Author: Scott Gottlieb
Publisher: HarperCollins
ISBN: 0063080028
Category : Political Science
Languages : en
Pages : 550
Book Description
NEW YORK TIMES BESTSELLER “Uncontrolled Spread is everything you’d hope: a smart and insightful account of what happened and, currently, the best guide to what needs to be done to avoid a future pandemic." —Wall Street Journal “Informative and well paced.”—The Guardian “An intense ride through the pandemic with chilling details of what really happened. It is also sprinkled with notes of true wisdom that may help all of us better prepare for the future.”—Sanjay Gupta, MD, chief medical correspondent, CNN Physician and former FDA commissioner Scott Gottlieb asks: Has America’s COVID-19 catastrophe taught us anything? In Uncontrolled Spread, he shows how the coronavirus and its variants were able to trounce America’s pandemic preparations, and he outlines the steps that must be taken to protect against the next outbreak. As the pandemic unfolded, Gottlieb was in regular contact with all the key players in Congress, the Trump administration, and the drug and diagnostic industries. He provides an inside account of how level after level of American government crumbled as the COVID-19 crisis advanced. A system-wide failure across government institutions left the nation blind to the threat, and unable to mount an effective response. We’d prepared for the wrong virus. We failed to identify the contagion early enough and became overly reliant on costly and sometimes divisive tactics that couldn’t fully slow the spread. We never considered asymptomatic transmission and we assumed people would follow public health guidance. Key bureaucracies like the CDC were hidebound and outmatched. Weak political leadership aggravated these woes. We didn’t view a public health disaster as a threat to our national security. Many of the woes sprung from the CDC, which has very little real-time reporting capability to inform us of Covid’s twists and turns or assess our defenses. The agency lacked an operational capacity and mindset to mobilize the kind of national response that was needed. To guard against future pandemic risks, we must remake the CDC and properly equip it to better confront crises. We must also get our intelligence services more engaged in the global public health mission, to gather information and uncover emerging risks before they hit our shores so we can head them off. For this role, our clandestine agencies have tools and capabilities that the CDC lacks. Uncontrolled Spread argues we must fix our systems and prepare for a deadlier coronavirus variant, a flu pandemic, or whatever else nature -- or those wishing us harm -- may threaten us with. Gottlieb outlines policies and investments that are essential to prepare the United States and the world for future threats.
Uncontrolled Spread
Author: Scott Gottlieb
Publisher: HarperCollins
ISBN: 0063080028
Category : Political Science
Languages : en
Pages : 550
Book Description
NEW YORK TIMES BESTSELLER “Uncontrolled Spread is everything you’d hope: a smart and insightful account of what happened and, currently, the best guide to what needs to be done to avoid a future pandemic." —Wall Street Journal “Informative and well paced.”—The Guardian “An intense ride through the pandemic with chilling details of what really happened. It is also sprinkled with notes of true wisdom that may help all of us better prepare for the future.”—Sanjay Gupta, MD, chief medical correspondent, CNN Physician and former FDA commissioner Scott Gottlieb asks: Has America’s COVID-19 catastrophe taught us anything? In Uncontrolled Spread, he shows how the coronavirus and its variants were able to trounce America’s pandemic preparations, and he outlines the steps that must be taken to protect against the next outbreak. As the pandemic unfolded, Gottlieb was in regular contact with all the key players in Congress, the Trump administration, and the drug and diagnostic industries. He provides an inside account of how level after level of American government crumbled as the COVID-19 crisis advanced. A system-wide failure across government institutions left the nation blind to the threat, and unable to mount an effective response. We’d prepared for the wrong virus. We failed to identify the contagion early enough and became overly reliant on costly and sometimes divisive tactics that couldn’t fully slow the spread. We never considered asymptomatic transmission and we assumed people would follow public health guidance. Key bureaucracies like the CDC were hidebound and outmatched. Weak political leadership aggravated these woes. We didn’t view a public health disaster as a threat to our national security. Many of the woes sprung from the CDC, which has very little real-time reporting capability to inform us of Covid’s twists and turns or assess our defenses. The agency lacked an operational capacity and mindset to mobilize the kind of national response that was needed. To guard against future pandemic risks, we must remake the CDC and properly equip it to better confront crises. We must also get our intelligence services more engaged in the global public health mission, to gather information and uncover emerging risks before they hit our shores so we can head them off. For this role, our clandestine agencies have tools and capabilities that the CDC lacks. Uncontrolled Spread argues we must fix our systems and prepare for a deadlier coronavirus variant, a flu pandemic, or whatever else nature -- or those wishing us harm -- may threaten us with. Gottlieb outlines policies and investments that are essential to prepare the United States and the world for future threats.
