Rosa Arboretti's Books

End-to-end Data Analytics for Product Development

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

By: Rosa Arboretti Giancristofaro,Mattia De Dominicis,Chris Jones,Luigi Salmaso

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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

By: Rosa Arboretti Giancristofaro,Mattia De Dominicis,Chris Jones,Luigi Salmaso

An interactive guide to the statistical tools used to solve problems during product and process innovation End to End Data Analytics for Product Development is an accessible guide designed for practitioners in the industrial field. It offers an introduction to data analytics and the design of experiments (DoE) whilst covering the basic statistical concepts useful to an understanding of DoE. The text supports product innovation and development across a range of consumer goods and pharmaceutical organizations in order to improve the quality and speed of implementation through data analytics, statistical design and data prediction. 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, End to End Data Analytics for Product Development offers resources for the planning, conducting, analyzing and interpreting of controlled tests in order to develop effective products and processes.

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Page Count

312

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119483697

ISBN 13

9781119483694

Ranking of Multivariate Populations

A Permutation Approach with Applications

By: Livio Corain,Rosa Arboretti,Stefano Bonnini

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Ranking of Multivariate Populations

A Permutation Approach with Applications

By: Livio Corain,Rosa Arboretti,Stefano Bonnini

Ranking of Multivariate Populations: A Permutation Approach with Applications presents a novel permutation-based nonparametric approach for ranking several multivariate populations. Using data collected from both experimental and observation studies, it covers some of the most useful designs widely applied in research and industry investigations, such as multivariate analysis of variance (MANOVA) and multivariate randomized complete block (MRCB) designs. The first section of the book introduces the topic of ranking multivariate populations by presenting the main theoretical ideas and an in-depth literature review. The second section discusses a large number of real case studies from four specific research areas: new product development in industry, perceived quality of the indoor environment, customer satisfaction, and cytological and histological analysis by image processing. A web-based nonparametric combination global ranking software is also described. Designed for practitioners and postgraduate students in statistics and the applied sciences, this application-oriented book offers a practical guide to the reliable global ranking of multivariate items, such as products, processes, and services, in terms of the performance of all investigated products/prototypes.

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Page Count

328

Publisher

CRC Press

Published Date

ISBN 10

131536283X

ISBN 13

9781315362830

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

By: Rosa Arboretti,Arne Bathke,Stefano Bonnini,Paolo Bordignon,Eleonora Carrozzo,Livio Corain,Luigi Salmaso

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Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

By: Rosa Arboretti,Arne Bathke,Stefano Bonnini,Paolo Bordignon,Eleonora Carrozzo,Livio Corain,Luigi Salmaso

This book deals with problems related to the evaluation of customer satisfaction in very different contexts and ways. Often satisfaction about a product or service is investigated through suitable surveys which try to capture the satisfaction about several partial aspects which characterize the perceived quality of that product or service. This book presents a series of statistical techniques adopted to analyze data from real situations where customer satisfaction surveys were performed. The aim is to give a simple guide of the variety of analysis that can be performed when analyzing data from sample surveys: starting from latent variable models to heterogeneity in satisfaction and also introducing some testing methods for comparing different customers. The book also discusses the construction of composite indicators including different benchmarks of satisfaction. Finally, some rank-based procedures for analyzing survey data are also shown.

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Springer

Published Date

ISBN 10

3319917404

ISBN 13

9783319917405

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

By: Daniele Manfredini,Rosa Arboretti,Luca Guarda Nardini,Eleonora Carrozzo,Luigi Salmaso

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Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

By: Daniele Manfredini,Rosa Arboretti,Luca Guarda Nardini,Eleonora Carrozzo,Luigi Salmaso

This book covers some biostatistical methods and several case studies useful to interpret and analyze dental research in the areas of orofacial pain and temporomandibular disorders. It will guide practitioners in these fields who would like to interpret research findings or find examples on the design of clinical investigations. After an introduction dealing with the basic issues, the central sections of the textbook are dedicated to the different types of investigations in sight of specific goals researchers may have. The final section contains a recent approach based on nonparametric permutation tests which can be adopted in many practical situations. The field of orofacial pain and temporomandibular disorders is emerging as one of the most critical areas of clinical research in dentistry. Due to the complexity of clinical pictures, the multifactorial etiology, and the importance of psychosocial factors in all aspects of the TMD practice, clinicians often find it hard to appraise their modus operandi, and researchers must constantly increase their knowledge in epidemiology and medical statistics. Indeed, proper methodological designs are fundamental to reaching high levels of internal and external validity of findings in this specific area.

