Association Models in Epidemiology: Study Design, Modeling Strategies, and Analytic Methods, Liu, Hongjie
Автор: Abraham Varghese, Eduardo M. Lacap, Ibrahim Sajath, Kamal Kumar, Shajidmon Kolamban Название: Controlling Epidemics with Mathematical and Machine Learning Models ISBN: 1799883434 ISBN-13(EAN): 9781799883432 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 45599.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents a mathematical model for epidemic diseases, specifically COVID-19. The model focuses on quarantine, isolation and vaccine effects for the control of the disease. It is a compartmental model, an extension of SIR models which consist of a number of differential equations depending on the number of compartment chosen.
Автор: Abraham Varghese, Eduardo M. Lacap, Ibrahim Sajath, Kamal Kumar, Shajidmon Kolamban Название: Controlling Epidemics with Mathematical and Machine Learning Models ISBN: 1668478846 ISBN-13(EAN): 9781668478844 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 35343.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Provides mathematical and machine learning models for epidemical diseases, with special attention given to the COVID-19 pandemic. The book gives mathematical proof of the stability and size of diseases, and covers topics such as compartmental models, reproduction number, and SIR model simulation.
Описание: This book enables readers to understand, model, and predict complex dynamical systems using new methods with stochastic tools. The author presents a unique combination of qualitative and quantitative modeling skills, novel efficient computational methods, rigorous mathematical theory, as well as physical intuitions and thinking. An emphasis is placed on the balance between computational efficiency and modeling accuracy, providing readers with ideas to build useful models in practice. Successful modeling of complex systems requires a comprehensive use of qualitative and quantitative modeling approaches, novel efficient computational methods, physical intuitions and thinking, as well as rigorous mathematical theories. As such, mathematical tools for understanding, modeling, and predicting complex dynamical systems using various suitable stochastic tools are presented. Both theoretical and numerical approaches are included, allowing readers to choose suitable methods in different practical situations. The author provides practical examples and motivations when introducing various mathematical and stochastic tools and merges mathematics, statistics, information theory, computational science, and data science. In addition, the author discusses how to choose and apply suitable mathematical tools to several disciplines including pure and applied mathematics, physics, engineering, neural science, material science, climate and atmosphere, ocean science, and many others. Readers will not only learn detailed techniques for stochastic modeling and prediction, but will develop their intuition as well. Important topics in modeling and prediction including extreme events, high-dimensional systems, and multiscale features are discussed.
Автор: O`Brien Название: Age-Period-Cohort Models, Approache ISBN: 1466551534 ISBN-13(EAN): 9781466551534 Издательство: Taylor&Francis Рейтинг: Цена: 13473.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Develop a Deep Understanding of the Statistical Issues of APC Analysis
Age-Period-Cohort Models: Approaches and Analyses with Aggregate Data presents an introduction to the problems and strategies for modeling age, period, and cohort (APC) effects for aggregate-level data. These strategies include constrained estimation, the use of age and/or period and/or cohort characteristics, estimable functions, variance decomposition, and a new technique called the s-constraint approach.
See How Common Methods Are Related to Each Other
After a general and wide-ranging introductory chapter, the book explains the identification problem from algebraic and geometric perspectives and discusses constrained regression. It then covers important strategies that provide information that does not directly depend on the constraints used to identify the APC model. The final chapter presents a specific empirical example showing that a combination of the approaches can make a compelling case for particular APC effects.
Get Answers to Questions about the Relationships of Ages, Periods, and Cohorts to Important Substantive Variables
This book incorporates several APC approaches into one resource, emphasizing both their geometry and algebra. This integrated presentation helps researchers effectively judge the strengths and weaknesses of the methods, which should lead to better future research and better interpretation of existing research.
Автор: Alexander Kr?mer; Mirjam Kretzschmar; Klaus Kricke Название: Modern Infectious Disease Epidemiology ISBN: 0387938346 ISBN-13(EAN): 9780387938349 Издательство: Springer Рейтинг: Цена: 17074.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Hardly a day goes by without news headlines concerning infectious disease threats. This book will help the reader to understand the impact of infectious diseases on our society and the instruments that policy makers have at their disposal to deal with them.
Автор: O`Connell Ann A., McCoach D. Betsy, Bell Bethany A. Название: Multilevel Modeling Methods with Introductory and Advanced Applications ISBN: 1648028721 ISBN-13(EAN): 9781648028724 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 17186.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The topics range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic.
Автор: Alexander Kr?mer; Mirjam Kretzschmar; Klaus Kricke Название: Modern Infectious Disease Epidemiology ISBN: 1461425077 ISBN-13(EAN): 9781461425076 Издательство: Springer Рейтинг: Цена: 17074.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Hardly a day goes by without news headlines concerning infectious disease threats. This book will help the reader to understand the impact of infectious diseases on our society and the instruments that policy makers have at their disposal to deal with them.
Автор: O`Connell Ann A., McCoach D. Betsy, Bell Bethany A. Название: Multilevel Modeling Methods with Introductory and Advanced Applications ISBN: 1648028713 ISBN-13(EAN): 9781648028717 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 11920.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The topics range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic.
Название: Regression Modeling Strategies ISBN: 3319194240 ISBN-13(EAN): 9783319194240 Издательство: Springer Рейтинг: Цена: 10976.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Most of the methods in this text apply to all regression models, but special emphasis is given to multiple regression using generalised least squares for longitudinal data, the binary logistic model, models for ordinal responses, parametric survival regression models and the Cox semi parametric survival model.
Автор: Frank E. Harrell , Jr. Название: Regression Modeling Strategies ISBN: 331933039X ISBN-13(EAN): 9783319330396 Издательство: Springer Рейтинг: Цена: 9146.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Most of the methods in this text apply to all regression models, but special emphasis is given to multiple regression using generalised least squares for longitudinal data, the binary logistic model, models for ordinal responses, parametric survival regression models and the Cox semi parametric survival model.
Автор: Frank E. Harrell Название: Regression Modeling Strategies ISBN: 1441929185 ISBN-13(EAN): 9781441929181 Издательство: Springer Рейтинг: Цена: 10971.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: There are many books that are excellent sources of knowledge about individual stastical tools (survival models, general linear models, etc.), but the art of data analysis is about choosing and using multiple tools. In the words of Chatfield ..".students typically know the technical details of regressin for example, but not necessarily when and how to apply it. This argues the need for a better balance in the literature and in statistical teaching between techniques and problem solving strategies." Whether analyzing risk factors, adjusting for biases in observational studies, or developing predictive models, there are common problems that few regression texts address. For example, there are missing data in the majority of datasets one is likely to encounter (other than those used in textbooks ) but most regression texts do not include methods for dealing with such data effectively, and texts on missing data do not cover regression modeling.
Описание: Genetic Association Studies is designed for students of public health, epidemiology, and the health sciences, covering the main principles of molecular genetics, population genetics, medical genetics, epidemiology and statistics. It presents a balanced view of genetic associations with coverage of candidate gene studies as well as genome-wide association studies. All aspects of a genetic association study are included, from the lab to analysis and interpretation of results, but also bioinformatics approaches to causality assessment. The role of the environment in genetic disease is also highlighted. Genetic Association Studies will enable readers to understand and critique genetic association studies and set them on the way to designing, executing, analyzing, interpreting, and reporting their own.
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