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I 84
Irimata, Katherine E. , (1990-).
Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases / / Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson. - Baltimore, Maryland : : Johns Hopkins University Press,, 2020. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/22D0B37F-7FA1-425E-B484-39650A4EBCB1. - ISBN 9781421436722 (electronic book). - ISBN 1421436728 (electronic book)
Online resource; title from digital title page (viewed on April 13, 2020).
Параллельные издания: Print version: : Irimata, Katherine E., 1990- Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases. - Baltimore, Maryland : Johns Hopkins University Press, 2020
Содержание:
Introduction to Statistical Software and Alzheimer's Data -- Review of Introductory Statistical Methods -- Generalized Linear Models -- Hierarchical Regression Models for Continuous Responses -- Hierarchical Logistic Regression Models -- Bayesian Regression Models -- Multiple Membership Models -- Survival Data Analysis -- Modeling Responses with Time-Dependent Covariates -- Joint Modeling of Mean and Dispersion -- Neural Networks and Other Machine Learning Techniques for Big Data -- Case Study.
~РУБ DDC 616.8/31100727
Рубрики: Alzheimer's disease.
Biometry.
Nervous system--Degeneration.
Statistics.
Statistics as Topic
Neurodegenerative Diseases
Alzheimer Disease
Biometry
Maladie d'Alzheimer.
Biométrie.
Statistiques.
biometrics.
Alzheimer's disease.
Biometry.
Nervous system--Degeneration.
Аннотация: "This book explains statistical techniques commonly used in analyzing data for Alzheimer's and other neurodegenerative diseases, and it presents examples from real-world applications in an effort to make the techniques useful for professionals and students. The book leads readers through the steps of conducting multivariate analyses while adjusting for correlation or the hierarchical structure of data in prediction and inferences. Techniques such as spatial analysis, Bayesian analysis, and time-dependent covariates are included. Several data sets from the National Alzheimer's Coordinating Center are analyzed with statistical software commonly used by Alzheimer's researchers, and the results are shown to readers by way of illustration"--
Доп.точки доступа:
Wilson, Jeffrey, (Jeffrey R.), \author.\
Dugger, Brittany N., (Brittany Nicole), (1982-) \author.\
I 84
Irimata, Katherine E. , (1990-).
Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases / / Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson. - Baltimore, Maryland : : Johns Hopkins University Press,, 2020. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/22D0B37F-7FA1-425E-B484-39650A4EBCB1. - ISBN 9781421436722 (electronic book). - ISBN 1421436728 (electronic book)
Online resource; title from digital title page (viewed on April 13, 2020).
Параллельные издания: Print version: : Irimata, Katherine E., 1990- Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases. - Baltimore, Maryland : Johns Hopkins University Press, 2020
Содержание:
Introduction to Statistical Software and Alzheimer's Data -- Review of Introductory Statistical Methods -- Generalized Linear Models -- Hierarchical Regression Models for Continuous Responses -- Hierarchical Logistic Regression Models -- Bayesian Regression Models -- Multiple Membership Models -- Survival Data Analysis -- Modeling Responses with Time-Dependent Covariates -- Joint Modeling of Mean and Dispersion -- Neural Networks and Other Machine Learning Techniques for Big Data -- Case Study.
Рубрики: Alzheimer's disease.
Biometry.
Nervous system--Degeneration.
Statistics.
Statistics as Topic
Neurodegenerative Diseases
Alzheimer Disease
Biometry
Maladie d'Alzheimer.
Biométrie.
Statistiques.
biometrics.
Alzheimer's disease.
Biometry.
Nervous system--Degeneration.
Аннотация: "This book explains statistical techniques commonly used in analyzing data for Alzheimer's and other neurodegenerative diseases, and it presents examples from real-world applications in an effort to make the techniques useful for professionals and students. The book leads readers through the steps of conducting multivariate analyses while adjusting for correlation or the hierarchical structure of data in prediction and inferences. Techniques such as spatial analysis, Bayesian analysis, and time-dependent covariates are included. Several data sets from the National Alzheimer's Coordinating Center are analyzed with statistical software commonly used by Alzheimer's researchers, and the results are shown to readers by way of illustration"--
Доп.точки доступа:
Wilson, Jeffrey, (Jeffrey R.), \author.\
Dugger, Brittany N., (Brittany Nicole), (1982-) \author.\
2.
Подробнее
N 60
Niessner, Reinhard,.