Publisher: HarperCollins
ISBN: 0063080028
Category : Political Science
Languages : en
Pages : 550
Book Description
NEW YORK TIMES BESTSELLER “Uncontrolled Spread is everything you’d hope: a smart and insightful account of what happened and, currently, the best guide to what needs to be done to avoid a future pandemic." —Wall Street Journal “Informative and well paced.”—The Guardian “An intense ride through the pandemic with chilling details of what really happened. It is also sprinkled with notes of true wisdom that may help all of us better prepare for the future.”—Sanjay Gupta, MD, chief medical correspondent, CNN Physician and former FDA commissioner Scott Gottlieb asks: Has America’s COVID-19 catastrophe taught us anything? In Uncontrolled Spread, he shows how the coronavirus and its variants were able to trounce America’s pandemic preparations, and he outlines the steps that must be taken to protect against the next outbreak. As the pandemic unfolded, Gottlieb was in regular contact with all the key players in Congress, the Trump administration, and the drug and diagnostic industries. He provides an inside account of how level after level of American government crumbled as the COVID-19 crisis advanced. A system-wide failure across government institutions left the nation blind to the threat, and unable to mount an effective response. We’d prepared for the wrong virus. We failed to identify the contagion early enough and became overly reliant on costly and sometimes divisive tactics that couldn’t fully slow the spread. We never considered asymptomatic transmission and we assumed people would follow public health guidance. Key bureaucracies like the CDC were hidebound and outmatched. Weak political leadership aggravated these woes. We didn’t view a public health disaster as a threat to our national security. Many of the woes sprung from the CDC, which has very little real-time reporting capability to inform us of Covid’s twists and turns or assess our defenses. The agency lacked an operational capacity and mindset to mobilize the kind of national response that was needed. To guard against future pandemic risks, we must remake the CDC and properly equip it to better confront crises. We must also get our intelligence services more engaged in the global public health mission, to gather information and uncover emerging risks before they hit our shores so we can head them off. For this role, our clandestine agencies have tools and capabilities that the CDC lacks. Uncontrolled Spread argues we must fix our systems and prepare for a deadlier coronavirus variant, a flu pandemic, or whatever else nature -- or those wishing us harm -- may threaten us with. Gottlieb outlines policies and investments that are essential to prepare the United States and the world for future threats.
Handbook of Research on Pathophysiology and Strategies for the Management of COVID-19
Author: El Hiba, Omar
Publisher: IGI Global
ISBN: 1799882268
Category : Medical
Languages : en
Pages : 352
Book Description
According to the World Health Organization (WHO), coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus (SARS-Cov2), which may cause mild to moderate respiratory complications in most infected people. Older people and those with chronic and/or acute illnesses may present serious complications. Underlying mechanisms of the cellular responses to the virus are not fully revealed; therefore, understanding the pathophysiology of COVID-19 is crucial to provide efficient data to define the appropriate and effective therapeutic strategies to cure and prevent COVID-19-associated complications. The Handbook of Research on Pathophysiology and Strategies for the Management of COVID-19 summarizes and assembles the published data on COVID-19 and provides an answer to the reader for the mystery of SARS-Cov2’s impact on human health through a deep analysis of the current data available in the literature. This book addresses the epidemiology and infectious patterns of the disease and the recent pathophysiological mechanisms of the disease and relationships to the medical history of the patient. Covering topics from the tie between COVID-19 and respiratory disease to vaccination information, this comprehensive reference source is ideal for clinicians, health professionals, pathologists, virologists, researchers, academicians, and medical and PhD students.
