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Retail Analytics: Integrated Forecasting and Inventory Management for Perishable Products in Retailing

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Bibliographic Details
Main Author:	Sachs, Anna-Lena (Author)
Format:	Thesis Electronic eBook
Language:	English
Published:	Cham Springer International Publishing 2015
Series:	Lecture Notes in Economics and Mathematical Systems 680
Subjects:	Wirtschaft Economics Operations research Nachfrage Bestandsmanagement Prognoseverfahren Lebensmitteleinzelhandel Hochschulschrift
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHM01 FHN01 FHO01 FHR01 FKE01 FLA01 FNU01 FRO01 FWS01 FWS02 HWR01 UBG01 UBT01 UBY01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract
Item Description:	Includes bibliographical references and index
Physical Description:	1 Online-Ressource (XVII, 111 p. 14 illus)
ISBN:	9783319133058
ISSN:	0075-8442
DOI:	10.1007/978-3-319-13305-8

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Record in the Search Index

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adam_text	RETAIL ANALYTICS / SACHS, ANNA-LENA : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION LITERATURE REVIEW SAFETY STOCK PLANNING UNDER CAUSAL DEMAND FORECASTING THE DATA-DRIVEN NEWSVENDOR WITH CENSORED DEMAND OBSERVATIONS DATA-DRIVEN ORDER POLICIES WITH CENSORED DEMAND AND SUBSTITUTION EMPIRICAL NEWSVENDOR DECISIONS UNDER A SERVICE CONTRACT CONCLUSIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. RETAIL ANALYTICS / SACHS, ANNA-LENA : 2015 ABSTRACT / INHALTSTEXT THIS BOOK ADDRESSES THE CHALLENGING TASK OF DEMAND FORECASTING AND INVENTORY MANAGEMENT IN RETAILING. IT ANALYZES HOW INFORMATION FROM POINT-OF-SALE SCANNER SYSTEMS CAN BE USED TO IMPROVE INVENTORY DECISIONS, AND DEVELOPS A DATA-DRIVEN APPROACH THAT INTEGRATES DEMAND FORECASTING AND INVENTORY MANAGEMENT FOR PERISHABLE PRODUCTS, WHILE TAKING UNOBSERVABLE LOST SALES AND SUBSTITUTION INTO ACCOUNT IN OUT-OF-STOCK SITUATIONS. USING LINEAR PROGRAMMING, A NEW INVENTORY FUNCTION THAT REFLECTS THE CAUSAL RELATIONSHIP BETWEEN DEMAND AND EXTERNAL FACTORS SUCH AS PRICE AND WEATHER IS PROPOSED. THE BOOK SUBSEQUENTLY DEMONSTRATES THE BENEFITS OF THIS NEW APPROACH IN NUMERICAL STUDIES THAT UTILIZE REAL DATA COLLECTED AT A LARGE EUROPEAN RETAIL CHAIN. FURTHERMORE, THE BOOK DERIVES AN OPTIMAL INVENTORY POLICY FOR A MULTI-PRODUCT SETTING IN WHICH THE DECISION-MAKER FACES AN AGGREGATED SERVICE LEVEL TARGET, AND ANALYZES WHETHER THE DECISION-MAKER IS SUBJECT TO BEHAVIORAL BIASES BASED ON REAL DATA FOR BAKERY PRODUCTS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Sachs, Anna-Lena
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discipline	Wirtschaftswissenschaften
doi_str_mv	10.1007/978-3-319-13305-8
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genre	(DE-588)4113937-9 Hochschulschrift gnd-content
genre_facet	Hochschulschrift
id	DE-604.BV042296457
illustrated	Not Illustrated
indexdate	2025-02-20T06:51:16Z
institution	BVB
isbn	9783319133058
issn	0075-8442
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-027733517
oclc_num	899167479
open_access_boolean
owner	DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706
owner_facet	DE-473 DE-BY-UBG DE-739 DE-92 DE-2070s DE-703 DE-634 DE-Aug4 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-859 DE-1043 DE-1046 DE-M347 DE-573 DE-1049 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706
physical	1 Online-Ressource (XVII, 111 p. 14 illus)
psigel	ZDB-2-SBE
publishDate	2015
publishDateSearch	2015
publishDateSort	2015
publisher	Springer International Publishing
record_format	marc
series	Lecture Notes in Economics and Mathematical Systems
series2	Lecture Notes in Economics and Mathematical Systems
spellingShingle	Sachs, Anna-Lena Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing Lecture Notes in Economics and Mathematical Systems Wirtschaft Economics Operations research Nachfrage (DE-588)4041036-5 gnd Bestandsmanagement (DE-588)4423366-8 gnd Prognoseverfahren (DE-588)4358095-6 gnd Lebensmitteleinzelhandel (DE-588)4034878-7 gnd
subject_GND	(DE-588)4041036-5 (DE-588)4423366-8 (DE-588)4358095-6 (DE-588)4034878-7 (DE-588)4113937-9
title	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing
title_auth	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing
title_exact_search	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing
title_full	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing Anna-Lena Sachs
title_fullStr	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing Anna-Lena Sachs
title_full_unstemmed	Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing Anna-Lena Sachs
title_short	Retail Analytics
title_sort	retail analytics integrated forecasting and inventory management for perishable products in retailing
title_sub	Integrated Forecasting and Inventory Management for Perishable Products in Retailing
topic	Wirtschaft Economics Operations research Nachfrage (DE-588)4041036-5 gnd Bestandsmanagement (DE-588)4423366-8 gnd Prognoseverfahren (DE-588)4358095-6 gnd Lebensmitteleinzelhandel (DE-588)4034878-7 gnd
topic_facet	Wirtschaft Economics Operations research Nachfrage Bestandsmanagement Prognoseverfahren Lebensmitteleinzelhandel Hochschulschrift
url	https://doi.org/10.1007/978-3-319-13305-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027733517&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027733517&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV036652996
work_keys_str_mv	AT sachsannalena retailanalyticsintegratedforecastingandinventorymanagementforperishableproductsinretailing

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