À propos de ce cours

6,411 consultations récentes
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant

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

Approx. 20 heures pour terminer
Anglais
Sous-titres : Anglais

Ce que vous allez apprendre

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

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

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

Compétences que vous acquerrez

R ProgrammingData AnalysisRegression AnalysisData ReportingStatistical Data
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant

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

Approx. 20 heures pour terminer
Anglais
Sous-titres : Anglais

Offert par

Logo Université de Leyde

Université de Leyde

Programme du cours : ce que vous apprendrez dans ce cours

Semaine
1

Semaine 1

2 heures pour terminer

Welcome to Responsible Data Analysis

2 heures pour terminer
2 vidéos (Total 4 min), 6 lectures
2 vidéos
How to succeed in your online class?2 min
6 lectures
Meet the instructors & the team10 min
Leiden University: Facts & Figures10 min
About this Course10 min
Glossary10 min
Community Guidelines 5 min
What is your learning path?5 min
4 heures pour terminer

From Individuals to Data

4 heures pour terminer
6 vidéos (Total 33 min), 4 lectures, 6 quiz
6 vidéos
Structured data collection6 min
Data privacy and security8 min
Data description8 min
Initial data analysis7 min
To conclude1 min
4 lectures
Structured data collection in practice30 min
Privacy and security in practice15 min
Case Study: Descriptive Statistics40 min
Case study: Initial data analysis in practice20 min
6 exercices pour s'entraîner
Practice quiz20 min
Practice Quiz20 min
R exercise15 min
R exercise: Initial data analysis30 min
Reflect on your goals10 min
Test your knowledge20 min
Semaine
2

Semaine 2

4 heures pour terminer

From data to information I: statistical inference

4 heures pour terminer
6 vidéos (Total 37 min), 4 lectures, 6 quiz
6 vidéos
Statistical Inference9 min
Fundamentals of hypothesis testing7 min
Choosing the right statistical test8 min
Sample size calculation7 min
To conclude1 min
4 lectures
Confidence intervals in practice20 min
Relation between p-values and confidence intervals30 min
Hypothesis testing in practice25 min
Case study: Sample size calculation in practice30 min
6 exercices pour s'entraîner
Practice quiz statistical interference20 min
Practice quiz hypothesis testing15 min
Practice quiz: Which test?15 min
Practice quiz: Sample size15 min
Reflect on your goals10 min
Test your knowledge20 min
Semaine
3

Semaine 3

5 heures pour terminer

From data to information II: regression techniques

5 heures pour terminer
6 vidéos (Total 36 min), 5 lectures, 6 quiz
6 vidéos
Simple linear regression8 min
Multiple linear regression7 min
Logistic regression7 min
Cox proportional hazards regression9 min
To conclude1 min
5 lectures
Case study: Simple linear regression in practice30 min
Dealing with binary explanatory variables
Case study: Multiple linear regression in practice15 min
Case study: Logistic regression in practice25 min
Case study: Cox proportional hazards regression in practice30 min
6 exercices pour s'entraîner
R - exercise: Simple linear regression15 min
R exercise: Multiple linear regression30 min
R exercise: Logistic regression30 min
R-exercise: Cox proportional hazards regression30 min
Reflect on your goals10 min
Test your knowledge20 min
Semaine
4

Semaine 4

6 heures pour terminer

From information to knowledge

6 heures pour terminer
7 vidéos (Total 41 min), 4 lectures, 4 quiz
7 vidéos
Are most research findings false?8 min
Interview12 min
Data alone does not tell the whole story7 min
Good statistical practice7 min
To conclude1 min
Course Conclusion56s
4 lectures
The Likelihood of Irreproducible Research45 min
Abandoning p-values?30 min
Understanding Simpson's paradox15 min
Why do we need to plan ahead?30 min
4 exercices pour s'entraîner
Practice quiz20 min
Reflect on your goals10 min
Test your knowledge30 min
Final assessment1h 30min

Avis

Meilleurs avis pour POPULATION HEALTH: RESPONSIBLE DATA ANALYSIS

Voir tous les avis

Foire Aux Questions

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.

    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved. Learn more.

D'autres questions ? Visitez le Centre d'Aide pour les Etudiants.