Biostatistics is the application of statistical reasoning to the life sciences, and it is the key to unlocking the data gathered by researchers and the evidence presented in the scientific literature. In this course, we'll focus on the use of statistical measurement methods within the world of public health research. Along the way, you'll be introduced to a variety of methods and measures, and you'll practice interpreting data and performing calculations on real data from published studies. Topics include summary measures, visual displays, continuous data, sample size, the normal distribution, binary data, the element of time, and the Kaplan-Meir curve.
本课程是 Biostatistics in Public Health 专项课程 专项课程的一部分
Summary Statistics in Public Health
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课程信息
25,686 次近期查看
您将学到的内容有
Calculate continuous data measures
Interpret data visualizations
Analyze binary data
Analyze time to event data
您将获得的技能
StatisticsNormal Distributionsummary measuresbinary data
教学大纲 - 您将从这门课程中学到什么
周
1完成时间为 1 小时
The Role of Statistics in Public Health Research
Within this learning module, you will learn how statistics are used within public heath research. Topics covered include study design types, data types, and data summarization. You will complete a practice quiz before completing a graded quiz.
6 个视频 （总计 64 分钟）, 1 个测验
6 个视频
Welcome47
Introduction and Overview11分钟
Samples Versus Population11分钟
Considerations with Regard to Study Design22分钟
Data Types and Summarization8分钟
Additional Examples9分钟
1 个练习
Practice Quiz: The Role of Statistics in Public Health Research
完成时间为 4 小时
Continuous Data Measures
Module two involves several lectures, a practice quiz and a graded quiz. Topics include summary statistics, visual displays, role of sample size, and continuous data.
6 个视频 （总计 88 分钟）, 2 个测验
6 个视频
Introduction2分钟
Useful Summary Statistics24分钟
Visual Displays16分钟
The Role of Sample Size on Sample Based Estimates16分钟
Comparing Distributions of Continuous Data16分钟
Additional Examples11分钟
2 个练习
Practice: Continuous Data Measures1小时
Continuous Data Measures1 小时 20 分
周
2完成时间为 3 小时
The Normal Distribution
The focus of this module is on normal distribution. Topics covered include defining the standard normal distribution, and application of principles of normal distribution to sample data. There is a practice quiz where you can test your knowledge before completing the graded quiz.
5 个视频 （总计 75 分钟）, 2 个测验
5 个视频
Introduction3分钟
The Standard Normal Distribution Defined19分钟
Applying the Principles of the Normal Distribution to Sample Data to Estimate Characteristics of Population Data26分钟
What Happens When We Apply the Properties of the Normal Distribution to Data Not Approximately Normal: A Warning13分钟
Additional Examples12分钟
2 个练习
Practice: The Normal Distribution30分钟
The Normal Distribution1小时
周
3完成时间为 3 小时
Binary Data
Module four covers binary data and its significance. In addition to lectures, you will complete a practice quiz and a graded quiz.
6 个视频 （总计 78 分钟）, 2 个测验
6 个视频
Introduction2分钟
Binary Data: Definition and Summarization (Binomial Distribution, P-Hat, SD)11分钟
Comparing Distributions of Binary Data: Risk Difference and Relative Risk22分钟
Comparing Distributions of Binary Data: Odds Ratios16分钟
A Brief Note About Ratios (Will Also Be Revisited Later in the Course)12分钟
Additional Examples13分钟
2 个练习
Practice: Binary Data20分钟
Binary Data1小时
周
4完成时间为 2 小时
Dealing with the Element of Time
In module five, you will explore how time is defined and studied in relation to data and learn about the Kaplan-Meir curve. In addition to a practice quiz, you will complete a graded quiz and project.
6 个视频 （总计 85 分钟）, 2 个测验
6 个视频
Introduction3分钟
Time to Event Data: Definition (Censoring) and Numerical Summary Measures (Incidence Rates)24分钟
Numerically Comparing Groups on Time to Event Outcomes11分钟
Summarizing Time-to-Event Data, Graphically27分钟
Graphically Comparing Groups on Time to Event Outcomes9分钟
Additional Examples10分钟
2 个练习
Practice: Dealing with the Element of Time
Dealing with Elements of Time1小时
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 asthma medication and the other about self-administration of injectable contraception. The two research teams have asked you to help them interpret previously published results in order to inform the planning of their own studies.
1 个阅读材料, 1 个测验
1 个阅读材料
Biostatistical Consulting Project30分钟
1 个练习
Course Project Quiz1小时
4.8
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通过此课程获得实实在在的工作福利
来自Summary Statistics in Public Health 的热门评论
Great course. The lecturer makes things so easy to understand. I love that there are additional examples available. I will definitely recommend this course to everyone in healthcare
This is a well structured content. The course is presented in the most simplest form to accommodate complete novices. I found it very educative, practical and lucidly intense.
讲师
John McGready, PhD, MS
Associate Scientist, BiostatisticsBloomberg School of Public Health
关于 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.
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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