Publisher: IGI Global
ISBN: 1799882268
Category : Medical
Languages : en
Pages : 352
Book Description
According to the World Health Organization (WHO), coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus (SARS-Cov2), which may cause mild to moderate respiratory complications in most infected people. Older people and those with chronic and/or acute illnesses may present serious complications. Underlying mechanisms of the cellular responses to the virus are not fully revealed; therefore, understanding the pathophysiology of COVID-19 is crucial to provide efficient data to define the appropriate and effective therapeutic strategies to cure and prevent COVID-19-associated complications. The Handbook of Research on Pathophysiology and Strategies for the Management of COVID-19 summarizes and assembles the published data on COVID-19 and provides an answer to the reader for the mystery of SARS-Cov2’s impact on human health through a deep analysis of the current data available in the literature. This book addresses the epidemiology and infectious patterns of the disease and the recent pathophysiological mechanisms of the disease and relationships to the medical history of the patient. Covering topics from the tie between COVID-19 and respiratory disease to vaccination information, this comprehensive reference source is ideal for clinicians, health professionals, pathologists, virologists, researchers, academicians, and medical and PhD students.
Rapid Expert Consultations on the COVID-19 Pandemic
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309676908
Category : Medical
Languages : en
Pages : 81
Book Description
In response to a request from the Office of Science and Technology Policy and the Office of the Assistant Secretary for Preparedness and Response, the National Academies of Sciences, Engineering, and Medicine convened a standing committee of experts to help inform the federal government on critical science and policy issues related to emerging infectious diseases and other 21st century health threats. This set of Rapid Expert Consultations are the first of their kind and represent the best evidence available to the Committee at the time each publication was released. The science on these issues is continually evolving, and the scientific consensus the Committee reaches on these topics will likely evolve with it. The standing committee includes members with expertise in emerging infectious diseases, public health, public health preparedness and response, biological sciences, clinical care and crisis standards of care, risk communication, and regulatory issues.
Publisher: National Academies Press
ISBN: 0309676908
Category : Medical
Languages : en
Pages : 81
Book Description
In response to a request from the Office of Science and Technology Policy and the Office of the Assistant Secretary for Preparedness and Response, the National Academies of Sciences, Engineering, and Medicine convened a standing committee of experts to help inform the federal government on critical science and policy issues related to emerging infectious diseases and other 21st century health threats. This set of Rapid Expert Consultations are the first of their kind and represent the best evidence available to the Committee at the time each publication was released. The science on these issues is continually evolving, and the scientific consensus the Committee reaches on these topics will likely evolve with it. The standing committee includes members with expertise in emerging infectious diseases, public health, public health preparedness and response, biological sciences, clinical care and crisis standards of care, risk communication, and regulatory issues.
Handbook of Research on Applied Intelligence for Health and Clinical Informatics
Author: Thakare, Anuradha Dheeraj
Publisher: IGI Global
ISBN: 1799877108
Category : Medical
Languages : en
Pages : 470
Book Description
Currently, informatics within the field of public health is a developing and growing industry. Clinical informatics are used in direct patient care by supplying medical practitioners with information that can be used to develop a care plan. Intelligent applications in clinical informatics facilitates with the technology-based solutions to analyze data or medical images and help clinicians to retrieve that information. Decision models aid with making complex decisions especially in uncertain situations. The Handbook of Research on Applied Intelligence for Health and Clinical Informatics is a comprehensive reference book that focuses on the study of resources and methods for the management of healthcare infrastructure and information. This book provides insights on how applied intelligence with deep learning, experiential learning, and more will impact healthcare and clinical information processing. The content explores the representation, processing, and communication of clinical information in natural and engineered systems. This book covers a range of topics including applied intelligence, medical imaging, telehealth, and decision support systems, and also looks at technologies and tools used in the detection and diagnosis of medical conditions such as cancers, diabetes, heart disease, lung disease, and prenatal syndromes. It is an essential reference source for diagnosticians, medical professionals, imaging specialists, data specialists, IT consultants, medical technologists, academicians, researchers, industrial experts, scientists, and students.