Organic trace analysis / / Reinhard Niessner, Andreas Schäffer. - 1515/97831104411549783110441154urn:nbn:de:101:1-2017082342389783110432930urn:nbn:de:101:1-201710045385. - Berlin ; ; Boston : : De Gruyter,, ©2017. - 1 online resource (xii, 357 pages) : : il ( час. мин.), 1515/97831104411549783110441154urn:nbn:de:101:1-2017082342389783110432930urn:nbn:de:101:1-201710045385. - (De Gruyter graduate.). - In English. - Includes bibliographical references at the end of each chapters and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/54F29FE1-8E15-47BD-B419-946E85B1D7B2. - ISBN 9783110441154. - ISBN 3110441152. - ISBN 9783110432930. - ISBN 3110432935
Online resource; title from PDF title page (publisher's Web site, viewed 21. Aug 2017).
Параллельные издания:
1.
2. Print version: : Niessner, Reinhard. Organic trace analysis. - Berlin ; Boston : De Gruyter, [2017]. - ISBN 9783110441147
~РУБ DDC 543.22
Рубрики: Trace analysis.
Chemistry, Organic.
Analytical chemistry.
Statistics.
SCIENCE--Chemistry--Analytic.
Statistics.
Analytical chemistry.
Chemistry, Organic.
Trace analysis.
Organischer Stoff
Organischer Schadstoff
Spurenanalyse
Кл.слова (ненормированные):
(Produktform)Electronic book text -- (Zielgruppe)Fachhochschul-/Hochschulausbildung -- (BISAC Subject Heading)SCI013010 -- (BISAC Subject Heading)SCI078000: SCI078000 SCIENCE / Spectroscopy & Spectrum Analysis -- (BISAC Subject Heading)SCI013020: SCI013020 SCIENCE / Chemistry / Clinical -- (BISAC Subject Heading)SCI013040: SCI013040 SCIENCE / Chemistry / Organic -- Spurenanalyse -- Analytische Chemie -- Organische Analyse -- TB: Textbook -- (VLB-WN)9650 -- (Produktrabattgruppe)PN: nicht rabattbeschränkt/Sortimentstitel
Доп.точки доступа:
Schäffer, Andreas, \author.\
N 60
Niessner, Reinhard,.
Organic trace analysis / / Reinhard Niessner, Andreas Schäffer. - 1515/97831104411549783110441154urn:nbn:de:101:1-2017082342389783110432930urn:nbn:de:101:1-201710045385. - Berlin ; ; Boston : : De Gruyter,, ©2017. - 1 online resource (xii, 357 pages) : : il ( час. мин.), 1515/97831104411549783110441154urn:nbn:de:101:1-2017082342389783110432930urn:nbn:de:101:1-201710045385. - (De Gruyter graduate.). - In English. - Includes bibliographical references at the end of each chapters and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/54F29FE1-8E15-47BD-B419-946E85B1D7B2. - ISBN 9783110441154. - ISBN 3110441152. - ISBN 9783110432930. - ISBN 3110432935
Online resource; title from PDF title page (publisher's Web site, viewed 21. Aug 2017).
Параллельные издания:
1.
2. Print version: : Niessner, Reinhard. Organic trace analysis. - Berlin ; Boston : De Gruyter, [2017]. - ISBN 9783110441147
Рубрики: Trace analysis.
Chemistry, Organic.
Analytical chemistry.
Statistics.
SCIENCE--Chemistry--Analytic.
Statistics.
Analytical chemistry.
Chemistry, Organic.
Trace analysis.
Organischer Stoff
Organischer Schadstoff
Spurenanalyse
Кл.слова (ненормированные):
(Produktform)Electronic book text -- (Zielgruppe)Fachhochschul-/Hochschulausbildung -- (BISAC Subject Heading)SCI013010 -- (BISAC Subject Heading)SCI078000: SCI078000 SCIENCE / Spectroscopy & Spectrum Analysis -- (BISAC Subject Heading)SCI013020: SCI013020 SCIENCE / Chemistry / Clinical -- (BISAC Subject Heading)SCI013040: SCI013040 SCIENCE / Chemistry / Organic -- Spurenanalyse -- Analytische Chemie -- Organische Analyse -- TB: Textbook -- (VLB-WN)9650 -- (Produktrabattgruppe)PN: nicht rabattbeschränkt/Sortimentstitel
Доп.точки доступа:
Schäffer, Andreas, \author.\
Страница 1, Результатов: 2