Statistical Modeling In Biomedical Research

Statistical Modeling in Biomedical Research PDF
Author: Yichuan Zhao
Publisher: Springer Nature
ISBN: 3030334163
Size: 10.28 MB
Format: PDF, ePub, Docs
Category : Medical
Languages : en
Pages : 491
View: 3829

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Statistical Modeling In Biomedical Research

by Yichuan Zhao, Statistical Modeling In Biomedical Research Books available in PDF, EPUB, Mobi Format. Download Statistical Modeling In Biomedical Research books, This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in: Next generation sequence data analysis Deep learning, precision medicine, and their applications Large scale data analysis and its applications Biomedical research and modeling Survival analysis with complex data structure and its applications.


Statistical Modeling For Biomedical Researchers

Statistical Modeling for Biomedical Researchers PDF
Author: William D. Dupont
Publisher: Cambridge University Press
ISBN: 0521849527
Size: 31.54 MB
Format: PDF, ePub, Mobi
Category : Medical
Languages : en
Pages : 522
View: 624

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Statistical Modeling For Biomedical Researchers

by William D. Dupont, Statistical Modeling For Biomedical Researchers Books available in PDF, EPUB, Mobi Format. Download Statistical Modeling For Biomedical Researchers books, A second edition of the easy-to-use standard text guiding biomedical researchers in the use of advanced statistical methods.


Epidemiology And Medical Statistics

Epidemiology and Medical Statistics PDF
Author:
Publisher: Elsevier
ISBN: 9780080554211
Size: 22.18 MB
Format: PDF
Category : Mathematics
Languages : en
Pages : 870
View: 4218

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Epidemiology And Medical Statistics

by , Epidemiology And Medical Statistics Books available in PDF, EPUB, Mobi Format. Download Epidemiology And Medical Statistics books, This volume, representing a compilation of authoritative reviews on a multitude of uses of statistics in epidemiology and medical statistics written by internationally renowned experts, is addressed to statisticians working in biomedical and epidemiological fields who use statistical and quantitative methods in their work. While the use of statistics in these fields has a long and rich history, explosive growth of science in general and clinical and epidemiological sciences in particular have gone through a see of change, spawning the development of new methods and innovative adaptations of standard methods. Since the literature is highly scattered, the Editors have undertaken this humble exercise to document a representative collection of topics of broad interest to diverse users. The volume spans a cross section of standard topics oriented toward users in the current evolving field, as well as special topics in much need which have more recent origins. This volume was prepared especially keeping the applied statisticians in mind, emphasizing applications-oriented methods and techniques, including references to appropriate software when relevant. · Contributors are internationally renowned experts in their respective areas · Addresses emerging statistical challenges in epidemiological, biomedical, and pharmaceutical research · Methods for assessing Biomarkers, analysis of competing risks · Clinical trials including sequential and group sequential, crossover designs, cluster randomized, and adaptive designs · Structural equations modelling and longitudinal data analysis


Statistical Models And Methods For Biomedical And Technical Systems

Statistical Models and Methods for Biomedical and Technical Systems PDF
Author: Filia Vonta
Publisher: Springer Science & Business Media
ISBN: 9780817646196
Size: 75.13 MB
Format: PDF, ePub, Mobi
Category : Medical
Languages : en
Pages : 556
View: 3544

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Statistical Models And Methods For Biomedical And Technical Systems

by Filia Vonta, Statistical Models And Methods For Biomedical And Technical Systems Books available in PDF, EPUB, Mobi Format. Download Statistical Models And Methods For Biomedical And Technical Systems books, This book deals with the mathematical aspects of survival analysis and reliability as well as other topics, reflecting recent developments in the following areas: applications in epidemiology; probabilistic and statistical models and methods in reliability; models and methods in survival analysis, longevity, aging, and degradation; accelerated life models; quality of life; new statistical challenges in genomics. The work will be useful to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering.


