End to end data analytics for product development : a practical guide for fast consumer goods companies, chemical industry and processing tools manufacturers

"Statistical Toolbox for Industrial Applications and Product Development aims to be a reference for practitioners in statistics with an interactive and involving way of exposing contents by making use of both written material and practical examples with specific target on industrial application...

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Bibliographic Details
Main Authors: Salmaso, Luigi, (Author), De Dominicis, Mattia, (Author), Arboretti, Rosa, (Author), Jones, Chris (Author)
Format: eBook
Language: English
Published: Hoboken, NJ : John Wiley & Sons, Inc., [2020]
Subjects:
New products > Management > Statistical methods.
Experimental design.
elektronické knihy
electronic books
ISBN: 9781119483724
1119483727
1119483700
9781119483717
1119483719
9781119483700
9781119483694
Physical Description: 1 online resource

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Table of contents

LEADER 04234cam a2200469 i 4500
001 kn-on1141502045
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 200127s2020 nju ob 001 0 eng
040 |a DLC  |b eng  |e rda  |e pn  |c DLC  |d EBLCP  |d OCLCO  |d OCLCF  |d RECBK  |d UKAHL  |d OCLCQ  |d YDX  |d DG1  |d OCLCQ  |d OCLCO  |d N$T  |d OCLCO  |d OCLCQ  |d DXU  |d OCLCO  |d OCLCL 
020 |a 9781119483724  |q (electronic bk. ;  |q oBook) 
020 |a 1119483727  |q (electronic bk. ;  |q oBook) 
020 |a 1119483700  |q (electronic book) 
020 |a 9781119483717  |q (electronic book) 
020 |a 1119483719  |q (electronic book) 
020 |a 9781119483700  |q (electronic bk.) 
020 |z 9781119483694  |q (hardcover) 
035 |a (OCoLC)1141502045 
042 |a pcc 
100 1 |a Salmaso, Luigi,  |e author. 
245 1 0 |a End to end data analytics for product development :  |b a practical guide for fast consumer goods companies, chemical industry and processing tools manufacturers /  |c Luigi Salmaso, Mattia De Dominicis, Rosa Arboretti Giancristofaro, Chris Jones. 
264 1 |a Hoboken, NJ :  |b John Wiley & Sons, Inc.,  |c [2020] 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Basic statistical background -- The screening phase -- Product development and optimization -- Other topics in product development and optimization -- Product validation -- Consumer voice. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "Statistical Toolbox for Industrial Applications and Product Development aims to be a reference for practitioners in statistics with an interactive and involving way of exposing contents by making use of both written material and practical examples with specific target on industrial applications. The book will be focussed on Design of Experiments (DoE) targeted for broad industrial applications, but it will cover also basic statistical concepts useful to introduce DoE. It is intended to especially support product innovation and development across fast consumer and pharmaceutical companies in order to improve quality and speed of implementation through data analytics, statistical design and data prediction. The book will promote the use of statistical tools to solve challenges faced during product innovation and feasibility where today is rarely applied. It will also include the following: Innovation feasibility, to formulation and process development; Data correlation between technical lab experiments and consumers feedbacks; Stability studies which are common especially in chemical or pharmaceutical industries ; Regression models. Each chapter will be composed by a first subsection dedicated to the description of an application problem; a second subsection about the description of the statistical solution from the methodological point of view; a third subsection about the use of Minitab for the specific problem under study; a fourth section about other examples and exercises. Each chapter is accompanied by a companion webiste which contains videos summarizing main concepts and application using MINITAB software. In addition, each chapter is accompanied by a link to a quiz session which will guide the reader through a quick revision of his/her understanding of the chapter"--  |c Provided by publisher 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a New products  |x Management  |x Statistical methods. 
650 0 |a Experimental design. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a De Dominicis, Mattia,  |e author. 
700 1 |a Arboretti, Rosa,  |e author. 
700 1 |a Jones, Chris  |q (Christopher Lloyd),  |e author. 
776 0 8 |i Print version:  |a Salmaso, Luigi.  |t End to end data analytics for product development.  |d Hoboken, NJ : Wiley, 2020  |z 9781119483694  |w (DLC) 2019045165 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpEEDAPDA2/end-to-end?kpromoter=marc  |y Full text 

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