Acerca de este Curso

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Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel principiante

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

Aprox. 21 horas para completar
Inglés (English)

Qué aprenderás

  • 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.

Habilidades que obtendrás

R ProgrammingData AnalysisRegression AnalysisData ReportingStatistical Data
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel principiante

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

Aprox. 21 horas para completar
Inglés (English)

ofrecido por

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Universiteit Leiden

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

2 horas para completar

Welcome to Responsible Data Analysis

2 horas para completar
2 videos (Total 4 minutos), 6 lecturas
2 videos
How to succeed in your online class?2m
6 lecturas
Meet the instructors & the team10m
Leiden University: Facts & Figures10m
About this Course10m
Glossary10m
Community Guidelines 5m
What is your learning path?5m
4 horas para completar

From Individuals to Data

4 horas para completar
6 videos (Total 33 minutos), 4 lecturas, 6 cuestionarios
6 videos
Structured data collection6m
Data privacy and security8m
Data description8m
Initial data analysis7m
To conclude1m
4 lecturas
Structured data collection in practice30m
Privacy and security in practice15m
Case Study: Descriptive Statistics40m
Case study: Initial data analysis in practice20m
6 ejercicios de práctica
Practice quiz20m
Practice Quiz20m
R exercise15m
R exercise: Initial data analysis30m
Reflect on your goals10m
Test your knowledge20m
Semana
2

Semana 2

4 horas para completar

From data to information I: statistical inference

4 horas para completar
6 videos (Total 37 minutos), 4 lecturas, 6 cuestionarios
6 videos
Statistical Inference9m
Fundamentals of hypothesis testing7m
Choosing the right statistical test8m
Sample size calculation7m
To conclude1m
4 lecturas
Confidence intervals in practice20m
Relation between p-values and confidence intervals30m
Hypothesis testing in practice25m
Case study: Sample size calculation in practice30m
6 ejercicios de práctica
Practice quiz statistical interference20m
Practice quiz hypothesis testing15m
Practice quiz: Which test?15m
Practice quiz: Sample size15m
Reflect on your goals10m
Test your knowledge30m
Semana
3

Semana 3

5 horas para completar

From data to information II: regression techniques

5 horas para completar
6 videos (Total 36 minutos), 5 lecturas, 6 cuestionarios
6 videos
Simple linear regression8m
Multiple linear regression7m
Logistic regression7m
Cox proportional hazards regression9m
To conclude1m
5 lecturas
Case study: Simple linear regression in practice30m
Dealing with binary explanatory variables
Case study: Multiple linear regression in practice15m
Case study: Logistic regression in practice25m
Case study: Cox proportional hazards regression in practice30m
6 ejercicios de práctica
R - exercise: Simple linear regression15m
R exercise: Multiple linear regression30m
R exercise: Logistic regression30m
R-exercise: Cox proportional hazards regression30m
Reflect on your goals10m
Test your knowledge20m
Semana
4

Semana 4

6 horas para completar

From information to knowledge

6 horas para completar
7 videos (Total 41 minutos), 4 lecturas, 4 cuestionarios
7 videos
Are most research findings false?8m
Interview12m
Data alone does not tell the whole story7m
Good statistical practice7m
To conclude1m
Course Conclusion56s
4 lecturas
The Likelihood of Irreproducible Research45m
Abandoning p-values?30m
Understanding Simpson's paradox15m
Why do we need to plan ahead?30m
4 ejercicios de práctica
Practice quiz20m
Reflect on your goals10m
Test your knowledge30m
Final assessment1h 30m

Reseñas

Principales reseñas sobre POPULATION HEALTH: RESPONSIBLE DATA ANALYSIS

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Preguntas Frecuentes

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