Электронный каталог


 

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DDC 616.8/31100727
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.\

Irimata, Katherine E., Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases / [Электронный ресурс] / Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson., 2020. - 1 online resource с. (Введено оглавление)

1.

Irimata, Katherine E., Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases / [Электронный ресурс] / Katherine E. Irimata, Brittany N. Dugger, Jeffrey R. Wilson., 2020. - 1 online resource с. (Введено оглавление)


DDC 616.8/31100727
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.\

DDC 616.831
H 22


    Handbook of infection and Alzheimer's disease / / edited by Judith Miklossy. - Amsterdam : : IOS Press,, 2017. - 1 online resource (xiv, 405 pages) : : il, м.карты. - (Advances in Alzheimer's disease ; ; volume 5). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/222A6F81-B682-4513-A0A0-7151B385340C. - ISBN 9781614997061 (electronic bk.). - ISBN 1614997063 (electronic bk.)
Print version record.
Параллельные издания: Print version: : Handbook of infection and Alzheimer's disease. - Amsterdam : IOS Press, 2017. - ISBN 1614997055
    Содержание:
Section 1. A neglected side of Alzheimer's research -- Section 2. Inflammation and Alzheimer's disease -- Section 3. Bacterial infection and Alzheimer's disease -- Section 4. Periodontal disorders and Alzheimer's disease -- Section 5. Viral infections and Alzheimer's disease -- Section 6. Fungal infection and Alzheimer's disease -- Section 7. Bacterial amyloid, iron, homocysteine, ApoE, and Alzheimer's disease -- Section 8. Gene signature and environnemental factors in Alzheimer's disease -- Section 9. Bacterial Lipopolysaccharide and pathogen free conditions related to Alzheimer's disease.
Title Page; Preface; Introduction; Contents; SECTION 1: A neglected side of Alzheimer's research; Microbes and Alzheimer's Disease; SECTION 2: Inflammation and Alzheimer's disease; Inflammation, Anti-inflammatory Agents, and Alzheimer's Disease: The Last 22 Years; Inflammasome Involvement in Alzheimer's Disease; Inflammatory Aspects of Alzheimer Disease and Other Neurodegenerative Disorders; SECTION 3: Bacterial infection and Alzheimer's disease; Chlamydia Pneumoniae as an Etiologic Agent for Late-Onset Alzheimer's Disease.
Chronic Inflammation and Amyloidogenesis in Alzheimer's Disease -- Role of SpirochetesBorrelia Burgdorferi Persists in the Brain in Chronic Lyme Neuroborreliosis and may be Associated with Alzheimer Disease; Statistical Evidence for a Lack of Correlation between the Incidence of Lyme Disease and Deaths Due to Alzheimer's Disease; Alzheimer's Disease: Assessing the Role of Spirochetes, Biofilms, the Immune System, and Amyloid-Beta with Regard to Potential Treatment and Prevention.
Bacterial Amyloid and DNA are Important Constituents of Senile Plaques: Further Evidence of the Spirochetal and Biofilm Nature of Senile PlaquesDetermining the Presence of Periodontopathic Virulence Factors in Short-Term Postmortem Alzheimer's Disease Brain Tissue; Active Invasion of Porphyromonas gingivalis and Infection-Induced Complement Activation in ApoE-/- Mice Brains; Bacterial Burden in Disease, Aging and Alzheimer's Disease; Bacterial Infection Increases the Risk of Alzheimer's Disease: An Evidence-Based Assessment; SECTION 4: Periodontal disorders and Alzheimer's disease.
Alzheimer's Disease and Peripheral Infections: The Possible Contribution from Periodontal Infections, Model and HypothesisPutative Association of Periodontitis with Alzheimer's Disease; SECTION 5: Viral infections and Alzheimer's disease; Herpes and Alzheimer's Disease: Subversion in the Central Nervous System and How It Might Be Halted; Herpes Simplex Virus Type 1 Neuronal Infection Elicits Cellular and Molecular Mechanisms of Neuroinflammation and Neurodegeneration in in vitro and in vivo Mice Models; Anti-Viral Properties of Amyloid-Beta Peptides.
Herpes Simplex Virus Type 1 and Other Pathogens are Key Causative Factors in Sporadic Alzheimer's DiseaseSECTION 6: Fungal infection and Alzheimer's disease; Alzheimer's Disease and Fungal Infection; SECTION 7: Bacterial amyloid, iron, homocysteine, ApoE, and Alzheimer's disease; Amyloid: Friend and Foe; A Bacterial Component to Alzheimer's-Type Dementia Seen via a Systems Biology Approach that Links Iron Dysregulation and Inflammagen Shedding to Disease; Iron Withholding: A Defense Against Disease.

~РУБ DDC 616.831

Рубрики: Alzheimer's disease

   Infection


   Alzheimer's disease.


   Infection.


   Alzheimer Disease


   Infections


   Maladie d'Alzheimer


   Infection


   Maladie d'Alzheimer.


   Infection.


   HEALTH & FITNESS--Diseases--General.


   MEDICAL--Clinical Medicine.


   MEDICAL--Diseases.


   MEDICAL--Evidence-Based Medicine.


   MEDICAL--Internal Medicine.


   Alzheimer's disease.


   Infection.



