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Titlebook: Quantitative Epidemiology; Xinguang Chen Textbook 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springe

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發(fā)表于 2025-3-21 16:48:07 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Quantitative Epidemiology
編輯Xinguang Chen
視頻videohttp://file.papertrans.cn/781/780838/780838.mp4
概述Emphasizes application through scientific reasoning and project development.Illustrates key principles and methods with examples, real data, and SAS.Promotes transition from guided research to indepen
叢書名稱Emerging Topics in Statistics and Biostatistics
圖書封面Titlebook: Quantitative Epidemiology;  Xinguang Chen Textbook 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springe
描述.This book is designed to train graduate students across disciplines within the fields of public health and medicine, with the goal of guiding them in the transition to independent researchers. It focuses on theories, principles, techniques, and methods essential for data processing and quantitative analysis to address medical, health, and behavioral challenges. Students will learn to access to existing data and process their own data, quantify the distribution of a medical or health problem to inform decision making; to identify influential factors of a disease/behavioral problem; and to support health promotion and disease prevention. Concepts, principles, methods and skills are demonstrated with SAS programs, figures and tables generated from real, publicly available data. In addition to various methods for introductory analysis, the following are featured, including 4-dimensional measurement of distribution and geographic mapping, multiple linear and logistic regression, Poissonregression, Cox regression, missing data imputing, and statistical power analysis.??.
出版日期Textbook 2021
關(guān)鍵詞quantitative methods; descriptive study; etiology; causal inference; bivariate analysis; exploratory anal
版次1
doihttps://doi.org/10.1007/978-3-030-83852-2
isbn_softcover978-3-030-83854-6
isbn_ebook978-3-030-83852-2Series ISSN 2524-7735 Series E-ISSN 2524-7743
issn_series 2524-7735
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Survival Analysis and Cox Regression for Time-to-Event Data,, conditional logistic regression for case-control studies with Y being assessed through a matched design, and Poisson regression for a counting Y (i.e., rare diseases, car accidents, the number of emergency calls, and days of hospital stay).
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Introduction to Quantitative Epidemiology,jor tasks, including descriptive, etiological, translational, and methodological epidemiology. Descriptive epidemiology aims at quantifying the distribution of medical, health, or behavioral issues among people residing in a geographic area overtime; etiological epidemiology devotes to the understan
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Quantitative Descriptive Epidemiology,ugh, it is common practice to describe a problem using words; quantitative epidemiology focuses on the application of descriptive statistical methods and visualization techniques for description. Information provided using a quantitative method is thus less subjective, and more concise and accurate
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Confirmation with Multiple Regression Analysis,same character. In this chapter, we will continue the research to verify or confirm a promising X?~?Y relationship with the most suitable variables detected through bivariate analysis. As described in Chap. ., an X?~?Y relation is what we assumed. We use it as a reflection of the true relationship i
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