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The best thinking in business analytics from the Decision Sciences Institute / Decision Sciences Institute ; edited by Merrill Warkentin

Contributor(s): Warkentin, Merrill [editor] | Decision Sciences Institute [issuing body].
Publisher: Upper Saddle River, New Jersey Decision Sciences Institute, [2016]Description: xv, 270 pages : illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9780134072951.Subject(s): Decision making -- Statistical methods | Decision making -- Data processing | Data mining | Commercial statisticsGenre/Form: Print books.
Contents:
Machine generated contents note: Abstract -- Introduction -- Preliminaries -- Delivery Time -- Customer Response Model -- Delivery Time Models -- Numerical Example -- Concluding Remarks -- References -- About the Authors -- Abstract -- Introduction -- Understanding Data Quality -- Statistical Monitoring of Data Quality Using Control Charts -- An Example of Controlling Data Quality with Statistical Process Control -- Propositions for Research and Practice -- Conclusion -- References -- About the Authors -- Abstract -- Introduction -- Theoretical Background and Hypothesis Development -- Hypothesis Development -- Research Method -- Hypotheses Testing -- Discussion of Results -- Limitations/Implications/Contributions -- Future Research -- Conclusions -- References -- About the Authors -- Appendix A: Cognitive Reflection Test (CRT) -- Appendix B: Base Rate Fallacy -- Abstract -- Introduction -- Data and Methodologies -- Results -- Summary -- References -- About the Author -- Abstract -- Introduction -- Credit Scoring Using a Neural Network Ensemble -- Experimental Results -- Conclusion -- References -- About the Author -- Abstract -- Introduction -- Datasets and Calculations -- Random Walk Simulations and Forecasts -- Pattern Forecasts -- Neural Network Forecasts -- Decision Tree Forecasts -- Comparison of Methodologies and Summary -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Research Methodology -- Sample and Dataset -- Results -- Conclusions -- References -- About the Authors -- Appendix -- Abstract -- Introduction -- Literature Review, Propositions, and Theoretical Model Development -- Methods and Data -- Discussion and Conclusions -- Future Directions and Limitations -- About the Authors -- References -- Abstract -- Introduction -- Literature Review -- Triangular Fuzzy Numbers -- Research Method -- Data Analysis -- Discussion and Conclusions -- References -- About the Authors -- Abstract -- Introduction -- Problem Statement -- Agent-Based Simulation Methodology in Distribution and Supply Chain Management -- Model Development -- Results and Discussion -- Conclusions and Future Research -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Model Description -- Numerical Study -- Conclusions and Extensions -- References -- About the Author -- Abstract -- Introduction -- Literature Review -- Croston's Method and Variations -- Simulation Study Description and Results -- Conclusions and Discussion -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Network Configuration in Closed-Loop Supply Chains -- Decision Models for Supplier Evaluation and Selection -- Contributions of This Research -- Problem Formulation -- Multi-Objective Optimization Model -- Solution Methodology -- Computational Results -- Conclusions and Future Research -- References -- About the Author -- Abstract -- Analytics in Healthcare -- Preadmission Testing Process Description -- Problem Description -- Literature Review -- The Simulation Model -- Analysis and Results -- Acknowledgment -- References -- About the Authors
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Includes bibliographical references and index

Machine generated contents note: Abstract -- Introduction -- Preliminaries -- Delivery Time -- Customer Response Model -- Delivery Time Models -- Numerical Example -- Concluding Remarks -- References -- About the Authors -- Abstract -- Introduction -- Understanding Data Quality -- Statistical Monitoring of Data Quality Using Control Charts -- An Example of Controlling Data Quality with Statistical Process Control -- Propositions for Research and Practice -- Conclusion -- References -- About the Authors -- Abstract -- Introduction -- Theoretical Background and Hypothesis Development -- Hypothesis Development -- Research Method -- Hypotheses Testing -- Discussion of Results -- Limitations/Implications/Contributions -- Future Research -- Conclusions -- References -- About the Authors -- Appendix A: Cognitive Reflection Test (CRT) -- Appendix B: Base Rate Fallacy -- Abstract -- Introduction -- Data and Methodologies -- Results -- Summary -- References -- About the Author -- Abstract -- Introduction -- Credit Scoring Using a Neural Network Ensemble -- Experimental Results -- Conclusion -- References -- About the Author -- Abstract -- Introduction -- Datasets and Calculations -- Random Walk Simulations and Forecasts -- Pattern Forecasts -- Neural Network Forecasts -- Decision Tree Forecasts -- Comparison of Methodologies and Summary -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Research Methodology -- Sample and Dataset -- Results -- Conclusions -- References -- About the Authors -- Appendix -- Abstract -- Introduction -- Literature Review, Propositions, and Theoretical Model Development -- Methods and Data -- Discussion and Conclusions -- Future Directions and Limitations -- About the Authors -- References -- Abstract -- Introduction -- Literature Review -- Triangular Fuzzy Numbers -- Research Method -- Data Analysis -- Discussion and Conclusions -- References -- About the Authors -- Abstract -- Introduction -- Problem Statement -- Agent-Based Simulation Methodology in Distribution and Supply Chain Management -- Model Development -- Results and Discussion -- Conclusions and Future Research -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Model Description -- Numerical Study -- Conclusions and Extensions -- References -- About the Author -- Abstract -- Introduction -- Literature Review -- Croston's Method and Variations -- Simulation Study Description and Results -- Conclusions and Discussion -- References -- About the Authors -- Abstract -- Introduction -- Literature Review -- Network Configuration in Closed-Loop Supply Chains -- Decision Models for Supplier Evaluation and Selection -- Contributions of This Research -- Problem Formulation -- Multi-Objective Optimization Model -- Solution Methodology -- Computational Results -- Conclusions and Future Research -- References -- About the Author -- Abstract -- Analytics in Healthcare -- Preadmission Testing Process Description -- Problem Description -- Literature Review -- The Simulation Model -- Analysis and Results -- Acknowledgment -- References -- About the Authors

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