Publisher: IGI Global
ISBN: 1799877108
Category : Medical
Languages : en
Pages : 470
Book Description
Currently, informatics within the field of public health is a developing and growing industry. Clinical informatics are used in direct patient care by supplying medical practitioners with information that can be used to develop a care plan. Intelligent applications in clinical informatics facilitates with the technology-based solutions to analyze data or medical images and help clinicians to retrieve that information. Decision models aid with making complex decisions especially in uncertain situations. The Handbook of Research on Applied Intelligence for Health and Clinical Informatics is a comprehensive reference book that focuses on the study of resources and methods for the management of healthcare infrastructure and information. This book provides insights on how applied intelligence with deep learning, experiential learning, and more will impact healthcare and clinical information processing. The content explores the representation, processing, and communication of clinical information in natural and engineered systems. This book covers a range of topics including applied intelligence, medical imaging, telehealth, and decision support systems, and also looks at technologies and tools used in the detection and diagnosis of medical conditions such as cancers, diabetes, heart disease, lung disease, and prenatal syndromes. It is an essential reference source for diagnosticians, medical professionals, imaging specialists, data specialists, IT consultants, medical technologists, academicians, researchers, industrial experts, scientists, and students.
Take Control of Your Cancer Risk
Author: John Whyte, MD, MPH
Publisher: Harper Horizon
ISBN: 0785240411
Category : Health & Fitness
Languages : en
Pages : 269
Book Description
Something everyone has the power to do is reduce your cancer risk, and this book will show you just how easy it is to do it. Each year, over a million people in the United States alone hear the words no one ever wants to hear: You have cancer. But what if there was a way for fewer people to hear these words? One of the biggest myths regarding cancer is that it’s mostly genetic - meaning that you have no control over whether you get it. While genetics do have an impact, the truth is that your lifestyle and environment play the major role. Physician and Chief Medical Offer of WebMD John Whyte, MD, MPH, shares straightforward information and equips you with strategies to help you on a journey to better health. In Take Control of Your Cancer Risk, Dr. Whyte provides helpful tips including: assessing your cancer risk knowing which screenings you need, and when learning the role food, exercise, and sleep play understanding the relationship between stress and cancer Take Control of Your Cancer Risk is filled with practical advice that empowers you to really take control of our health.
Publisher: Harper Horizon
ISBN: 0785240411
Category : Health & Fitness
Languages : en
Pages : 269
Book Description
Something everyone has the power to do is reduce your cancer risk, and this book will show you just how easy it is to do it. Each year, over a million people in the United States alone hear the words no one ever wants to hear: You have cancer. But what if there was a way for fewer people to hear these words? One of the biggest myths regarding cancer is that it’s mostly genetic - meaning that you have no control over whether you get it. While genetics do have an impact, the truth is that your lifestyle and environment play the major role. Physician and Chief Medical Offer of WebMD John Whyte, MD, MPH, shares straightforward information and equips you with strategies to help you on a journey to better health. In Take Control of Your Cancer Risk, Dr. Whyte provides helpful tips including: assessing your cancer risk knowing which screenings you need, and when learning the role food, exercise, and sleep play understanding the relationship between stress and cancer Take Control of Your Cancer Risk is filled with practical advice that empowers you to really take control of our health.
Evidence-Based Practice for Public Health Emergency Preparedness and Response
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309670381
Category : Medical
Languages : en
Pages : 501
Book Description
When communities face complex public health emergencies, state local, tribal, and territorial public health agencies must make difficult decisions regarding how to effectively respond. The public health emergency preparedness and response (PHEPR) system, with its multifaceted mission to prevent, protect against, quickly respond to, and recover from public health emergencies, is inherently complex and encompasses policies, organizations, and programs. Since the events of September 11, 2001, the United States has invested billions of dollars and immeasurable amounts of human capital to develop and enhance public health emergency preparedness and infrastructure to respond to a wide range of public health threats, including infectious diseases, natural disasters, and chemical, biological, radiological, and nuclear events. Despite the investments in research and the growing body of empirical literature on a range of preparedness and response capabilities and functions, there has been no national-level, comprehensive review and grading of evidence for public health emergency preparedness and response practices comparable to those utilized in medicine and other public health fields. Evidence-Based Practice for Public Health Emergency Preparedness and Response reviews the state of the evidence on PHEPR practices and the improvements necessary to move the field forward and to strengthen the PHEPR system. This publication evaluates PHEPR evidence to understand the balance of benefits and harms of PHEPR practices, with a focus on four main areas of PHEPR: engagement with and training of community-based partners to improve the outcomes of at-risk populations after public health emergencies; activation of a public health emergency operations center; communication of public health alerts and guidance to technical audiences during a public health emergency; and implementation of quarantine to reduce the spread of contagious illness.
