zeitschriftenartikel Konferenzbände Buchkapitel & Bücher Software Habilitation & Doktorarbeit Vorträge & Poster

Zeitschriftenartikel

Peer-reviewed Fachbeiträge und wissenschaftliche Zeitschriftenpublikationen.

2025

  • Ramadanov N., Voss M., Hable Robert, Prill R., Salzmann M., Becker R.
    Comparative evaluation and ranking of anterior surgical approaches for acetabular fractures: A systematic review and network meta-analysis.
    Injury, 56(4), 112241, 2025.
    DOI
  • Ramadanov N., Lettner J., Voss M., Hable Robert, Prill R., Dimitrov D., Becker R.
    Conservative treatment versus hip arthroscopy in patients with femoroacetabular impingement: a multilevel meta-analysis of randomized controlled trials.
    Bone & Joint Open, 6(4), 480–498, 2025.
    DOI
  • Ramadanov N., Lettner J., Hable Robert, Hakam H., Prill R., Dimitrov D., Becker R., Schreyer A., Salzmann M.
    Artificial Intelligence-Guided Assessment of Femoral Neck Fractures in Radiographs: A Systematic Review and Multilevel Meta-Analysis.
    Orthopaedic Surgery, 17(5), 1277–1286, 2025.
    DOI
  • Ramadanov N., John P., Hable Robert, Schreyer A., Shabo S., Prill R., Salzmann M.
    Artificial intelligence-guided distal radius fracture detection on plain radiographs in comparison with human raters.
    Journal of Orthopaedic Surgery and Research, 20(1), 468, 2025.
    DOI
  • Becker R., Voss M., Lettner J., Hable Robert, Kayaalp M., Tandogan R., Indelli P., Ramadanov N.
    Mean distraction force applied in tension-controlled ligament-balanced total knee arthroplasty: A systematic review and meta-analysis.
    Knee Surgery, Sports Traumatology, Arthroscopy, First published: 26 February 2025.
    DOI
  • Ramadanov N., Voss M., Hable Robert, Hassan Tarek H., Prill R., Salzmann M., Dimitrov D., Becker R.
    Postoperative Harris Hip Score Versus Harris Hip Score Difference in Hip Replacement: What to Report?
    Orthopaedic Surgery, 17(1), 3–21, 2025.
    DOI
  • Salzmann M., Hassan Tarek H., Prill R., Becker R., Schreyer A., Hable Robert, Ostojic M., Ramadanov N.
    Artificial intelligence-based assessment of leg axis parameters shows excellent agreement with human raters: A systematic review and meta-analysis.
    Knee Surgery, Sports Traumatology, Arthroscopy, 33(1), 177–190, 2025.
    DOI
  • Ramadanov N., Lettner J., Voss M., Prill R., Hable Robert, Dimitrov D., Becker R.
    Minimal Clinically Important Differences in Conservative Treatment Versus Hip Arthroscopy for Femoroacetabular Impingement Syndrome: A Frequentist Meta-Analysis of RCTs.
    Orthopaedic Surgery, 17(9), 2514–2528, 2025.
    DOI
  • Ramadanov N., Voss M., Diallo R., Lettner J., Hakam H., Prill R., Becker R., Hable Robert.
    Do Meta-Analyses of Total Hip Arthroplasty Produce Reliable Results? A Systematic Review and Meta-Epidemiological Study of Statistical Methods.
    Orthopaedic Surgery, 17(7), 1936–1955, 2025.
    DOI
  • Ramadanov N., Voss M., Hable Robert, Prill R., Dimitrov D., Becker R., Banke I., Haertlé M., Ahmad S.
    Periacetabular osteotomy versus hip arthroscopy in patients with borderline developmental dysplasia of the hip: A systematic review and multi-level meta-analysis.
    Journal of Experimental Orthopaedics, 12(3), e70311, 2025.
    DOI
  • Ramadanov N., Voss M., Hable Robert, Prill R., Dimitrov D., Ezechieli M., Banke I., Becker R.
    Multilevel Meta-Analysis of Treatment Options for Patients With Iliopsoas Impingement Syndrome After Total Hip Arthroplasty.
    Orthopaedic Surgery, 17(7), 1899–1912, 2025.
    DOI
  • Ramadanov N., Voss M., Hable Robert, Prill R., Ezechieli M., Becker R.
    Meta-Regression Analysis of the Association Between Acetabular Cup Positioning and Functional Outcome for Patients With Iliopsoas Impingement Syndrome After Total Hip Arthroplasty.
    Arthroplasty Today, 34, 101760, 2025.
    DOI
  • Ramadanov N., Voss M., Heinz M., Hable Robert, Prill R., Becker R., Penchev P., Ahmad S.
    Pelvic tilt remains unchanged after periacetabular osteotomy: A single-arm multilevel meta-analysis and meta-regression.
    Journal of Experimental Orthopaedics, 12(4), e70453, 2025.
    DOI

