54,009 次近期查看

## 10%

### 您将获得的技能

Likelihood FunctionBayesian StatisticsP-ValueStatistical Inference

1

## Introduction + Frequentist Statistics

4 个视频 （总计 56 分钟）, 5 个阅读材料, 5 个测验
4 个视频
Frequentism, Likelihoods, Bayesian statistics9分钟
What is a p-value20分钟
Type 1 and Type 2 errors18分钟
5 个阅读材料
Structure of the Course1分钟
Passing the Course1分钟
Research on Quizzes10分钟
Week 1: Overview2分钟
Assignment 1: Which p-values can you expect?30分钟
5 个练习
Consent Form for Use of Data2分钟
Pop Quiz!30分钟
Answer Form Assignment 1 : Which p-values can you expect?30分钟
Pop Quiz 2!12分钟
Exam Week 130分钟
2

## Likelihoods & Bayesian Statistics

4 个视频 （总计 50 分钟）, 4 个阅读材料, 4 个测验
4 个视频
Likelihoods16分钟
Binomial Bayesian Inference14分钟
Bayesian Thinking11分钟
4 个阅读材料
Week 2: Overview2分钟
Interview with Professor Zoltan Dienes10分钟
Assignment 2.1: Likelihoods30分钟
Assignment 2.2: Bayesian Statistics30分钟
4 个练习
Answer Form Assignment 2.2: Bayesian Statistics30分钟
Pop Quiz 3!8分钟
Exam Week 230分钟
3

## Multiple Comparisons, Statistical Power, Pre-Registration

4 个视频 （总计 48 分钟）, 4 个阅读材料, 3 个测验
4 个视频
Type 2 error control10分钟
Interview Professor Dan Simons6分钟
Pre-registration14分钟
4 个阅读材料
Week 3: Overview2分钟
Assignment 3.1: Positive Predictive Value45分钟
Assignment 3.2: Optional Stopping45分钟
Interview Professor Dan Simons10分钟
3 个练习
Answer Form Assignment 3.1: Positive Predictive Value30分钟
Answer Form Assignment 3.2: Optional Stopping30分钟
Exam Week 330分钟
4

## Effect Sizes

3 个视频 （总计 29 分钟）, 2 个阅读材料, 3 个测验
3 个视频
Effect Sizes10分钟
Cohen's d9分钟
Correlations9分钟
2 个阅读材料
Week 4: Overview1分钟
Assignment 4: Calculating Effect Sizes1小时
3 个练习
Answer Form Assignment 4: Effect Sizes30分钟
Pop Quiz 4!8分钟
Exam Week 430分钟
4.9
157 条评论

Excellent course. The lecturer has written code snippets that let the students visualize the meaning and interrelationship of p-values confidence-intervals power effect-size bayesian-inference.

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

## 讲师

#### Daniel Lakens

Associate Professor
Department of Human-Technology Interaction

## 关于 埃因霍温科技大学

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....

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