Essential Statistical Methods For Medical Statistics

Essential Statistical Methods for Medical Statistics PDF
Author: J. Philip Miller
Publisher: Elsevier
ISBN: 9780444537386
Size: 63.37 MB
Format: PDF, Docs
Category : Mathematics
Languages : en
Pages : 368
View: 6190

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Essential Statistical Methods For Medical Statistics

by J. Philip Miller, Essential Statistical Methods For Medical Statistics Books available in PDF, EPUB, Mobi Format. Download Essential Statistical Methods For Medical Statistics books, Essential Statistical Methods for Medical Statistics presents only key contributions which have been selected from the volume in the Handbook of Statistics: Medical Statistics, Volume 27 (2009). While the use of statistics in these fields has a long and rich history, the explosive growth of science in general, and of clinical and epidemiological sciences in particular, has led to the development of new methods and innovative adaptations of standard methods. This volume is appropriately focused for individuals working in these fields. Contributors are internationally renowned experts in their respective areas. · Contributors are internationally renowned experts in their respective areas · Addresses emerging statistical challenges in epidemiological, biomedical, and pharmaceutical research · Methods for assessing Biomarkers, analysis of competing risks · Clinical trials including sequential and group sequential, crossover designs, cluster randomized, and adaptive designs · Structural equations modelling and longitudinal data analysis


Sourcebook Of Models For Biomedical Research

Sourcebook of Models for Biomedical Research PDF
Author: P. Michael Conn
Publisher: Springer Science & Business Media
ISBN: 1597452858
Size: 65.95 MB
Format: PDF, Mobi
Category : Medical
Languages : en
Pages : 778
View: 4785

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Sourcebook Of Models For Biomedical Research

by P. Michael Conn, Sourcebook Of Models For Biomedical Research Books available in PDF, EPUB, Mobi Format. Download Sourcebook Of Models For Biomedical Research books, The collection of systems represented in this volume is a unique effort to reflect the diversity and utility of models used in biomedicine. That utility is based on the consideration that observations made in particular organisms will provide insight into the workings of other, more complex systems. This volume is therefore a comprehensive and extensive collection of these important medical parallels.


Modelling Survival Data In Medical Research

Modelling Survival Data in Medical Research PDF
Author: David Collett
Publisher: CRC Press
ISBN: 1498731694
Size: 69.41 MB
Format: PDF, Docs
Category : Mathematics
Languages : en
Pages : 548
View: 915

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Modelling Survival Data In Medical Research

by David Collett, Modelling Survival Data In Medical Research Books available in PDF, EPUB, Mobi Format. Download Modelling Survival Data In Medical Research books, Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research.Well known for its nontechnical style, this third edition contains new chapters on frailty models and their applications, competing risks, non-proportional hazards, and dependent censo


Vital Statistics E Book

Vital statistics   E Book PDF
Author: Stephen McKenzie
Publisher: Elsevier Health Sciences
ISBN: 0729581497
Size: 24.87 MB
Format: PDF, Docs
Category : Medical
Languages : en
Pages : 244
View: 5751

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Vital Statistics E Book

by Stephen McKenzie, Vital Statistics E Book Books available in PDF, EPUB, Mobi Format. Download Vital Statistics E Book books, Vital Statistics: an introduction to health science statistics e-book is a new Australian publication. This textbook draws on real world, health-related and local examples, with a broad appeal to the Health Sciences student. It demonstrates how an understanding of statistics is useful in the real world, as well as in statistics exams. Vital Statistics: an introduction to health science statistics e-book is a relatively easy-to-read book that will painlessly introduce or re-introduce you to the statistical basics before guiding you through more demanding statistical challenges. Written in recognition of Health Sciences courses which require knowledge of statistical literacy, this book guides the reader to an understanding of why, as well as how and when to use statistics. It explores: How data relates to information, and how information relates to knowledge How to use statistics to distinguish information from disinformation The importance of probability, in statistics and in life That inferential statistics allow us to infer from samples to populations, and how useful such inferences can be How to appropriately apply and interpret statistical measures of difference and association How qualitative and quantitative methods differ, and when it’s appropriate to use each The special statistical needs of the health sciences, and some especially health science relevant statistics The vital importance of computers in the statistical analysis of data, and gives an overview of the most commonly used analyses Real-life local examples of health statistics are presented, e.g. A study conducted at the Department of Obstetrics and Gynecology, University of Utah School of Medicine, explored whether there might be a systematic bias affecting the results of genetic specimen tests, which could affect their generalizability. Reader-friendly writing style t-tests/ ANOVA family of inferential statistics all use variants of the same basic formula Learning Objectives at the start of each chapter and Quick Reference Summaries at the end of each chapter provide the reader with a scope of the content within each chapter.


