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## 10%

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## 17%

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## 10%

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#### 100% online

Start instantly and learn at your own schedule.

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#### Approx. 22 hours to complete

Suggested: 7 weeks of study, 3 hours a week...

#### English

Subtitles: English, Italian, Chinese (Simplified)

### Skills you will gain

Likelihood FunctionBayesian StatisticsP-ValueStatistical Inference

## 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

#### 100% online

Start instantly and learn at your own schedule.

Reset deadlines in accordance to your schedule.

#### Approx. 22 hours to complete

Suggested: 7 weeks of study, 3 hours a week...

#### English

Subtitles: English, Italian, Chinese (Simplified)

Week
1

## Week 1

3 hours to complete

## Introduction + Frequentist Statistics

3 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
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 Data2m
Pop Quiz!30m
Answer Form Assignment 1 : Which p-values can you expect?30m
Pop Quiz 2!12m
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
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!8m
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
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
Week 4: Overview1m
Assignment 4: Calculating Effect Sizes1h
3 practice exercises
Answer Form Assignment 4: Effect Sizes30m
Pop Quiz 4!8m
Exam Week 430m
4.9
164 Reviews

### Top reviews from Improving your statistical inferences

By MRFeb 22nd 2018

Excellent course with a lot to learn. After 10 years in data analysis it provided me with great new insights and material to further improve my skills and understanding of data analysis

By BHOct 6th 2017

This is a top-notch course. The ground (especially pitfalls) is very well covered, and useful free tools are engaged (R, G*Power, prof's own spreadsheets for calculating effect size).

### About Eindhoven University of Technology

Eindhoven University of Technology (TU/e) is a research-driven, design-oriented university of technology with a strong international focus. The university was founded in 1956, and has around 8,500 students and 3,000 staff. TU/e has defined strategic areas focusing on the societal challenges in Energy, Health and Smart Mobility. The Brainport Eindhoven region is one of world’s smartest; it won the title Intelligent Community of the Year 2011....

## Frequently Asked Questions

• Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.