Доп.точки доступа:
Miklossy, Judith, \editor.\

Handbook of infection and Alzheimer's disease / [Электронный ресурс] / edited by Judith Miklossy., 2017. - 1 online resource (xiv, 405 pages) : с. (Введено оглавление)

2.

Handbook of infection and Alzheimer's disease / [Электронный ресурс] / edited by Judith Miklossy., 2017. - 1 online resource (xiv, 405 pages) : с. (Введено оглавление)


DDC 616.831
H 22


    Handbook of infection and Alzheimer's disease / / edited by Judith Miklossy. - Amsterdam : : IOS Press,, 2017. - 1 online resource (xiv, 405 pages) : : il, м.карты. - (Advances in Alzheimer's disease ; ; volume 5). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/222A6F81-B682-4513-A0A0-7151B385340C. - ISBN 9781614997061 (electronic bk.). - ISBN 1614997063 (electronic bk.)
Print version record.
Параллельные издания: Print version: : Handbook of infection and Alzheimer's disease. - Amsterdam : IOS Press, 2017. - ISBN 1614997055
    Содержание:
Section 1. A neglected side of Alzheimer's research -- Section 2. Inflammation and Alzheimer's disease -- Section 3. Bacterial infection and Alzheimer's disease -- Section 4. Periodontal disorders and Alzheimer's disease -- Section 5. Viral infections and Alzheimer's disease -- Section 6. Fungal infection and Alzheimer's disease -- Section 7. Bacterial amyloid, iron, homocysteine, ApoE, and Alzheimer's disease -- Section 8. Gene signature and environnemental factors in Alzheimer's disease -- Section 9. Bacterial Lipopolysaccharide and pathogen free conditions related to Alzheimer's disease.
Title Page; Preface; Introduction; Contents; SECTION 1: A neglected side of Alzheimer's research; Microbes and Alzheimer's Disease; SECTION 2: Inflammation and Alzheimer's disease; Inflammation, Anti-inflammatory Agents, and Alzheimer's Disease: The Last 22 Years; Inflammasome Involvement in Alzheimer's Disease; Inflammatory Aspects of Alzheimer Disease and Other Neurodegenerative Disorders; SECTION 3: Bacterial infection and Alzheimer's disease; Chlamydia Pneumoniae as an Etiologic Agent for Late-Onset Alzheimer's Disease.
Chronic Inflammation and Amyloidogenesis in Alzheimer's Disease -- Role of SpirochetesBorrelia Burgdorferi Persists in the Brain in Chronic Lyme Neuroborreliosis and may be Associated with Alzheimer Disease; Statistical Evidence for a Lack of Correlation between the Incidence of Lyme Disease and Deaths Due to Alzheimer's Disease; Alzheimer's Disease: Assessing the Role of Spirochetes, Biofilms, the Immune System, and Amyloid-Beta with Regard to Potential Treatment and Prevention.
Bacterial Amyloid and DNA are Important Constituents of Senile Plaques: Further Evidence of the Spirochetal and Biofilm Nature of Senile PlaquesDetermining the Presence of Periodontopathic Virulence Factors in Short-Term Postmortem Alzheimer's Disease Brain Tissue; Active Invasion of Porphyromonas gingivalis and Infection-Induced Complement Activation in ApoE-/- Mice Brains; Bacterial Burden in Disease, Aging and Alzheimer's Disease; Bacterial Infection Increases the Risk of Alzheimer's Disease: An Evidence-Based Assessment; SECTION 4: Periodontal disorders and Alzheimer's disease.
Alzheimer's Disease and Peripheral Infections: The Possible Contribution from Periodontal Infections, Model and HypothesisPutative Association of Periodontitis with Alzheimer's Disease; SECTION 5: Viral infections and Alzheimer's disease; Herpes and Alzheimer's Disease: Subversion in the Central Nervous System and How It Might Be Halted; Herpes Simplex Virus Type 1 Neuronal Infection Elicits Cellular and Molecular Mechanisms of Neuroinflammation and Neurodegeneration in in vitro and in vivo Mice Models; Anti-Viral Properties of Amyloid-Beta Peptides.
Herpes Simplex Virus Type 1 and Other Pathogens are Key Causative Factors in Sporadic Alzheimer's DiseaseSECTION 6: Fungal infection and Alzheimer's disease; Alzheimer's Disease and Fungal Infection; SECTION 7: Bacterial amyloid, iron, homocysteine, ApoE, and Alzheimer's disease; Amyloid: Friend and Foe; A Bacterial Component to Alzheimer's-Type Dementia Seen via a Systems Biology Approach that Links Iron Dysregulation and Inflammagen Shedding to Disease; Iron Withholding: A Defense Against Disease.

~РУБ DDC 616.831

Рубрики: Alzheimer's disease

   Infection


   Alzheimer's disease.


   Infection.


   Alzheimer Disease


   Infections


   Maladie d'Alzheimer


   Infection


   Maladie d'Alzheimer.


   Infection.


   HEALTH & FITNESS--Diseases--General.


   MEDICAL--Clinical Medicine.


   MEDICAL--Diseases.


   MEDICAL--Evidence-Based Medicine.


   MEDICAL--Internal Medicine.


   Alzheimer's disease.


   Infection.



Доп.точки доступа:
Miklossy, Judith, \editor.\

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