Publisher: National Academies Press
ISBN: 0309670381
Category : Medical
Languages : en
Pages : 501
Book Description
When communities face complex public health emergencies, state local, tribal, and territorial public health agencies must make difficult decisions regarding how to effectively respond. The public health emergency preparedness and response (PHEPR) system, with its multifaceted mission to prevent, protect against, quickly respond to, and recover from public health emergencies, is inherently complex and encompasses policies, organizations, and programs. Since the events of September 11, 2001, the United States has invested billions of dollars and immeasurable amounts of human capital to develop and enhance public health emergency preparedness and infrastructure to respond to a wide range of public health threats, including infectious diseases, natural disasters, and chemical, biological, radiological, and nuclear events. Despite the investments in research and the growing body of empirical literature on a range of preparedness and response capabilities and functions, there has been no national-level, comprehensive review and grading of evidence for public health emergency preparedness and response practices comparable to those utilized in medicine and other public health fields. Evidence-Based Practice for Public Health Emergency Preparedness and Response reviews the state of the evidence on PHEPR practices and the improvements necessary to move the field forward and to strengthen the PHEPR system. This publication evaluates PHEPR evidence to understand the balance of benefits and harms of PHEPR practices, with a focus on four main areas of PHEPR: engagement with and training of community-based partners to improve the outcomes of at-risk populations after public health emergencies; activation of a public health emergency operations center; communication of public health alerts and guidance to technical audiences during a public health emergency; and implementation of quarantine to reduce the spread of contagious illness.
Deep Learning Applications for Cyber-Physical Systems
Author: Mundada, Monica R.
Publisher: IGI Global
ISBN: 1799881636
Category : Computers
Languages : en
Pages : 293
Book Description
Big data generates around us constantly from daily business, custom use, engineering, and science activities. Sensory data is collected from the internet of things (IoT) and cyber-physical systems (CPS). Merely storing such a massive amount of data is meaningless, as the key point is to identify, locate, and extract valuable knowledge from big data to forecast and support services. Such extracted valuable knowledge is usually referred to as smart data. It is vital to providing suitable decisions in business, science, and engineering applications. Deep Learning Applications for Cyber-Physical Systems provides researchers a platform to present state-of-the-art innovations, research, and designs while implementing methodological and algorithmic solutions to data processing problems and designing and analyzing evolving trends in health informatics and computer-aided diagnosis in deep learning techniques in context with cyber physical systems. Covering topics such as smart medical systems, intrusion detection systems, and predictive analytics, this text is essential for computer scientists, engineers, practitioners, researchers, students, and academicians, especially those interested in the areas of internet of things, machine learning, deep learning, and cyber-physical systems.
Publisher: IGI Global
ISBN: 1799881636
Category : Computers
Languages : en
Pages : 293
Book Description
Big data generates around us constantly from daily business, custom use, engineering, and science activities. Sensory data is collected from the internet of things (IoT) and cyber-physical systems (CPS). Merely storing such a massive amount of data is meaningless, as the key point is to identify, locate, and extract valuable knowledge from big data to forecast and support services. Such extracted valuable knowledge is usually referred to as smart data. It is vital to providing suitable decisions in business, science, and engineering applications. Deep Learning Applications for Cyber-Physical Systems provides researchers a platform to present state-of-the-art innovations, research, and designs while implementing methodological and algorithmic solutions to data processing problems and designing and analyzing evolving trends in health informatics and computer-aided diagnosis in deep learning techniques in context with cyber physical systems. Covering topics such as smart medical systems, intrusion detection systems, and predictive analytics, this text is essential for computer scientists, engineers, practitioners, researchers, students, and academicians, especially those interested in the areas of internet of things, machine learning, deep learning, and cyber-physical systems.
