Retail Analytics: Integrated Forecasting and Inventory Management for Perishable Products in Retailing
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2015
|
| Schriftenreihe: | Lecture Notes in Economics and Mathematical Systems
680 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHM01 FHN01 FHO01 FHR01 FKE01 FLA01 FNU01 FRO01 FWS01 FWS02 HWR01 UBG01 UBT01 UBY01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 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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Datensatz im Suchindex
| DE-BY-FWS_katkey | 543933 |
|---|---|
| _version_ | 1806179197399334912 |
| 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.
|
| any_adam_object | 1 |
| author | Sachs, Anna-Lena |
| author_facet | Sachs, Anna-Lena |
| author_role | aut |
| author_sort | Sachs, Anna-Lena |
| author_variant | a l s als |
| building | Verbundindex |
| bvnumber | BV042296457 |
| classification_rvk | QC 020 QH 233 QP 530 |
| collection | ZDB-2-SBE |
| ctrlnum | (OCoLC)899167479 (DE-599)HBZTT050433820 |
| dewey-full | 658.5 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.5 |
| dewey-search | 658.5 |
| dewey-sort | 3658.5 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-319-13305-8 |
| format | Thesis Electronic eBook |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV042296457 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T12:05:10Z |
| 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 |