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, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. 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 multiple logistic regression, the Spline approach, confidence intervals, p-values, multiple Cox regression, adjustment, and effect modification.
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课程信息
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第 4 门课程（共 4 门）
初级
The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.
完成时间大约为14 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将学到的内容有
Practice multiple regression methods to determine relationships between an outcome and multiple predictors
Use the Spline approach for non-linear relationships with continuous predictors
Perform calculations with multiple predictor variables
您将获得的技能
- effect modifcation
- Proportional Hazards Model
- Regression Analysis
- Spline approach
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 4 门课程（共 4 门）
初级
The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.
完成时间大约为14 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
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约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
授课大纲 - 您将从这门课程中学到什么
完成时间为 4 小时
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression
Within this module, an overview of multiple regression will be provided. Additionally, examples and applications will be examined. A practice quiz is provided to test your knowledge before completing the graded quiz.
完成时间为 4 小时
9 个视频 （总计 177 分钟）, 2 个阅读材料, 2 个测验
完成时间为 4 小时
Multiple Logistic Regression
Module two covers examples of multiple logistic regression, basics of model estimates, and a discussion of effect modification. In addition to lectures, you will also be completing a practice quiz and graded quiz.
完成时间为 4 小时
8 个视频 （总计 173 分钟）, 2 个阅读材料, 2 个测验
完成时间为 3 小时
Multiple Cox Regression
The last module for this class focuses on multiple Cox regression, the “Linearity” assumption, examples, and applications. You will complete a practice quiz, graded quiz, and project.
完成时间为 3 小时
5 个视频 （总计 95 分钟）, 2 个阅读材料, 2 个测验
完成时间为 2 小时
Course Project
During this module, you get the chance to demonstrate what you've learned by putting yourself in the shoes of biostatistical consultant on two different studies, one about self-administration of injectable contraception and one about medical appointment scheduling in Brazil. The two research teams have asked you to help them interpret previously published results in order to inform the planning of their own studies. If you've already taken other courses in this specialization, then this scenario will be familiar.
完成时间为 2 小时
1 个阅读材料
审阅
- 5 stars79.43%
- 4 stars15.32%
- 3 stars4.83%
- 1 star0.40%
来自MULTIPLE REGRESSION ANALYSIS IN PUBLIC HEALTH 的热门评论
由 BV 提供Apr 23, 2020
This course covers all types of Multiple Regressions. Instructor explained the complex topics in simple language. Relevant examples from clinical field and thorough explanation by the Instructor.
由 EL 提供May 21, 2021
Professor McGready is a passionate instructor who makes BioStats interesting and concrete through his real-world experiences and exercises. Another excellent class from Dr. John.
由 SF 提供Mar 28, 2022
Excellent Course! Dr. McGready opened the doors of a whole new world to me with this specialization. Proud to have concluded it.
由 AB 提供Apr 21, 2020
A wonderful look at multiple regression, including effect modification, interactions, and adjusted slopes.
关于 Biostatistics in Public Health 专项课程
This specialization is intended for public health and healthcare professionals, researchers, data analysts, social workers, and others who need a comprehensive concepts-centric biostatistics primer. Those who complete the specialization will be able to read and respond to the scientific literature, including the Methods and Results sections, in public health, medicine, biological science, and related fields. Successful learners will also be prepared to participate as part of a research team.
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