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Bayes’sche Statistik in der Dienstleistungsforschung
[Bayesian statistics in service research]

Author

Listed:
  • Anna-Liesa Lange

    (Europa-Universität Viadrina)

  • Philipp Otto

    (Europa-Universität Viadrina)

Abstract

Zusammenfassung Der vorliegende Aufsatz soll einen systematischen Literaturüberblick über die Verwendung von Modellen der Bayes’schen Statistik im Rahmen der Dienstleistungsforschung geben. Dabei wird vor allem darauf geachtet, sowohl eine quantitative als auch eine qualitative Übersicht zu liefern. Als Grundlage des systematischen Literaturüberblicks dienen die Zeitschriften dreier Teilbereiche des VHB-Jourqual3 mit dem Ranking A+ bis B. Einerseits wird der relative Anteil der Bayes’schen Statistik im Bereich der Dienstleistungsforschung betrachtet sowie eine zeitliche Einordung der Publikationen bezüglich der drei Teilbereiche und der Rankings gegeben. Andererseits wird im Rahmen der qualitativen Auswertung die thematische Breite der Publikationen dargestellt.

Suggested Citation

  • Anna-Liesa Lange & Philipp Otto, 2016. "Bayes’sche Statistik in der Dienstleistungsforschung [Bayesian statistics in service research]," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 10(4), pages 247-267, December.
    • Handle: RePEc:spr:astaws:v:10:y:2016:i:4:d:10.1007_s11943-016-0189-x
    DOI: 10.1007/s11943-016-0189-x
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    1. Yang Liu & Mikhail Traskin & Scott Lorch & Edward George & Dylan Small, 2015. "Ensemble of trees approaches to risk adjustment for evaluating a hospital’s performance," Health Care Management Science, Springer, vol. 18(1), pages 58-66, March.
    2. Çakır, Metin & Balagtas, Joseph V., 2014. "Consumer Response to Package Downsizing: Evidence from the Chicago Ice Cream Market," Journal of Retailing, Elsevier, vol. 90(1), pages 1-12.
    3. Richard T. Meenan & Somnath Saha & Roger Chou & Karleen Swarztrauber & Kathryn Pyle Krages & Maureen C. O'Keeffe-Rosetti & Marian McDonagh & Benjamin K. S. Chan & Mark C. Hornbrook & Mark Helfand, 2007. "Cost-Effectiveness of Echocardiography to Identify Intracardiac Thrombus among Patients with First Stroke or Transient Ischemic Attack," Medical Decision Making, , vol. 27(2), pages 161-177, March.
    4. Chihmao Hsieh & Sérgio Giovanetti Lazzarini & Jackson A. Nickerson & Marcio Laurini, 2010. "Does Ownership Affect the Variability of the Production Process? Evidence from International Courier Services," Organization Science, INFORMS, vol. 21(4), pages 892-912, August.
    5. David Gaddis Ross, 2014. "An Agency Theory of the Division of Managerial Labor," Organization Science, INFORMS, vol. 25(2), pages 494-508, April.
    6. Aline Gauthier & Andrea Manca & Susan Anton, 2009. "Bayesian Modelling of Healthcare Resource Use in Multinational Randomized Clinical Trials," PharmacoEconomics, Springer, vol. 27(12), pages 1017-1029, December.
    7. Christine Nguyen & Mark Bounthavong & Margaret Mendes & Melissa Christopher & Josephine Tran & Rashid Kazerooni & Anthony Morreale, 2012. "Cost Utility of Tumour Necrosis Factor-α Inhibitors for Rheumatoid Arthritis," PharmacoEconomics, Springer, vol. 30(7), pages 575-593, July.
    8. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    9. Lundborg, Petter & Andersson, Henrik, 2008. "Gender, risk perceptions, and smoking behavior," Journal of Health Economics, Elsevier, vol. 27(5), pages 1299-1311, September.
    10. Betsy Cadwell & James Boyle & Edward Tierney & Theodore Thompson, 2007. "A Bayesian approach to assess heart disease mortality among persons with diabetes in the presence of missing data," Health Care Management Science, Springer, vol. 10(3), pages 231-238, September.
    11. Petter Lundborg, 2007. "Smoking, information sources, and risk perceptions—New results on Swedish data," Journal of Risk and Uncertainty, Springer, vol. 34(3), pages 217-240, June.
    12. Peter E. Rossi & Greg M. Allenby, 2003. "Bayesian Statistics and Marketing," Marketing Science, INFORMS, vol. 22(3), pages 304-328, July.
    13. S. Meysam Mousavi & Fariborz Jolai & Reza Tavakkoli-Moghaddam, 2013. "A Fuzzy Stochastic Multi-Attribute Group Decision-Making Approach for Selection Problems," Group Decision and Negotiation, Springer, vol. 22(2), pages 207-233, March.
    14. Angers, Jean-Francois & Biswas, Atanu, 2003. "A Bayesian analysis of zero-inflated generalized Poisson model," Computational Statistics & Data Analysis, Elsevier, vol. 42(1-2), pages 37-46, February.
    15. William H. Starbuck, 2009. "Perspective ---Cognitive Reactions to Rare Events: Perceptions, Uncertainty, and Learning," Organization Science, INFORMS, vol. 20(5), pages 925-937, October.
    16. Andrea Manca & Paul C. Lambert & Mark Sculpher & Nigel Rice, 2007. "Cost-Effectiveness Analysis Using Data from Multinational Trials: The Use of Bivariate Hierarchical Modeling," Medical Decision Making, , vol. 27(4), pages 471-490, July.
    17. Caterina Conigliani & Andrea Tancredi, 2009. "A Bayesian model averaging approach for cost‐effectiveness analyses," Health Economics, John Wiley & Sons, Ltd., vol. 18(7), pages 807-821, July.
    18. Lin, Wanchuan & Sloan, Frank, 2015. "Risk perceptions and smoking decisions of adult Chinese men," Journal of Health Economics, Elsevier, vol. 39(C), pages 60-73.
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