2024

  • Ramadanov N., Voss M., Hable Robert, Prill R., Hakam H., Salzmann M., Dimitrov D., Becker R.
    Patient-related Predictors for the Functional Outcome of SuperPATH Hemiarthroplasty versus Conventional Approach Hemiarthroplasty: A Systematic Review and Meta-regression Analysis of Randomized Controlled Trials.
    Orthopaedic Surgery, 16(4), 791–801, 2024.
    DOI
  • Ramadanov N., Salzmann M., Voss M., Hable Robert, Hakam H., Prill R., Dimitrov D., Becker R.
    Response to the letter to the editor by Prof. Raju Vaishya and Dr. Abhishek Vaish regarding our recent publication in the Journal of Orthopaedic Surgery and Research: "The influence of operation time for hip hemiarthroplasty in patients with femoral neck fracture: a retrospective data analysis".
    Journal of Orthopaedic Surgery and Research, 19(1), 530, 2024.
    DOI
  • Ramadanov N., Salzmann M., Voss M., Hable Robert, Hakam H., Prill R., Dimitrov D., Becker R.
    The influence of operation time for hip hemiarthroplasty on complication rates and mortality in patients with femoral neck fracture: a retrospective data analysis.
    Journal of Orthopaedic Surgery and Research, 19(1), 311, 2024.
    DOI

2023

  • Ramadanov N., Marinova-Kichikova P., Hable Robert, Dimitrov D.
    Minimally Invasive versus Conventional Approaches in Total Hip Arthroplasty: A Systematic Review and Meta-Analysis of 47 Randomized Controlled Trials.
    Prosthesis, 5(3), 962–991, 2023.
    DOI
  • Strobl H., Hermann-Johns A., Loss J., Hable Robert, Tittlbach S.
    A Person-Centered Perspective on Physical Activity-Related Barriers Perceived by Male Fluctuators 50 Plus: A Cross-Sectional Study.
    American Journal of Men’s Health, 17(5), 2023.
    DOI
  • Ramadanov N., Ostojic M., Lazaru P., Liu K., Hable Robert, Marinova-Kichikova P., Dimitrov D., Becker R.
    Risk Factors and Predictors for Functional Outcome and Complication Rate in Total Hip Arthroplasty through Minimally Invasive and Conventional Approaches: A Systematic Review and Meta-Regression Analysis of 41 Randomized Controlled Trials.
    Journal of Clinical Medicine, 12(18), 5895, 2023.
    DOI
  • Ramadanov N., Marinova-Kichikova P., Hable Robert, Dimitrov D., Becker R.
    Comparison of Postoperative Serum Biomarkers after Total Hip Arthroplasty through Minimally Invasive Versus Conventional Approaches: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.
    Prosthesis, 5(3), 694–710, 2023.
    DOI

2021

  • Heigl Michael, Anand Kumar, Urmann Andreas, Fiala D., Schramm Martin, Hable Robert
    On the Improvement of the Isolation Forest Algorithm for Outlier Detection with Streaming Data.
    Electronics, 10(13), 1534, 2021.
    DOI

