Fabian Taigel

University of Wuerzburg, Chair of Logistics and Quantitative Methods

Sanderring 2

Wuerzburg, D-97070

Germany

SCHOLARLY PAPERS

4

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Scholarly Papers (4)

1.

Machine Learning for Inventory Management: Analyzing Two Concepts to Get From Data to Decisions

Number of pages: 40 Posted: 21 Oct 2018 Last Revised: 08 Nov 2019
Jan Meller and Fabian Taigel
University of Wuerzburg - Chair of Logistics and Quantitative Methods and University of Wuerzburg, Chair of Logistics and Quantitative Methods
Downloads 826 (38,633)

Abstract:

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Inventory Management, Machine Learning, Newsvendor

2.

Model Mis-Specification in Newsvendor Decisions: A Comparison of Frequentist Parametric, Bayesian Parametric and Nonparametric Approaches

Number of pages: 32 Posted: 01 Jan 2020 Last Revised: 22 Jun 2020
Gah‐Yi Ban, Zhenyu Gao and Fabian Taigel
Robert H. Smith School of Business, University of Maryland, Tsinghua University and University of Wuerzburg, Chair of Logistics and Quantitative Methods
Downloads 270 (147,989)

Abstract:

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data-driven decision-making, newsvendor, inventory, model mis-specification, asymptotic statistics

3.

Prescriptive Analytics for Inventory Management: A Comparison of New Approaches

Number of pages: 50 Posted: 22 Aug 2018
Jan Meller, Fabian Taigel and Richard Pibernik
University of Wuerzburg - Chair of Logistics and Quantitative Methods, University of Wuerzburg, Chair of Logistics and Quantitative Methods and University of Würzburg - Business Administration & Economics
Downloads 194 (202,891)

Abstract:

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Prescriptive Analytics, Inventory Management, SEP Newsvendor Model, Machine Learning, Tree-Based Regression, Linear Quantile Regression

4.

Prescriptive Call Center Staffing

Number of pages: 40 Posted: 04 Jun 2020
Fabian Taigel and Jan Meller
University of Wuerzburg, Chair of Logistics and Quantitative Methods and University of Wuerzburg - Chair of Logistics and Quantitative Methods
Downloads 59 (458,419)

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Capacity Management, Machine Learning, Call Center, Fluid model,