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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/4472FA4B-0F94-4330-92E1-AB71E09334F5. - 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/4472FA4B-0F94-4330-92E1-AB71E09334F5. - 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.
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C 30
Castellani, Rudy J.
Handbook of Traumatic Brain Injury and Neurodegeneration. / Rudy J. Castellani. - [Place of publication not identified] : : 2020., Б. г. - 1 online resource. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/E7B9F614-7EB2-44C5-8299-F01EC88D113B. - ISBN 9781643680651 (electronic bk.). - ISBN 164368065X (electronic bk.)
Vendor-supplied metadata.
Содержание:
Intro -- Title Page -- Preface -- Contents -- Long-Term Neurological Consequences Related to Boxing and American Football: A Review of the Literature -- Dementia Pugilistica Revisited -- Assessing the Limitations and Biases in the Current Understanding of Chronic Traumatic Encephalopathy -- The Need to Separate Chronic Traumatic Encephalopathy Neuropathology from Clinical Features -- Tau Biology, Tauopathy, Traumatic Brain Injury, and Diagnostic Challenges -- Chronic Traumatic Encephalopathy and Neurodegeneration in Contact Sports and American Football
The Neuropathological and Clinical Diagnostic Criteria of Chronic Traumatic Encephalopathy: A Critical Examination in Relation to Other Neurodegenerative Diseases -- No Evidence of Chronic Traumatic Encephalopathy Pathology or Increased Neurodegenerative Proteinopathy in Former Military Service Members -- What is the Relationship of Traumatic Brain Injury to Dementia? -- Brain Injury in the Context of Tauopathies -- Neuropathology in Consecutive Forensic Consultation Cases with a History of Remote Traumatic Brain Injury
Brain Injury and Later-Life Cognitive Impairment and Neuropathology: The Honolulu-Asia Aging Study -- Head Trauma and Alzheimer's Disease: A Case Report and Review of the Literature -- Traumatic Brain Injury and Risk of Long-Term Brain Changes, Accumulation of Pathological Markers, and Developing Dementia: A Review -- Traumatic Brain Injury and Age of Onset of Dementia with Lewy Bodies -- Prevalence of Traumatic Brain Injury in Early Versus Late-Onset Alzheimer's Disease
Autonomic Nervous System Dysfunctions as a Basis for a Predictive Model of Risk of Neurological Disorders in Subjects with Prior History of Traumatic Brain Injury: Implications in Alzheimer's Disease -- Self-Reported Traumatic Brain Injury and Mild Cognitive Impairment: Increased Risk and Earlier Age of Diagnosis -- Traumatic Brain Injury and Suicidal Behavior: A Review -- Elevated Plasma MCP-1 Concentration Following Traumatic Brain Injury as a Potential ""Predisposition"" Factor Associated with an Increased Risk for Subsequent Development of Alzheimer's Disease
Decreased Level of Olfactory Receptors in Blood Cells Following Traumatic Brain Injury and Potential Association with Tauopathy -- The Influence of the Val66Met Polymorphism of Brain-Derived Neurotrophic Factor on Neurological Function after Traumatic Brain Injury -- Traumatic Brain Injury, Chronic Traumatic Encephalopathy, and Alzheimer's Disease: Common Pathologies Potentiated by Altered Zinc Homeostasis -- Proteomic Profiling of Mouse Brains Exposed to Blast-Induced Mild Traumatic Brain Injury Reveals Changes in Axonal Proteins and Phosphorylated Tau
~РУБ DDC 617.481
Рубрики: Brain--Wounds and injuries.
Nervous system--Degeneration.
C 30
Castellani, Rudy J.
Handbook of Traumatic Brain Injury and Neurodegeneration. / Rudy J. Castellani. - [Place of publication not identified] : : 2020., Б. г. - 1 online resource. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/E7B9F614-7EB2-44C5-8299-F01EC88D113B. - ISBN 9781643680651 (electronic bk.). - ISBN 164368065X (electronic bk.)
Vendor-supplied metadata.
Содержание:
Intro -- Title Page -- Preface -- Contents -- Long-Term Neurological Consequences Related to Boxing and American Football: A Review of the Literature -- Dementia Pugilistica Revisited -- Assessing the Limitations and Biases in the Current Understanding of Chronic Traumatic Encephalopathy -- The Need to Separate Chronic Traumatic Encephalopathy Neuropathology from Clinical Features -- Tau Biology, Tauopathy, Traumatic Brain Injury, and Diagnostic Challenges -- Chronic Traumatic Encephalopathy and Neurodegeneration in Contact Sports and American Football
The Neuropathological and Clinical Diagnostic Criteria of Chronic Traumatic Encephalopathy: A Critical Examination in Relation to Other Neurodegenerative Diseases -- No Evidence of Chronic Traumatic Encephalopathy Pathology or Increased Neurodegenerative Proteinopathy in Former Military Service Members -- What is the Relationship of Traumatic Brain Injury to Dementia? -- Brain Injury in the Context of Tauopathies -- Neuropathology in Consecutive Forensic Consultation Cases with a History of Remote Traumatic Brain Injury
Brain Injury and Later-Life Cognitive Impairment and Neuropathology: The Honolulu-Asia Aging Study -- Head Trauma and Alzheimer's Disease: A Case Report and Review of the Literature -- Traumatic Brain Injury and Risk of Long-Term Brain Changes, Accumulation of Pathological Markers, and Developing Dementia: A Review -- Traumatic Brain Injury and Age of Onset of Dementia with Lewy Bodies -- Prevalence of Traumatic Brain Injury in Early Versus Late-Onset Alzheimer's Disease
Autonomic Nervous System Dysfunctions as a Basis for a Predictive Model of Risk of Neurological Disorders in Subjects with Prior History of Traumatic Brain Injury: Implications in Alzheimer's Disease -- Self-Reported Traumatic Brain Injury and Mild Cognitive Impairment: Increased Risk and Earlier Age of Diagnosis -- Traumatic Brain Injury and Suicidal Behavior: A Review -- Elevated Plasma MCP-1 Concentration Following Traumatic Brain Injury as a Potential ""Predisposition"" Factor Associated with an Increased Risk for Subsequent Development of Alzheimer's Disease
Decreased Level of Olfactory Receptors in Blood Cells Following Traumatic Brain Injury and Potential Association with Tauopathy -- The Influence of the Val66Met Polymorphism of Brain-Derived Neurotrophic Factor on Neurological Function after Traumatic Brain Injury -- Traumatic Brain Injury, Chronic Traumatic Encephalopathy, and Alzheimer's Disease: Common Pathologies Potentiated by Altered Zinc Homeostasis -- Proteomic Profiling of Mouse Brains Exposed to Blast-Induced Mild Traumatic Brain Injury Reveals Changes in Axonal Proteins and Phosphorylated Tau
Рубрики: Brain--Wounds and injuries.
Nervous system--Degeneration.
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