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by Rosa Arboretti Giancristofaro, Mattia De Dominicis,
End-to-end Data Analytics for Product Development
Cover
Biographies
Preface
About the Companion Website
1 Basic Statistical Background
1.1 Introduction
2 The Screening Phase
2.1 Introduction
2.2 Case Study: Air Freshener Project
3 Product Development and Optimization
3.1 Introduction
3.2 Case Study for Single Sample Experiments: Throat Care Project
3.3 Case Study for Two‐Sample Experiments: Condom Project
3.4 Case Study for Paired Data: Fragrance Project
3.5 Case Study: Stain Removal Project
4 Other Topics in Product Development and Optimization: Response Surface and Mixture Designs
4.1 Introduction
4.2 Case Study for Response Surface Designs: Polymer Project
4.3 Case Study for Mixture Designs: Mix‐Up Project
5 Product Validation
5.1 Introduction
5.2 Case Study: GERD Project
5.3 Case Study: Shelf Life Project (Fixed Batch Factor)
5.4 Case Study: Shelf Life Project (Random Batch Factor)
6 Consumer Voice
6.1 Introduction
6.2 Case Study: “Top‐Two Box” Project
6.3 Case Study: DOE – Top Score Project
6.4 Final Remarks
References
Index
End User License Agreement
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