《新冠病毒传播建模：对传染病机制的深入了解》提供了2019冠状病毒疾病大流行危机的跨学科概述，并涵盖了新建模技术的各个方面和卫生紧急情况的实用解决方案。本书旨在利用2019冠状病毒疾病真实数据集制定各种创新和实用的数学、统计和流行病学模型。它强调来自公共卫生实践见解和知识的跨学科理论假设。本书的12章中的每一章都提供了宝贵的探索性工具，以实现明确的假设，突出关键的健康指标，并确定疾病的几何级数和控制措施。目前开发的模型将允许读者推断疫情的确切原因，并为疫苗试验以及全球社会经济、心理和疾病负担方面的科学信息铺平道路。这些先进的建模技术及其应用比以往任何时候都更需要数学家、统计学家、流行病学家、研究人员、临床医生和决策者之间的有效联系，以便在正确的时间做出适当的决策。随着新兴健康科学的出现，所有模型都用现实生活中的数据集进行了演示，并提供了插图和引人注目的图表，以便读者能够轻松理解2019冠状病毒疾病大流行干预措施的概念及其控制措施及其影响。
特征
-解决缓解/控制措施、传播率估计、经济影响评估、2019冠状病毒疾病的遗传复杂性、群体免疫和各种方法的所有方面，包括2019冠状病毒疾病大流行疫情分析中较新的数学、统计和流行病学模型
-涵盖创新、先进的统计和流行病学模型的应用，并展示针对2019冠状病毒疾病及其控制措施的支持性治疗方面的可能解决方案
-包括在制定数学推导和关键点时容易遵循的模型
-辅以大量插图、图像、图表和数字
这本书是针对研究生学习医学和医疗保健，数学和统计信息。研究人员还将发现这本书非常有用。
Covid Transmission Modeling: An Insight Into Infectious Diseases Mechanism
COVID Transmission Modeling: An Insight into Infectious Diseases Mechanism provides an interdisciplinary overview of the COVID-19 pandemic crisis and covers various aspects of newer modeling techniques and practical solutions for health emergencies. This book aims to formulate various innovative and pragmatic mathematical, statistical, and epidemiological models using COVID-19 real data sets. It emphasizes interdisciplinary theoretical postulates derived from practical insights and knowledge of public health. Each of the book’s 12 chapters provides invaluable and exploratory tools to enable explicit assumptions, highlights key health indicators, and determines the geometric progression and control measures of the disease. The present developed models will allow readers to extrapolate the exact reason for the outbreak and pave the way for scientific information on vaccine trials and socioeconomic, psychological, and disease burden worldwide. These advanced techniques of modeling and their applications are in greater need than ever for effective connection between mathematicians, statisticians, epidemiologists, researchers, clinicians, and policymakers for making appropriate decisions at the right time. With the advent of emerging health science, all models are demonstrated with real-life data sets and provided with illustrations and eye-catching graphs and diagrams so that the readers can easily understand the concept of COVID-19 pandemic interventions and their control measures, and their impact.
Features
– Addresses all aspects of mitigation/control measures, estimation of transmission rate, economic impact assessment, genetic complexity of COVID-19, herd immunity, and various methods, including newer mathematical, statistical, and epidemiological models in the analysis of COVID-19 pandemic outbreak
– Covers the application of innovative, advanced statistical and epidemiological models and demonstrates possible solutions toward supportive treatment aspects of COVID-19 and its control measures
– Includes models that can easily be followed in formulating the mathematical derivations and key points
– Supplemented with ample illustrations, images, diagrams, and figures
This book is aimed at postgraduate students studying medicine and healthcare, mathematics, and statistical information. Researchers will also find this book very helpful.
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