東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Improving forecasts with integrated ...

Sankaran, Ganesh.

Linked to FindBook

Google Book

Amazon

博客來

Improving forecasts with integrated business planning = from short-term to long-term demand planning enabled by SAP IBP /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Improving forecasts with integrated business planning/ by Ganesh Sankaran ... [et al.].
Reminder of title:	from short-term to long-term demand planning enabled by SAP IBP /
other author:	Sankaran, Ganesh.
Published:	Cham :Springer International Publishing : : 2019.,
Description:	xvi, 421 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Building Demand Planning Organization and Competencies -- Efficient and Effective Usage of Out of the Box Statistical Forecasting -- Custom Method to Forecast Seasonal Products -- Custom Method to Forecast Intermittent Products -- Value of Forecasting with Custom Methods -- Improving Short Term Forecast with Demand Sensing -- How to Measure and Improve Forecasting.
Contained By:	Springer eBooks
Subject:	Management information systems. -
Online resource:	https://doi.org/10.1007/978-3-030-05381-9
ISBN:	9783030053819

Improving forecasts with integrated business planning = from short-term to long-term demand planning enabled by SAP IBP /
Improving forecasts with integrated business planningfrom short-term to long-term demand planning enabled by SAP IBP /[electronic resource] :by Ganesh Sankaran ... [et al.]. - Cham :Springer International Publishing :2019. - xvi, 421 p. :ill., digital ;24 cm. - Management for professionals,2192-8096. - Management for professionals..

Introduction -- Building Demand Planning Organization and Competencies -- Efficient and Effective Usage of Out of the Box Statistical Forecasting -- Custom Method to Forecast Seasonal Products -- Custom Method to Forecast Intermittent Products -- Value of Forecasting with Custom Methods -- Improving Short Term Forecast with Demand Sensing -- How to Measure and Improve Forecasting.

This book provides both a broad overview of the forecasting process, covering technological and human aspects alike, and deep insights into algorithms and platform functionalities in the IBP toolbox required to maximize forecast accuracy. Rich in technical and business explanations, it addresses short-, medium- and long-term forecasting processes using functionalities available in demand planning and demand sensing. There are also several theoretical concepts underpinning the algorithms discussed; these are explained with numerical examples to help demystify the IBP forecasting toolbox. Beyond standard procedures, the book also discusses custom approaches (e.g. new segmentation criteria, new outlier detection and correction methods) and new methods (e.g. the use of Markov chains for forecasting sporadic demands), etc. It subsequently benchmarks common practices using these innovative approaches and discusses the results. As measurement is an important precondition for improvement, an entire chapter is devoted to discussing process improvement and value using the Six Sigma methodology. In closing, the book provides several useful tips and tricks that should come in handy during project implementation.

ISBN: 9783030053819

Standard No.: 10.1007/978-3-030-05381-9doiSubjects--Topical Terms:

528143
Management information systems.

LC Class. No.: HD30.213

Dewey Class. No.: 658.4038

Improving forecasts with integrated business planning = from short-term to long-term demand planning enabled by SAP IBP /
LDR:02699nmm a2200337 a 4500 001 2179725
003 DE-He213
005 20190827151213.0
006 m d
007 cr nn 008maaau
008 191122s2019 gw s 0 eng d
020 $a 9783030053819 $q (electronic bk.)
020 $a 9783030053802 $q (paper)
024 7 $a 10.1007/978-3-030-05381-9 $2 doi
035 $a 978-3-030-05381-9
040 $a GP $c GP
041 0 $a eng
050 4 $a HD30.213
072 7 $a KJQ $2 bicssc
072 7 $a BUS083000 $2 bisacsh
072 7 $a KJQ $2 thema
082 0 4 $a 658.4038 $2 23
090 $a HD30.213 $b .I34 2019
245 0 0 $a Improving forecasts with integrated business planning $h [electronic resource] : $b from short-term to long-term demand planning enabled by SAP IBP / $c by Ganesh Sankaran ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a xvi, 421 p. : $b ill., digital ; $c 24 cm.
490 1 $a Management for professionals, $x 2192-8096
505 0 $a Introduction -- Building Demand Planning Organization and Competencies -- Efficient and Effective Usage of Out of the Box Statistical Forecasting -- Custom Method to Forecast Seasonal Products -- Custom Method to Forecast Intermittent Products -- Value of Forecasting with Custom Methods -- Improving Short Term Forecast with Demand Sensing -- How to Measure and Improve Forecasting.
520 $a This book provides both a broad overview of the forecasting process, covering technological and human aspects alike, and deep insights into algorithms and platform functionalities in the IBP toolbox required to maximize forecast accuracy. Rich in technical and business explanations, it addresses short-, medium- and long-term forecasting processes using functionalities available in demand planning and demand sensing. There are also several theoretical concepts underpinning the algorithms discussed; these are explained with numerical examples to help demystify the IBP forecasting toolbox. Beyond standard procedures, the book also discusses custom approaches (e.g. new segmentation criteria, new outlier detection and correction methods) and new methods (e.g. the use of Markov chains for forecasting sporadic demands), etc. It subsequently benchmarks common practices using these innovative approaches and discusses the results. As measurement is an important precondition for improvement, an entire chapter is devoted to discussing process improvement and value using the Six Sigma methodology. In closing, the book provides several useful tips and tricks that should come in handy during project implementation.
650 0 $a Management information systems. $3 528143
650 0 $a Sales management. $3 624757
650 0 $a Business logistics. $3 648045
650 1 4 $a Business Process Management. $3 2134548
650 2 4 $a Information Systems Applications (incl. Internet) $3 1565452
650 2 4 $a Sales/Distribution. $3 2179369
650 2 4 $a Supply Chain Management. $2 swd $3 1283588
650 2 4 $a Business Information Systems. $3 892640
700 1 $a Sankaran, Ganesh. $3 3385122
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Management for professionals. $3 1565822
856 4 0 $u https://doi.org/10.1007/978-3-030-05381-9
950 $a Business and Management (Springer-41169)