Simple Regression Analysis in Public Health

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课程主页: https://www.coursera.org/archive/simple-regression-analysis-public-health

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课程大纲

Simple Logistic Regression
Simple Cox Proportional Hazards Regression
Confounding, Adjustment, and Effect Modification
Course Project

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课程详情

Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, we'll focus on the use of simple regression methods to determine the relationship between an outcome of interest and a single predictor via a linear equation. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from published studies. Topics include logistic regression, confidence intervals, p-values, Cox regression, confounding, adjustment, and effect modification.

公共卫生中的简单回归分析:生物统计学是统计学推理在生命科学中的应用,它是解锁研究人员收集的数据和科学公共卫生文献中提供的证据的关键。在本课程中,我们将专注于使用简单的回归方法通过线性方程式确定目标结果和单个预测变量之间的关系。在此过程中,将向您介绍各种方法,并练习解释数据和对已发表研究的真实数据进行计算。主题包括逻辑回归,置信区间,p值,Cox回归,混淆,调整和效果修改。

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