Acerca de este Curso

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. 17 horas para completar

Sugerido: 9 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Qué aprenderás

  • 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.

Habilidades que obtendrás

R ProgrammingData AnalysisRegression AnalysisData ReportingStatistical Data

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. 17 horas para completar

Sugerido: 9 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
1 hora para completar

Welcome to Responsible Data Analysis

1 video (Total 2 minutos), 6 readings, 1 quiz
6 lecturas
Studying at Leiden University10m
About this Course10m
Meet the instructors & the team10m
Complete our small survey10m
Community Guidelines & Academic Toolkit10m
Tips for studying online10m
1 ejercicio de práctica
Plugin Test
4 horas para completar

From Individuals to Data

6 videos (Total 33 minutos), 4 readings, 7 quizzes
6 videos
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: Cardiovascular risk and educational level20m
7 ejercicios de práctica
Learning goals and personal goal(s) 10m
Practice quiz20m
Practice Quiz20m
R exercise15m
R exercise: Personality type30m
Reflect on your goals10m
Check your knowledge10m
Semana
2
4 horas para completar

From data to information I: statistical inference

6 videos (Total 37 minutos), 4 readings, 7 quizzes
6 videos
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
7 ejercicios de práctica
Learning goals and personal goal(s)10m
Practice quiz statistical interference20m
Practice quiz hypothesis testing15m
Practice quiz: Which test?15m
Practice quiz: Sample size15m
Reflect on your goals10m
Check your knowledge20m
Semana
3
5 horas para completar

From data to information II: regression techniques

6 videos (Total 36 minutos), 5 readings, 7 quizzes
6 videos
Logistic regression7m
Cox proportional hazards regression9m
To conclude1m
5 lecturas
Case study: Simple linear regression in practice20m
Case study: Dealing with binary explanatory variables30m
Case study: Multiple linear regression in practice15m
Case study: Logistic regression in practice25m
Case study: Cox proportional hazards regression in practice20m
7 ejercicios de práctica
Learning goals and personal goal(s)10m
R - exercise: Simple linear regression15m
R exercise: Multiple linear regression30m
R exercise: Logistic regression30m
R-exercise: Cox proportional hazards regression30m
Reflect on your goals10m
Check your knowledge20m
Semana
4
5 horas para completar

From information to knowledge

6 videos (Total 28 minutos), 5 readings, 8 quizzes
6 videos
Good statistical practice7m
To conclude1m
Course Conclusion56s
5 lecturas
The Likelihood of Irreproducible Research45m
Abandoning p-values?30m
Understanding Simpson's paradox15m
Why do we need to plan ahead?30m
Post-course survey10m
8 ejercicios de práctica
Learning goals and personal goals10m
Practice quiz
Reflect on your goals10m
Check your knowledge30m
Final assessment1h 30m
plugin v1
Plugin - Working Example2m
Original Template with Edits2m

Instructores

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Mar Rodriguez Girondo

PhD
Biomedical Data Sciences
Avatar

Saskia le Cessie

Professor
Biomedical Data Sciences/Clinical Epidemiology
Avatar

Jelle Goeman

Professor
Biomedical Data Sciences

Acerca de Universiteit Leiden

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....

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando compras un Certificado, obtienes acceso a todos los materiales del curso, incluidas las tareas calificadas. Una vez que completes el curso, se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes participar del curso como oyente sin costo.

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