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Springer

Published Date

ISBN 10

1493908766

ISBN 13

9781493908769

Ranking of Multivariate Populations

A Permutation Approach with Applications

By: Livio Corain,Rosa Arboretti,Stefano Bonnini

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Ranking of Multivariate Populations

A Permutation Approach with Applications

By: Livio Corain,Rosa Arboretti,Stefano Bonnini

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Page Count

337

Publisher

CRC Press

Published Date

ISBN 10

1315360462

ISBN 13

9781315360461

End-to-end Data Analytics for Product Development

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

By: Rosa Arboretti Giancristofaro,Mattia De Dominicis,Chris Jones,Luigi Salmaso

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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

By: Rosa Arboretti Giancristofaro,Mattia De Dominicis,Chris Jones,Luigi Salmaso

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Page Count

312

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119483697

ISBN 13

9781119483694

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

By: Rosa Arboretti,Arne Bathke,Stefano Bonnini,Paolo Bordignon,Eleonora Carrozzo,Livio Corain,Luigi Salmaso

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Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

By: Rosa Arboretti,Arne Bathke,Stefano Bonnini,Paolo Bordignon,Eleonora Carrozzo,Livio Corain,Luigi Salmaso

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Publisher

Springer

Published Date

ISBN 10

3319917404

ISBN 13

9783319917405

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

By: Daniele Manfredini,Rosa Arboretti,Luca Guarda Nardini,Eleonora Carrozzo,Luigi Salmaso

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Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

By: Daniele Manfredini,Rosa Arboretti,Luca Guarda Nardini,Eleonora Carrozzo,Luigi Salmaso

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Springer

Published Date

ISBN 10

1493908766

ISBN 13

9781493908769

Permutation Testing for Isotonic Inference on Association Studies in Genetics

By: Luigi Salmaso,Rosa Arboretti,Livio Corain,Dario Mazzaro

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Permutation Testing for Isotonic Inference on Association Studies in Genetics

By: Luigi Salmaso,Rosa Arboretti,Livio Corain,Dario Mazzaro

The purpose of this book is to illustrate a new statistical approach to test allelic association and genotype-specific effects in the genetic study of diseases. There are some parametric and non-parametric methods available for this purpose. We deal with population-based association studies, but comparisons with other methods will also be drawn, analysing the advantages and disadvantages of each one, particularly with regard to power properties with small sample sizes. In this framework we will work out some nonparametric statistical permutation tests and likelihood-based tests to perform case-control analyses to study allelic association between marker, disease-gene and environmental factors. Permutation tests, in particular, will be extended to multivariate and more complex studies, where we deal with several genes and several alleles together. Furthermore, we show simulations under different assumptions on the genetic model and analyse real data sets by simply studying one locus with the permutation test.

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Springer

Published Date

ISBN 10

3642205852

ISBN 13

9783642205859

Permutation Testing for Isotonic Inference on Association Studies in Genetics

By: Luigi Salmaso,Rosa Arboretti,Livio Corain,Dario Mazzaro

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Permutation Testing for Isotonic Inference on Association Studies in Genetics

By: Luigi Salmaso,Rosa Arboretti,Livio Corain,Dario Mazzaro

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Springer Science & Business Media

Published Date

ISBN 10

3642205844

ISBN 13

9783642205842

Book's by Rosa Arboretti

End-to-end Data Analytics for Product Development

End-to-end Data Analytics for Product Development

Ranking of Multivariate Populations

Ranking of Multivariate Populations

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

Ranking of Multivariate Populations

Ranking of Multivariate Populations

End-to-end Data Analytics for Product Development

End-to-end Data Analytics for Product Development

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research

Permutation Testing for Isotonic Inference on Association Studies in Genetics

Permutation Testing for Isotonic Inference on Association Studies in Genetics

Permutation Testing for Isotonic Inference on Association Studies in Genetics

Permutation Testing for Isotonic Inference on Association Studies in Genetics

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