2017

  • Arunraj N., Hable Robert, Fernandes M., Leidl K., Heigl M.
    Comparison of Supervised, Semi-supervised and Unsupervised Learning Methods in Network Intrusion Detection Systems (NIDS) Application.
    Anwendungen und Konzepte in der Wirtschaftsinformatik (AKWI), 10–19, 2017.
  • Dupke C., Bonenfant C., Reineking B., Hable Robert, Zeppenfeld T., Ewald M., Heurich M.
    Habitat selection by a large herbivore at multiple spatial and temporal scales is primarily governed by food resources.
    Ecography - Pattern and Process in Ecology, 40(8), 1014–1027, 2017.
    DOI

2016

  • Albrecht H., Gallitz J., Hable Robert, Vieth M., Tontini G., Neurath M., Riemann J., Neumann H.
    The Offer of Advanced Imaging Techniques Leads to Higher Acceptance Rates for Screening Colonoscopy - A Prospective Multivariate Analysis of Data From a Patient Questionnaire.
    Gastrointestinal Endoscopy, 83(5), AB359–AB360, 2016.
    DOI
  • Strohriegel K.; Hable Robert
    Qualitative robustness of estimators on stochastic processes.
    Metrika, 79(8), 895–917, 2016.
    DOI
  • Albrecht H., Gallitz J., Hable Robert, Vieth M., Tontini G., Neurath M., Riemann J., Neumann H.
    The Offer of Advanced Imaging Techniques Leads to Higher Acceptance Rates for Screening Colonoscopy - a Prospective Study.
    Asian Pacific Journal of Cancer Prevention, 17(8), 3871–3875, 2016.
  • Fishkis O., Müller K., Hable Robert, Huwe B.
    Effects of Throughfall Exclusion, Soil Texture and Spatial Continuity on Soil Water Repellency in Fichtel Mountains.
    Soil Science Society of America Journal, 80, 554–562, 2016.
    DOI

2015

  • Fishkis O., Wachten M., Hable Robert
    Assessment of soil water repellency as a function of soil moisture with mixed modelling.
    European Journal of Soil Science, 66(5), 910–920, 2015.
    DOI
  • Boulesteix A.-L., Hable Robert, Lauer S., Eugster M.J.A.
    A Statistical Framework for Hypothesis Testing in Real Data Comparison Studies.
    The American Statistician, 69(3), 201–212, 2015.
    DOI

2014

  • Mislimshoeva B., Hable Robert, Samimi C., Abdulnazarov A., Fezakov M., Koellner T.
    Factors Influencing Households’ Firewood Consumption in the Western Pamirs, Tajikistan.
    Mountain Research and Development, 34(2), 147–156, 2014.
    DOI
  • Robert Hable
    Practical Tikhonov Regularized Estimators in Reproducing Kernel Hilbert Spaces for Statistical Inverse Problems.
    Preprint (arXiv), 2014.
  • Robert Hable
    Asymptotic Confidence Sets for General Nonparametric Regression and Classification by Regularized Kernel Methods.
    Preprint (arXiv), 2014.
  • Hable Robert, Christmann A.
    Estimation of Scale Functions to Model Heteroscedasticity by Kernel Based Quantile Methods.
    Journal of Nonparametric Statistics, 26(2), 219–239, 2014.
    DOI

2013

  • Robert Hable
    Universal Consistency of Localized Versions of Regularized Kernel Methods.
    Journal of Machine Learning Research, 14(1), 111–144, 2013.
    PDF
  • Skulj D., Hable Robert
    Coefficients of ergodicity for Markov chains with uncertain parameters.
    Metrika, 76(1), 107–133, 2013.
    DOI

2012

  • Robert Hable
    Asymptotic Normality of Support Vector Machine Variants and Other Regularized Kernel Methods.
    Journal of Multivariate Analysis, 106, 92–117, 2012.
    DOI
  • Christmann A., Hable Robert
    Consistency of support vector machines using additive kernels for additive models.
    Computational Statistics & Data Analysis, 56(4), 854–873, 2012.
    DOI

2011

  • Hable Robert, Christmann A.
    On Qualitative Robustness of Support Vector Machines.
    Journal of Multivariate Analysis, 102(6), 993–1007, 2011.
    DOI

