About this Course

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Learner Career Outcomes

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Shareable Certificate
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Start instantly and learn at your own schedule.
Flexible deadlines
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Intermediate Level
Approx. 28 hours to complete
English

Skills you will gain

Likelihood FunctionBayesian StatisticsP-ValueStatistical Inference

Learner Career Outcomes

10%

started a new career after completing these courses

17%

got a tangible career benefit from this course

10%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 28 hours to complete
English

Offered by

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Eindhoven University of Technology

Syllabus - What you will learn from this course

Content RatingThumbs Up96%(4,533 ratings)Info
Week
1

Week 1

4 hours to complete

Introduction + Frequentist Statistics

4 hours to complete
4 videos (Total 56 min), 5 readings, 5 quizzes
4 videos
Frequentism, Likelihoods, Bayesian statistics9m
What is a p-value20m
Type 1 and Type 2 errors18m
5 readings
Structure of the Course1m
Passing the Course1m
Research on Quizzes10m
Week 1: Overview2m
Assignment 1: Which p-values can you expect?30m
5 practice exercises
Consent Form for Use of Data30m
Pop Quiz!30m
Answer Form Assignment 1 : Which p-values can you expect?30m
Pop Quiz 2!30m
Exam Week 130m
Week
2

Week 2

4 hours to complete

Likelihoods & Bayesian Statistics

4 hours to complete
4 videos (Total 50 min), 4 readings, 4 quizzes
4 videos
Likelihoods16m
Binomial Bayesian Inference14m
Bayesian Thinking11m
4 readings
Week 2: Overview2m
Interview with Professor Zoltan Dienes10m
Assignment 2.1: Likelihoods30m
Assignment 2.2: Bayesian Statistics30m
4 practice exercises
Answer Form Assignment 2.130m
Answer Form Assignment 2.2: Bayesian Statistics30m
Pop Quiz 3!30m
Exam Week 230m
Week
3

Week 3

4 hours to complete

Multiple Comparisons, Statistical Power, Pre-Registration

4 hours to complete
4 videos (Total 48 min), 4 readings, 3 quizzes
4 videos
Type 2 error control10m
Interview Professor Dan Simons6m
Pre-registration14m
4 readings
Week 3: Overview2m
Assignment 3.1: Positive Predictive Value45m
Assignment 3.2: Optional Stopping45m
Interview Professor Dan Simons10m
3 practice exercises
Answer Form Assignment 3.1: Positive Predictive Value30m
Answer Form Assignment 3.2: Optional Stopping30m
Exam Week 330m
Week
4

Week 4

3 hours to complete

Effect Sizes

3 hours to complete
3 videos (Total 29 min), 2 readings, 3 quizzes
3 videos
Cohen's d9m
Correlations9m
2 readings
Week 4: Overview1m
Assignment 4: Calculating Effect Sizes1h
3 practice exercises
Answer Form Assignment 4: Effect Sizes30m
Pop Quiz 4!30m
Exam Week 430m

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