Handbook Of Infectious Disease Data Analysis
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Handbook Of Infectious Disease Data Analysis
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Author : Leonhard Held
language : en
Publisher: CRC Press
Release Date : 2019-11-07
Handbook Of Infectious Disease Data Analysis written by Leonhard Held and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-07 with Medical categories.
Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key statistical methods that have been developed in response to such new data streams and the associated ability to address key scientific and epidemiological questions. A unique feature of the Handbook is the wide range of topics covered. Key features Contributors include many leading researchers in the field Divided into four main sections: Basic concepts, Analysis of Outbreak Data, Analysis of Seroprevalence Data, Analysis of Surveillance Data Numerous case studies and examples throughout Provides both introductory material and key reference material
Data Science For Infectious Disease Data Analytics
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Author : Lily Wang
language : en
Publisher: CRC Press
Release Date : 2022-12-05
Data Science For Infectious Disease Data Analytics written by Lily Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-05 with Business & Economics categories.
Data Science for Infectious Disease Data Analytics: An Introduction with R provides an overview of modern data science tools and methods that have been developed specifically to analyze infectious disease data. With a quick start guide to epidemiological data visualization and analysis in R, this book spans the gulf between academia and practices providing many lively, instructive data analysis examples using the most up-to-date data, such as the newly discovered coronavirus disease (COVID-19). The primary emphasis of this book is the data science procedures in epidemiological studies, including data wrangling, visualization, interpretation, predictive modeling, and inference, which is of immense importance due to increasingly diverse and nonexperimental data across a wide range of fields. The knowledge and skills readers gain from this book are also transferable to other areas, such as public health, business analytics, environmental studies, or spatio-temporal data visualization and analysis in general. Aimed at readers with an undergraduate knowledge of mathematics and statistics, this book is an ideal introduction to the development and implementation of data science in epidemiology. Features Describes the entire data science procedure of how the infectious disease data are collected, curated, visualized, and fed to predictive models, which facilitates effective communication between data sources, scientists, and decision-makers. Explains practical concepts of infectious disease data and provides particular data science perspectives. Overview of the unique features and issues of infectious disease data and how they impact epidemic modeling and projection. Introduces various classes of models and state-of-the-art learning methods to analyze infectious diseases data with valuable insights on how different models and methods could be connected.
Infectious Disease Epidemiology
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Author : Ibrahim Abubakar
language : en
Publisher: Oxford University Press
Release Date : 2016-04-07
Infectious Disease Epidemiology written by Ibrahim Abubakar and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-07 with Medical categories.
Infectious Disease Epidemiology is a concise reference guide which provides trainees and practicing epidemiologists with the information that they need to understand the basic concepts necessary for working in this specialist area. Divided into two sections, part one comprehensively covers the basic principles and methods relevant to the study of infectious disease epidemiology. It is organised in order of increasing complexity, ranging from a general introduction to subjects such as mathematical modelling and sero-epidemiology. Part two examines key major infectious diseases that are of global significance. Grouped by their route of transmission for ease of reference, they include diseases that present a particular burden or a high potential for causing mortality. This practical guide will be essential reading for postgraduate students in infectious disease epidemiology, health protection trainees, and practicing epidemiologists.
Epidemics
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Author : Ottar N. Bjørnstad
language : en
Publisher: Springer
Release Date : 2018-11-08
Epidemics written by Ottar N. Bjørnstad and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-08 with Medical categories.
This book is designed to be a practical study in infectious disease dynamics. The book offers an easy to follow implementation and analysis of mathematical epidemiology. The book focuses on recent case studies in order to explore various conceptual, mathematical, and statistical issues. The dynamics of infectious diseases shows a wide diversity of pattern. Some have locally persistent chains-of-transmission, others persist spatially in ‘consumer-resource metapopulations’. Some infections are prevalent among the young, some among the old and some are age-invariant. Temporally, some diseases have little variation in prevalence, some have predictable seasonal shifts and others exhibit violent epidemics that may be regular or irregular in their timing. Models and ‘models-with-data’ have proved invaluable for understanding and predicting this diversity, and thence help improve intervention and control. Using mathematical models to understand infectious disease dynamics has a very rich history in epidemiology. The field has seen broad expansions of theories as well as a surge in real-life application of mathematics to dynamics and control of infectious disease. The chapters of Epidemics: Models and Data using R have been organized in a reasonably logical way: Chapters 1-10 is a mix and match of models, data and statistics pertaining to local disease dynamics; Chapters 11-13 pertains to spatial and spatiotemporal dynamics; Chapter 14 highlights similarities between the dynamics of infectious disease and parasitoid-host dynamics; Finally, Chapters 15 and 16 overview additional statistical methodology useful in studies of infectious disease dynamics. This book can be used as a guide for working with data, models and ‘models-and-data’ to understand epidemics and infectious disease dynamics in space and time.
