このコースについて
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100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.

約14時間で修了

推奨:4 weeks of study, 3-4 hours/week...

英語

字幕:英語

学習内容

  • Check

    Calculate continuous data measures

  • Check

    Interpret data visualizations

  • Check

    Analyze binary data

  • Check

    Analyze time to event data

習得するスキル

StatisticsNormal Distributionsummary measuresbinary data

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.

約14時間で修了

推奨:4 weeks of study, 3-4 hours/week...

英語

字幕:英語

シラバス - 本コースの学習内容

1
1時間で修了

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件のビデオ (合計64分), 1 quiz
6件のビデオ
Introduction and Overview11 分
Samples Versus Population11 分
Considerations with Regard to Study Design22 分
Data Types and Summarization8 分
Additional Examples9 分
1の練習問題
Practice Quiz: The Role of Statistics in Public Health Research
4時間で修了

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件のビデオ (合計88分), 2 quizzes
6件のビデオ
Useful Summary Statistics24 分
Visual Displays16 分
The Role of Sample Size on Sample Based Estimates16 分
Comparing Distributions of Continuous Data16 分
Additional Examples11 分
2の練習問題
Practice: Continuous Data Measures1 時間
Continuous Data Measures1 時間 20 分
2
3時間で修了

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件のビデオ (合計75分), 2 quizzes
5件のビデオ
The Standard Normal Distribution Defined19 分
Applying the Principles of the Normal Distribution to Sample Data to Estimate Characteristics of Population Data26 分
What Happens When We Apply the Properties of the Normal Distribution to Data Not Approximately Normal: A Warning13 分
Additional Examples12 分
2の練習問題
Practice: The Normal Distribution30 分
The Normal Distribution1 時間
3
3時間で修了

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件のビデオ (合計78分), 2 quizzes
6件のビデオ
Binary Data: Definition and Summarization (Binomial Distribution, P-Hat, SD)11 分
Comparing Distributions of Binary Data: Risk Difference and Relative Risk22 分
Comparing Distributions of Binary Data: Odds Ratios16 分
A Brief Note About Ratios (Will Also Be Revisited Later in the Course)12 分
Additional Examples13 分
2の練習問題
Practice: Binary Data20 分
Binary Data1 時間
4
2時間で修了

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.

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6件のビデオ (合計85分), 2 quizzes
6件のビデオ
Time to Event Data: Definition (Censoring) and Numerical Summary Measures (Incidence Rates)24 分
Numerically Comparing Groups on Time to Event Outcomes11 分
Summarizing Time-to-Event Data, Graphically27 分
Graphically Comparing Groups on Time to Event Outcomes9 分
Additional Examples10 分
2の練習問題
Practice: Dealing with the Element of Time
Dealing with Elements of Time1 時間
2時間で修了

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 reading, 1 quiz
1件の学習用教材
Biostatistical Consulting Project30 分
1の練習問題
Course Project Quiz1 時間
4.8
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Summary Statistics in Public Health からの人気レビュー

by ARApr 28th 2019

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.

by HPFeb 13th 2019

Dr. McGready did an excellent job putting abstract statistical terms and methods in plain languages (with good examples). I find this course very helpful!

講師

Avatar

John McGready, PhD, MS

Associate Scientist, Biostatistics
Bloomberg School of Public Health

ジョンズ・ホプキンズ大学(Johns Hopkins University)について

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....

Biostatistics in Public Health の専門講座について

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....
Biostatistics in Public Health

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