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初级

No previous statistical knowledge is needed, just basic mathematical skills.

完成时间大约为21 小时

建议:13 hours/week...

英语(English)

字幕:英语(English)
User
学习Course的学生是
  • Dentists
  • Medical Doctors
  • Therapists
  • Data Analysts
  • Nurses

您将学到的内容有

  • Check

    Knows (the value of) all aspects of data management and acknowledge the importance of initial data analysis.

  • Check

    Knows the pros and cons of statistical methods and can choose the appropriate data analysis approach in common health related problems.

  • Check

    Is able to interpret statistical results and to draw responsible conclusions.

您将获得的技能

R ProgrammingData AnalysisRegression AnalysisData ReportingStatistical Data
User
学习Course的学生是
  • Dentists
  • Medical Doctors
  • Therapists
  • Data Analysts
  • Nurses

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

No previous statistical knowledge is needed, just basic mathematical skills.

完成时间大约为21 小时

建议:13 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

Welcome to Responsible Data Analysis

1 个视频 (总计 2 分钟), 7 个阅读材料
7 个阅读材料
Meet the instructors & the team10分钟
Leiden University: Facts & Figures10分钟
About this Course10分钟
Glossary10分钟
Tips for studying online10分钟
Community Guidelines 5分钟
What is your learning path?5分钟
完成时间为 4 小时

From Individuals to Data

6 个视频 (总计 33 分钟), 4 个阅读材料, 7 个测验
6 个视频
Structured data collection6分钟
Data privacy and security8分钟
Data description8分钟
Initial data analysis7分钟
To conclude1分钟
4 个阅读材料
Structured data collection in practice30分钟
Privacy and security in practice15分钟
Case Study: Descriptive Statistics40分钟
Case study: Initial data analysis in practice20分钟
7 个练习
Learning goals and personal goal(s) 10分钟
Practice quiz20分钟
Practice Quiz20分钟
R exercise15分钟
R exercise: Initial data analysis30分钟
Reflect on your goals10分钟
Test your knowledge20分钟
2
完成时间为 4 小时

From data to information I: statistical inference

6 个视频 (总计 37 分钟), 4 个阅读材料, 7 个测验
6 个视频
Statistical Inference9分钟
Fundamentals of hypothesis testing7分钟
Choosing the right statistical test8分钟
Sample size calculation7分钟
To conclude1分钟
4 个阅读材料
Confidence intervals in practice20分钟
Relation between p-values and confidence intervals30分钟
Hypothesis testing in practice25分钟
Case study: Sample size calculation in practice30分钟
7 个练习
Learning goals and personal goal(s)10分钟
Practice quiz statistical interference20分钟
Practice quiz hypothesis testing15分钟
Practice quiz: Which test?15分钟
Practice quiz: Sample size15分钟
Reflect on your goals10分钟
Test your knowledge20分钟
3
完成时间为 5 小时

From data to information II: regression techniques

6 个视频 (总计 36 分钟), 5 个阅读材料, 7 个测验
6 个视频
Simple linear regression8分钟
Multiple linear regression7分钟
Logistic regression7分钟
Cox proportional hazards regression9分钟
To conclude1分钟
5 个阅读材料
Case study: Simple linear regression in practice30分钟
Dealing with binary explanatory variables
Case study: Multiple linear regression in practice15分钟
Case study: Logistic regression in practice25分钟
Case study: Cox proportional hazards regression in practice30分钟
7 个练习
Learning goals and personal goal(s)10分钟
R - exercise: Simple linear regression15分钟
R exercise: Multiple linear regression30分钟
R exercise: Logistic regression30分钟
R-exercise: Cox proportional hazards regression30分钟
Reflect on your goals10分钟
Test your knowledge20分钟
4
完成时间为 6 小时

From information to knowledge

7 个视频 (总计 41 分钟), 4 个阅读材料, 5 个测验
7 个视频
Are most research findings false?8分钟
Interview12分钟
Data alone does not tell the whole story7分钟
Good statistical practice7分钟
To conclude1分钟
Course Conclusion56
4 个阅读材料
The Likelihood of Irreproducible Research45分钟
Abandoning p-values?30分钟
Understanding Simpson's paradox15分钟
Why do we need to plan ahead?30分钟
5 个练习
Learning goals and personal goals10分钟
Practice quiz20分钟
Reflect on your goals10分钟
Test your knowledge30分钟
Final assessment1 小时 30 分
4.9
3 个审阅Chevron Right

来自Population Health: Responsible Data Analysis的热门评论

创建者 TASep 28th 2019

To research and review the data Population Health: Responsible Data Analysis is mostly perfect to me as a humanitarian.

创建者 GAOct 7th 2019

Had much fun during this course. Hope more programmes like this in future are offered for free.

讲师

Avatar

Mar Rodriguez Girondo

Assistant Professor
Biomedical Data Sciences
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Jelle Goeman

Professor
Biomedical Data Sciences

关于 莱顿大学

Leiden University is one of Europe's foremost research universities. This prominent position gives our graduates a leading edge in applying for academic posts and for functions outside academia. Leiden University is the oldest university in the Netherlands. It was founded in February 1575, as a gift from William of Orange to the citizens of Leiden after they had withstood a long siege by the Spanish. Our motto is: Praesidium Libertatis — Bastion of Liberty....

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