The Fight for Climate After COVID-19
Author: Alice C. Hill
Publisher: Oxford University Press
ISBN: 0197549705
Category : Medical
Languages : en
Pages : 273
Book Description
"The Fight for Climate after COVID-19 draws on the troubled and uneven COVID-19 experience to illustrate the critical need to ramp up resilience rapidly and effectively on a global scale. After years of working alongside public health and resilience experts crafting policy to build both pandemic and climate change preparedness, Alice C. Hill exposes parallels between the underutilized measures that governments should have taken to contain the spread of COVID-19 -- such as early action, cross-border planning, and bolstering emergency preparation -- and the steps leaders can take now to mitigate the impacts of climate change. Through practical analyses of current policy and thoughtful guidance for successful climate adaptation, The Fight for Climate after COVID-19 reveals that, just as our society has transformed itself to meet the challenge of coronavirus, so too will we need to adapt our thinking and our policies to combat the ever-increasing threat of climate change." --
Publisher: Oxford University Press
ISBN: 0197549705
Category : Medical
Languages : en
Pages : 273
Book Description
"The Fight for Climate after COVID-19 draws on the troubled and uneven COVID-19 experience to illustrate the critical need to ramp up resilience rapidly and effectively on a global scale. After years of working alongside public health and resilience experts crafting policy to build both pandemic and climate change preparedness, Alice C. Hill exposes parallels between the underutilized measures that governments should have taken to contain the spread of COVID-19 -- such as early action, cross-border planning, and bolstering emergency preparation -- and the steps leaders can take now to mitigate the impacts of climate change. Through practical analyses of current policy and thoughtful guidance for successful climate adaptation, The Fight for Climate after COVID-19 reveals that, just as our society has transformed itself to meet the challenge of coronavirus, so too will we need to adapt our thinking and our policies to combat the ever-increasing threat of climate change." --
Learning from SARS
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309182158
Category : Medical
Languages : en
Pages : 376
Book Description
The emergence of severe acute respiratory syndrome (SARS) in late 2002 and 2003 challenged the global public health community to confront a novel epidemic that spread rapidly from its origins in southern China until it had reached more than 25 other countries within a matter of months. In addition to the number of patients infected with the SARS virus, the disease had profound economic and political repercussions in many of the affected regions. Recent reports of isolated new SARS cases and a fear that the disease could reemerge and spread have put public health officials on high alert for any indications of possible new outbreaks. This report examines the response to SARS by public health systems in individual countries, the biology of the SARS coronavirus and related coronaviruses in animals, the economic and political fallout of the SARS epidemic, quarantine law and other public health measures that apply to combating infectious diseases, and the role of international organizations and scientific cooperation in halting the spread of SARS. The report provides an illuminating survey of findings from the epidemic, along with an assessment of what might be needed in order to contain any future outbreaks of SARS or other emerging infections.
Publisher: National Academies Press
ISBN: 0309182158
Category : Medical
Languages : en
Pages : 376
Book Description
The emergence of severe acute respiratory syndrome (SARS) in late 2002 and 2003 challenged the global public health community to confront a novel epidemic that spread rapidly from its origins in southern China until it had reached more than 25 other countries within a matter of months. In addition to the number of patients infected with the SARS virus, the disease had profound economic and political repercussions in many of the affected regions. Recent reports of isolated new SARS cases and a fear that the disease could reemerge and spread have put public health officials on high alert for any indications of possible new outbreaks. This report examines the response to SARS by public health systems in individual countries, the biology of the SARS coronavirus and related coronaviruses in animals, the economic and political fallout of the SARS epidemic, quarantine law and other public health measures that apply to combating infectious diseases, and the role of international organizations and scientific cooperation in halting the spread of SARS. The report provides an illuminating survey of findings from the epidemic, along with an assessment of what might be needed in order to contain any future outbreaks of SARS or other emerging infections.
Spatial and Spatio-temporal Bayesian Models with R - INLA
Author: Marta Blangiardo
Publisher: John Wiley & Sons
ISBN: 1118326555
Category : Mathematics
Languages : en
Pages : 322
Book Description
Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio-temporal models used within the Bayesian framework and a series of practical examples which allow the reader to link the statistical theory presented to real data problems. The numerous examples from the fields of epidemiology, biostatistics and social science all are coded in the R package R-INLA, which has proven to be a valid alternative to the commonly used Markov Chain Monte Carlo simulations
Publisher: John Wiley & Sons
ISBN: 1118326555
Category : Mathematics
Languages : en
Pages : 322
Book Description
Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio-temporal models used within the Bayesian framework and a series of practical examples which allow the reader to link the statistical theory presented to real data problems. The numerous examples from the fields of epidemiology, biostatistics and social science all are coded in the R package R-INLA, which has proven to be a valid alternative to the commonly used Markov Chain Monte Carlo simulations