Handbook Of Disease Burdens And Quality Of Life Measures
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Author : Victor R. Preedy
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-10-07
Handbook Of Disease Burdens And Quality Of Life Measures written by Victor R. Preedy and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-07 with Medical categories.
This is the first book to address the impact of illness on individuals and on society at large on an international scale. Wide-ranging and meticulously detailed, it is an essential working reference for public health researchers studying the quality of life.
Handbook Of Calf Health And Management A Guide To Best Practice Care For Calves
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Author : Sophie Mahendran
language : en
Publisher: 5m Books Ltd
Release Date : 2021-10-31
Handbook Of Calf Health And Management A Guide To Best Practice Care For Calves written by Sophie Mahendran and has been published by 5m Books Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-31 with Medical categories.
A guide to calf management authored by veterinarians with years of experience in both practice and research. The focus is on rearing a calf for optimal health and enhanced productivity, with a focus on welfare and best practice. Handbook of Calf Health and Management employs a lifecycle approach to management, seeing the calf through from conception to bulling age. Topics covered include feeding strategies and feeding behaviour, hygiene, weaning, grazing, husbandry advice and disease management. The approach throughout is of animal and keeper working together. The information presented has a solid research foundation and is evidence based and up to date. Practical tips from the authors’ own experience are also included. Handbook of Calf Health and Management is a must have book for both cattle veterinarians, veterinary students, farmers and stockpeople with an interest in calf management. 5m Books
Computational Science Iccs 2005
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Author : V.S. Sunderam
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-05-12
Computational Science Iccs 2005 written by V.S. Sunderam and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-05-12 with Computers categories.
The three-volume set LNCS 3514-3516 constitutes the refereed proceedings of the 5th International Conference on Computational Science, ICCS 2005, held in Atlanta, GA, USA in May 2005.The 464 papers presented were carefully reviewed and selected from a total of 834 submissions for the main conference and its 21 topical workshops. The papers span the whole range of computational science, ranging from numerical methods, algorithms, and computational kernels to programming environments, grids, networking, and tools. These fundamental contributions dealing with computer science methodologies and techniques are complemented by papers discussing computational applications and needs in virtually all scientific disciplines applying advanced computational methods and tools to achieve new discoveries with greater accuracy and speed.
Bayesian Disease Mapping
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Author : Andrew B. Lawson
language : en
Publisher: CRC Press
Release Date : 2018-05-20
Bayesian Disease Mapping written by Andrew B. Lawson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-20 with Mathematics categories.
Since the publication of the second edition, many new Bayesian tools and methods have been developed for space-time data analysis, the predictive modeling of health outcomes, and other spatial biostatistical areas. Exploring these new developments, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology, Third Edition provides an up-to-date, cohesive account of the full range of Bayesian disease mapping methods and applications. In addition to the new material, the book also covers more conventional areas such as relative risk estimation, clustering, spatial survival analysis, and longitudinal analysis. After an introduction to Bayesian inference, computation, and model assessment, the text focuses on important themes, including disease map reconstruction, cluster detection, regression and ecological analysis, putative hazard modeling, analysis of multiple scales and multiple diseases, spatial survival and longitudinal studies, spatiotemporal methods, and map surveillance. It shows how Bayesian disease mapping can yield significant insights into georeferenced health data. The target audience for this text is public health specialists, epidemiologists, and biostatisticians who need to work with geo-referenced health data.
Computing Handbook
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Author : Heikki Topi
language : en
Publisher: CRC Press
Release Date : 2014-05-14
Computing Handbook written by Heikki Topi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-14 with Computers categories.
The second volume of this popular handbook demonstrates the richness and breadth of the IS and IT disciplines. The book explores their close links to the practice of using, managing, and developing IT-based solutions to advance the goals of modern organizational environments. Established leading experts and influential young researchers present introductions to the current status and future directions of research and give in-depth perspectives on the contributions of academic research to the practice of IS and IT development, use, and management.
Oxford Handbook Of Epidemiology For Clinicians
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Author : Helen Ward
language : en
Publisher: OUP Oxford
Release Date : 2012-05-24
Oxford Handbook Of Epidemiology For Clinicians written by Helen Ward and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-24 with Medical categories.
The Oxford Handbook of Epidemiology for Clinicians provides all the information required by students and junior doctors who need to understand and translate key epidemiological concepts into medical practice. Unlike standard textbooks in this area, the focus throughout is on clinical applications of epidemiological knowledge. Divided into four sections, the handbook begins with the basics of epidemiology in the clinic, moving on to the theories behind evidence-based practice, discussions of optimum methods and studies, and then ends by looking at the epidemiology of common diseases. The material is presented in a logical manner, from problems to the most appropriate solutions or tools to be applied. Interesting topics such as controversies in prevention intervention encourage discussion and thought, and the authors pose sensible and important questions throughout. This handbook is a must for all junior doctors, medical students, and clinicians who need to apply epidemiological concepts to day-to-day practice or who want a practical step-by-step guide to undertaking research, conducting reviews of evidence, or writing up publications.