2010

  • Robert Hable
    A Minimum Distance Estimator in an Imprecise Probability Model - Computational Aspects and Applications.
    International Journal of Approximate Reasoning, 51(9), 1114–1128, 2010.
    DOI
  • Thomas Augustin, Robert Hable
    On the impact of robust statistics on imprecise probability models: a review.
    Structural Safety, 32(6), 358–365, 2010.
    DOI
  • Robert Hable
    Minimum Distance Estimation in Imprecise Probability Models.
    Journal of Statistical Planning and Inference, 140(2), 461–479, 2010.
    Artikel
  • Robert Hable, Peter Ruckdeschel, Helmut Rieder
    Optimal robust influence functions in semiparametric regression.
    Journal of Statistical Planning and Inference, 140(1), 226–245, 2010.
    DOI

2009

  • Robert Hable
    Finite approximations of data-based decision problems under imprecise probabilities.
    International Journal of Approximate Reasoning, 50(7), 1115–1128, 2009.
    DOI
  • Robert Hable
    Data-Based Decisions under Imprecise Probability and Least Favorable Models.
    International Journal of Approximate Reasoning, 50(4), 642–654, 2009.
    DOI

Konferenzband-Artikel

Beiträge in Konferenzbänden und Proceedings.

2013

  • Christmann A., Hable Robert
    On the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods.
    Proceedings of the 59th World Statistics Congress of the International Statistical Institute (ISI), Hong Kong, 2013.

2011

  • Matthias Troffaes & Robert Hable
    Robustness of Natural Extension.
    7th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA'11), Innsbruck, Austria, 2011.

2010

  • Tomáš Kroupa & Robert Hable
    Structure of the Set of Belief Functions Generated by a Random Closed Interval.
    Workshop on the Theory of Belief Functions, Brest, France, 2010.

2009

  • Thomas Augustin & Robert Hable
    On the impact of robust statistics on imprecise probability models: a review.
    The 10th International Conference on Structural Safety and Reliability (ICOSSAR 2009), Osaka, Japan, 2009.
  • Robert Hable
    A Minimum Distance Estimator in an Imprecise Probability Model - Computational Aspects and Applications; fulltext.
    Proceedings of the Sixth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA’09), Durham, UK, 2009.
  • Damjan Skulj & Robert Hable
    Coefficients of ergodicity for imprecise Markov chaines; fulltext.
    Proceedings of the Sixth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA’09), Durham, UK, 2009.

2007

  • Robert Hable
    Data-Based Decisions under Imprecise Probability and Least Favorable Models; fulltext.
    Proceedings of the 5th International Symposium on Imprecise Probability: Theory and Application, Prague, Czech Republic, 2007.
  • Robert Hable
    Supplements to the Article "Data-Based Decisions under Imprecise Probability and Least Favorable Models".

Buchkapitel, Bücher & Monografien

Buchbeiträge, Lehrbuch und wissenschaftliche Monografien.

2015

  • Hable Robert
    Einführung in die Stochastik: Ein Begleitbuch zur Vorlesung.
    Springer, ISBN 978-3-662-43497-0, 2015.

2014

  • Nathan Huntley, Robert Hable & Matthias C.M. Troffaes
    Decision Making.
    In: T. Augustin, F. Coolen, G. de Cooman, M. Troffaes (Eds.), An Introduction to Imprecise Probabilities, Wiley, Hoboken, 2014.
  • Matthias C.M. Troffaes & Robert Hable
    Computation.
    In: T. Augustin, F. Coolen, G. de Cooman, M. Troffaes (Eds.), An Introduction to Imprecise Probabilities, Wiley, Hoboken, 2014.

2013

  • Robert Hable & Andreas Christmann
    Robustness Versus Consistency in Ill-Posed Classification and Regression Problems.
    In: Antonio Giusti, Gunter Ritter, Maurizio Vichi (Eds.), Classification and Data Mining, Springer, Berlin, 2013.

Software

Wissenschaftliche Softwarebeiträge.

2008

  • imprProbEst
    Minimum distance estimation in an imprecise probability model.
    Contributed R-Package on CRAN, Version 1.0, 2008-10-23; maintainer Hable, R.

