Chris Jones - End-to-end Data Analytics for Product Development

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An interactive guide to the statistical tools used to solve problems during product and process innovation End to End Data Analytics for Product Development The book reviews information on feasibility screening, formulation and packaging development, sensory tests, and more. The authors – noted experts in the field – explore relevant techniques for data analytics and present the guidelines for data interpretation. In addition, the book contains information on process development and product validation that can be optimized through data understanding, analysis and validation. The authors present an accessible, hands-on approach that uses MINITAB and JMP software. The book:
• Presents a guide to innovation feasibility and formulation and process development
• Contains the statistical tools used to solve challenges faced during product innovation and feasibility
• Offers information on stability studies which are common especially in chemical or pharmaceutical fields
• Includes a companion website which contains videos summarizing main concepts
Written for undergraduate students and practitioners in industry, 
offers resources for the planning, conducting, analyzing and interpreting of controlled tests in order to develop effective products and processes.

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End‐to‐End Data Analytics for Product Development

A Practical Guide for Fast Consumer Goods Companies, Chemical Industry and Processing Tools Manufacturers

Rosa Arboretti University of Padova, Italy

Mattia De Dominicis Reckitt Benckiser, Italy

Chris Jones Reckitt Benckiser, USA

Luigi Salmaso University of Padova, Italy

This edition first published 2020 2020 John Wiley Sons Ltd All rights - фото 2

This edition first published 2020 © 2020 John Wiley & Sons Ltd

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.

The right of Rosa Arboretti, Mattia De Dominicis, Chris Jones, and Luigi Salmaso to be identified as the authors of this work has been asserted in accordance with law.

Registered Offices John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK

Editorial Office 9600 Garsington Road, Oxford, OX4 2DQ, UK

For details of our global editorial offices, customer services, and more information about Wiley products, visit us at www.wiley.com.

Wiley also publishes its books in a variety of electronic formats and by print‐on‐demand. Some content that appears in standard print versions of this book may not be available in other formats.

Limit of Liability/Disclaimer of Warranty In view of ongoing research, equipment modifications, changes in governmental regulations, and the constant flow of information relating to the use of experimental reagents, equipment, and devices, the reader is urged to review and evaluate the information provided in the package insert or instructions for each chemical, piece of equipment, reagent, or device for, among other things, any changes in the instructions or indication of usage and for added warnings and precautions. While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials, or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages.

Library of Congress Cataloging‐in‐Publication data applied for HB ISBN: 9781119483694

Cover Design: Wiley

Cover Image: © polygraphus/ iStock.com

Biographies

Rosa ArborettiPhD is Associate Professor of Statistics at the Department of - фото 3

Rosa Arboretti,PhD, is Associate Professor of Statistics at the Department of Civil, Environmental and Architectural Engineering of the University of Padova. She has had over 100 papers and books published. Her main research interests are in Design of Experiments, Biostatistics, Pharmaceutical Statistics, Nonparametric Statistics, Customer Satisfaction Surveys, Machine Learning and Big Data Analytics.

Mattia De Dominicisis a former RD VicePresident in Reckitt Benckiser with a - фото 4

Mattia De Dominicisis a former R&D Vice‐President in Reckitt Benckiser with a successful track record in R&D, having led innovation, product development, launch and roll out of consumer good products in Household and Personal Care. He has lived and worked in Italy, the US, UK, South Africa, France and Germany and has experience in inspiring multicultural teams to outperform through fresh vision. Mattia is experienced in growing brands through product innovation and in managing complex projects. He graduated from the University of Padova.

Chris Jonesis a Vice President of RD in Reckitt Benckiser leading product - фото 5

Chris Jonesis a Vice President of R&D in Reckitt Benckiser leading product development for key power brands. Chris has lived and worked in the US, Italy and the UK and developed products across Household and Personal Care sectors whilst striving to develop winning teams and advancement of his personnel. Chris holds a PhD in organometallic chemistry from the University of Liverpool.

Luigi Salmaso PhD is Full Professor of Statistics at the Department of - фото 6

Luigi Salmaso, PhD, is Full Professor of Statistics at the Department of Management and Engineering of the University of Padova and Deputy Chair of same Department. He has had over 300 papers and books published. His main research interests are in Design of Experiments, Six Sigma, Quality Control, Nonparametric Statistics, Industrial Statistics, Machine Learning and Big Data Analytics.

Preface by Chris E Housmekerides Senior Vice President RD Reckitt Benckiser - фото 7

Preface by Chris E. Housmekerides, Senior Vice President R&D Reckitt Benckiser, Head of Innovations & Operations, Hygiene Home. Chris holds a PhD in inorganic chemistry from Penn State University. He has lived and worked in Belgium, China, Germany, Italy, the Netherlands and the US, published a plethora of patent applications in FMCGs, with R&D workstream leadership in M&As, R&D reorganization/restructuring/change management. He is passionate about R&D in the hygiene and homecare sector. He ​spent almost three decades questioning how industries can be more innovative with consumer products, challenging brands to provide better solutions, for today and tomorrow. His dream for the future is to influence through grass roots education – helping leaders of the future understand how to save energy, water, and lives through purpose‐led products.

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