Models For Biomedical Research

Models for Biomedical Research PDF
Author:
Publisher: National Academies
ISBN:
Size: 75.13 MB
Format: PDF, ePub, Mobi
Category : Animal experimentation
Languages : en
Pages : 180
View: 4653

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Models For Biomedical Research

by , Models For Biomedical Research Books available in PDF, EPUB, Mobi Format. Download Models For Biomedical Research books,


Using Animal Models In Biomedical Research

Using Animal Models in Biomedical Research PDF
Author: Pierce K. H. Chow
Publisher: World Scientific
ISBN: 9812812024
Size: 29.31 MB
Format: PDF, ePub, Docs
Category : Medical
Languages : en
Pages : 308
View: 6952

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Using Animal Models In Biomedical Research

by Pierce K. H. Chow, Using Animal Models In Biomedical Research Books available in PDF, EPUB, Mobi Format. Download Using Animal Models In Biomedical Research books, Ch. 1. Scientific considerations and choice of species. ch. 1.1. The rationale for the use of animal models in biomedical research / Pierce Chow. ch. 1.2. Experimental animal models in biomedical resarch / Robert Ng. ch. 1.3. Nonhuman primates as models in biomedical research / Jason Vilano and Bryan Ogden -- ch. 2. Regulatory considerations in the use of animal models. ch. 2.1. Laws, regulations and guidelines for biomedical research in Singapore / Boon Theng Kuah. ch. 2.2. The functions of the institutional animal care and use committee / Pierce Chow. ch. 2.3. Responsibilities of principal investigators and research protocol evaluation / Hock Soo Ong. ch. 2.4. The 3R's, research variables and the use of alternatives / Hock Soo Ong. ch. 2.5. Use of statistics as determinant for number of animals used / Huihua Li. ch. 2.6. The advantages of accreditation with AAALAC / Bryan Ogden -- ch. 3. Animal handling and surgical procedures. ch. 3.1. General handling, restraint, oral dosing/gavage and injections in laboratory animals / Bryan Ogden. ch. 3.2. Blood collection from laboratory animals / Jason Villano. ch. 3.3. Antibiotic coverage and therapy / Darvi Sergio. ch. 3.4. Animal preparation and transport / Robert Ng. ch. 3.5. Preparation and implementation of animal surgery / Robert Ng. ch. 3.6. Animal intubation / Robert Ng. ch. 3.7. Anaesthesia and maintenance of homeostasis / Robert Ng. ch. 3.8. Animal euthanasia / Darvi Sergio. ch. 3.9. Rodent sentinel programme / Peik Khin Tan -- ch. 4. Basic animal investigative methods. ch. 4.1. Bioimaging in animals / David Ng ... [et al.]. ch. 4.2. Histology sampling and techniques / In Chin Song. ch. 4.3. Animal tissue perfusion and preservation / Robert Ng. ch. 4.4. Animal cell culture / Kai Zhang and Peggy Yong. ch. 4.5. Application of microsurgical techniques in animal research / Bien Keem Tan ... [et al.] -- ch. 5. Animal welfare considerations. ch. 5.1. Species specific caging configuration and design / Cindy Phua. ch. 5.2. Postoperative care and pain management / Jason Villano. ch. 5.3. Animal feeds and nutritional requirements / Peik Khin Tan -- ch. 6. Safety management of an animal facility. ch. 6.1. Occupational health and safety programme / Angela Goh. ch. 6.2. New employee and external users orientation / Inria Kurniawan Then. ch. 6.3. Radiation safety awareness in animal research / S. Somanesan. ch. 6.4. Emergency crisis management / Irene Kee. ch. 6.5. Zoonoses and laboratory animal allergies / Jason Villano -- ch. 7. Supporting facilities design. ch. 7.1. Clinical skills laboratory / Robert Ng. ch. 7.2. Animal research supporting laboratories / Robert Ng. ch. 7.3. Animal research and housing facilities / Robert Ng -- ch. 8. The development of comprehensive animal facilities in Singapore. ch. 8.1. History of the Department of Experimental Surgery as a reflection of translational research development in Singapore / Robert Ng