Habilitation & Doktorarbeit

Akademische Qualifikationsarbeiten.

2012

  • Robert Hable
    Statistical Properties of Regularized Kernel Methods in General Regression and Classification Problems.
    Habilitationsschrift, Universität Bayreuth, 2012. Erhältlich auf Anfrage.

2009

Vorträge, Poster & wissenschaftliche Praxisbeiträge

Ausgewählte Vorträge, Webinare und weitere wissenschaftsnahe Beiträge.

2022

  • Hable Robert
    KI in der Produktion – Methoden, Praxisbeispiele, Strategien.
    Das Webinar am Freitag (Bayern Innovativ), 09.12.2022.
  • Hable Robert
    Fragebögen erstellen und auswerten - (k)eine Wissenschaft für sich.
    Digitale Methoden in der Forschung, 02.05.2022.
  • Hable Robert
    KI in der Produktion – Methoden, Praxisbeispiele, Strategien.
    Das Webinar am Freitag, 01.04.2022.
  • Hable Robert
    Podiumsdiskussion des Q2-Leistungskurses Geographie des Gymnasiums Siegburg Alleestraße: Die Stadt als lebenswerter Raum für alle? - Strategien einer zukunftsorientierten Stadtentwicklung.
    Video, 2022.

2021

  • Hable Robert
    Best Practice Projekt: Internationales Big Data Zentrum Ostbayern-Südböhmen.
    INTERREG VI-A: Bayern-Österreich & Bayern-Tschechien 2021–2027: Möglichkeiten für Hochschulen in der Europaregion Donau-Moldau, 08.10.2021.
  • Hable Robert
    KI in der Produktion – Methoden, Praxisbeispiele, Strategien.
    Das Webinar am Freitag, 11.06.2021.
  • Hable Robert
    Künstliche Intelligenz – was bringt es dem Mittelstand?
    Online-Vortragsreihe Bayern - Tschechien, 30.03.2021.

2019

  • Hable Robert
    Fitting Additive Models With Regularized Kernel Methods: Methodology, Robustness Properties, and Business Applications.
    DAGStat Conference 2019, 20.03.2019.

2018

  • Hable Robert
    Maschinelles Lernen erfolgreich nutzen.
    DigiCamp zum Thema "4.0 braucht Künstliche Intelligenz (KI) - Praktische KI erleben", 16.01.2019.
  • Hable Robert
    Big Data in der Produktion.
    27.11.2018.
  • Hable Robert
    What Machine Learning Can Do.
    TechDays, 14.05.2018.
  • Hable Robert
    BIG DATA in der Großküche - Was steckt dahinter, wo liegen die Chancen und Risiken?
    Jahresmitgliederversammlung des HKI Industrieverbands, 16.04.2018.
  • Hable Robert
    Statistische Daten in der Praxis: Zeitverschwendung oder Goldgrube?
    20.02.2018.

2017

  • Hable Robert
    Big Data Analytics im Unternehmen: Strategien, Praxisbeispiele und Methoden.
    Advanced Analytics Infrastructure Dialog, 04.12.2017.
  • Hable Robert
    Prognosen in Unternehmen: Praxisbeispiele und Handlungsempfehlungen.
    Prognosekonferenz, 06.11.2017.
  • Hable Robert
    Big Data - erste Schritte wagen! Praxisbeispiele und Handlungsempfehlungen für Unternehmen.
    Sensorik Symposium, 27.09.2017.

2015

  • Hable Robert
    Nichtparametrische Klassifikation und Regression mit maschinellen Lernverfahren: Theorie und Anwendungen.
    03.08.2015.
  • Hable Robert
    Maschinelles Lernen: Datenanalyse mit Methoden der künstlichen Intelligenz: Gastvortrag in Vorlesung zu "Big Data-Algorithms and Systems".
    07.07.2015.

2014

  • Hable Robert
    Nichtparametrische Klassifikation und Regression mit SVMs und anderen regularisierten Kern-Verfahren: Statistische Modelle und Inferenz.
    Kolloquium des Instituts für Medizinische Biometrie und Statistik der Universität Lübeck, 14.11.2014.