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020 a| 9781394211210q| cloth;

020 z| 9781394211227q| adobe pdf;

020 z| 9781394211234q| epub;

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245 00 a| Analysis of variance for high-dimensional datah| [electronic resource] :b| applications in life, food and chemical sciences /c| Age K. Smilde, Federico Marini, Johan A. Westerhuis, Kristian H. Liland.;

260 a| Hoboken, NJ :b| Wiley,c| 2025.;

263 a| 2508;

300 a| pages cm;

334 a| single unitb| mono0| http://id.loc.gov/vocabulary/issuance/mono;

353 a| indexb| index0| http://id.loc.gov/vocabulary/msupplcont/index;

500 a| Includes index.;

506 a| Available only to authorized users.;

520 a| "This book presents an overview of available methods to analyze high-dimensional data that are obtained through applying an experimental design. This type of of data is often collected in the natural and life sciences, and many methods for data analysis have been developed in recent years. Following an introduction and overview of the basic theory from a mathematical and statistical perspective, the book introduces the available methods and their mutual relationships, including coverage of ASCA, APCA and PC-ANOVA, ASCA , LiMM-PCA and RM-ASCA , PERMANOVA. Various alternative methods and extensions are covered, followed by a thorough review of application in areas including metabolomics, microbiomoe, gene expression, proteomics, food science, sensory science and chemistry. The book concludes with discussions on commercially available and and open-source software for application of these methods."-- Provided by publisher.;

538 a| Mode of access: World Wide Web;

650 0 a| Life sciencesx| Data processing=| ^A8174;

650 0 a| Food sciencex| Data processing=| ^A1370663;

650 0 a| Chemistryx| Data processing0| http://id.loc.gov/authorities/subjects/sh2003006495=| ^A53472;

650 0 a| Experimental design0| http://id.loc.gov/authorities/subjects/sh85046441=| ^A23695;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Smilde, Age K.0| http://id.loc.gov/authorities/names/n961151471| http://id.loc.gov/rwo/agents/n96115147.=| ^A589166;

700 1 a| Marini, Federico0| http://id.loc.gov/authorities/names/nb20140041851| http://id.loc.gov/rwo/agents/nb2014004185.?| UNAUTHORIZED;

700 1 a| Westerhuis, Johan A.0| http://id.loc.gov/authorities/names/no20250701171| http://id.loc.gov/rwo/agents/no2025070117.=| ^A1480652;

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758 4| http://id.loc.gov/ontologies/bibframe/instanceOf1| http://id.loc.gov/resources/works/24250100;

856 40 z| Full text available from eBooks on EBSCOhostu| https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=4270549&scope=site&custid=s5822723&authtype=ip,shib;

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Analysis of variance for high-dimensional data applications in life, food and chemical sciences / Age K. Smilde, Federico Marini, Johan A. Westerhuis, Kristian H. Liland.

Format	Electronic
Publication Info	Hoboken, NJ : Wiley, 2025.
Description	pages cm
Supplemental Content	Full text available from eBooks on EBSCOhost
Subjects	Life sciences--Data processing. Food science--Data processing. Chemistry--Data processing. Experimental design

Other author/creator	Smilde, Age K. http://id.loc.gov/authorities/names/n96115147 http://id.loc.gov/rwo/agents/n96115147.
Other author/creator	Marini, Federico http://id.loc.gov/authorities/names/nb2014004185 http://id.loc.gov/rwo/agents/nb2014004185.
Other author/creator	Westerhuis, Johan A. http://id.loc.gov/authorities/names/no2025070117 http://id.loc.gov/rwo/agents/no2025070117.
Other author/creator	Liland, Kristian H. (Kristian Hovde http://id.loc.gov/authorities/names/no2022041909 http://id.loc.gov/rwo/agents/no2022041909.
Abstract	"This book presents an overview of available methods to analyze high-dimensional data that are obtained through applying an experimental design. This type of of data is often collected in the natural and life sciences, and many methods for data analysis have been developed in recent years. Following an introduction and overview of the basic theory from a mathematical and statistical perspective, the book introduces the available methods and their mutual relationships, including coverage of ASCA, APCA and PC-ANOVA, ASCA , LiMM-PCA and RM-ASCA , PERMANOVA. Various alternative methods and extensions are covered, followed by a thorough review of application in areas including metabolomics, microbiomoe, gene expression, proteomics, food science, sensory science and chemistry. The book concludes with discussions on commercially available and and open-source software for application of these methods."-- Provided by publisher.
General note	Includes index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2025023043
ISBN	9781394211210 cloth
ISBN	adobe pdf
ISBN	epub

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Analysis of variance for high-dimensional data applications in life, food and chemical sciences / Age K. Smilde, Federico Marini, Johan A. Westerhuis, Kristian H. Liland.

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