About this Course

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Learner Career Outcomes

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started a new career after completing these courses

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got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
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Start instantly and learn at your own schedule.
Flexible deadlines
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Approx. 23 hours to complete
English

Skills you will gain

StatisticsStatistical InferenceRegression AnalysisAnalysis Of Variance (ANOVA)

Learner Career Outcomes

62%

started a new career after completing these courses

44%

got a tangible career benefit from this course
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.
Approx. 23 hours to complete
English

Offered by

Placeholder

University of Amsterdam

Syllabus - What you will learn from this course

Content RatingThumbs Up94%(3,669 ratings)Info
Week
1

Week 1

2 hours to complete

Before we get started...

2 hours to complete
1 video (Total 3 min), 10 readings
10 readings
Hi there10m
How to navigate this course10m
How to contribute10m
General info - What will I learn in this course?10m
Course format - How is this course structured?10m
Requirements - What resources do I need?10m
Grading - How do I pass this course?10m
Team - Who created this course?10m
Honor Code - Integrity in this course10m
Useful literature and documents10m
5 hours to complete

Comparing two groups

5 hours to complete
9 videos (Total 55 min), 5 readings, 4 quizzes
9 videos
1.02 P-values5m
1.03 Confidence intervals and two-sided tests4m
1.04 Power6m
1.05 Two independent proportions6m
1.06 Two independent means6m
1.07 Two dependent proportions5m
1.08 Two dependent means5m
1.09 Controlling for other variables7m
5 readings
Comparing two groups - Drawing inferences10m
Comparing two groups - Independent groups10m
Comparing two groups - Dependent groups10m
Comparing two groups - Controlling for other variables10m
Comparing two groups - Transcripts10m
1 practice exercise
Comparing two groups30m
Week
2

Week 2

3 hours to complete

Categorical association

3 hours to complete
6 videos (Total 47 min), 4 readings, 2 quizzes
6 videos
2.02 The Chi-squared test6m
2.03 Interpreting the Chi-squared test7m
2.04 Chi-squared as goodness-of-fit7m
2.05 The Chi-squared test - sidenotes8m
2.06 Fisher's exact test6m
4 readings
Categorical association - Chi-squared test for association10m
Categorical association - Chi-squared test for goodness of fit10m
Categorical association - Sidenotes and an alternative to the Chi-squared test10m
Categorical association - Transcripts10m
1 practice exercise
Categorical association30m
Week
3

Week 3

3 hours to complete

Simple regression

3 hours to complete
9 videos (Total 50 min), 4 readings, 2 quizzes
9 videos
3.02 The regression equation6m
3.03 The regression model5m
3.04 Predictive power5m
3.05 Pitfalls in regression6m
3.06 Testing the model5m
3.07 Checking assumptions5m
3.08 CI and PI for predicted values5m
3.09 Exponential regression5m
4 readings
Simple regression - Describing quantitative association10m
Simple regression - Drawing inferences10m
Simple regression - Exponential regression10m
Simple regression - Transcripts10m
1 practice exercise
Simple regression30m
Week
4

Week 4

3 hours to complete

Multiple regression

3 hours to complete
8 videos (Total 50 min), 4 readings, 2 quizzes
8 videos
4.02 R and R-squared5m
4.03 Overall test5m
4.04 Individual tests6m
4.05 Checking assumptions4m
4.06 Categorical predictors6m
4.07 Categorical response variable6m
4.08 Interpreting results7m
4 readings
Multiple regression - Model10m
Multiple regression - Tests10m
Multiple regression - Categorical predictors, categorical response variable and example10m
Multiple regression - Transcripts10m
1 practice exercise
Multiple regression30m

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About the Methods and Statistics in Social Sciences Specialization

Methods and Statistics in Social Sciences

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