## 课程信息

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100% 在线

Course participants should have successfully completed an introductory statistics course prior to enrolling in the online course.

100% 在线

Course participants should have successfully completed an introductory statistics course prior to enrolling in the online course.

1

## Week 1: Introduction to Multilevel and Longitudinal Designs

7 个视频 （总计 77 分钟）, 3 个阅读材料, 3 个测验
7 个视频
1.1 Review of basic statistical concepts9分钟
1.2 Introducing longitudinal studies12分钟
1.3 Studies with a single level of clustering10分钟
1.4 Studies with multiple levels of clustering8分钟
1.5 Multilevel and longitudinal studies7分钟
Guided practice of GLIMMPSE software 120分钟
3 个阅读材料
Pre Survey10分钟
Week one lecture notes5分钟
Power or sample size analysis problem 11小时
3 个练习
Practice assessment with feedback 110分钟
Power and sample size analysis quiz 130分钟
2

## Week 2: Foundations of Complex Multilevel and Longitudinal Designs

6 个视频 （总计 81 分钟）, 2 个阅读材料, 3 个测验
6 个视频
2.1 Understanding the hypothesis16分钟
2.2 Power and type I error6分钟
2.3 Choosing the test11分钟
2.4 Correlation structure15分钟
Guided practice of GLIMMPSE software 217分钟
2 个阅读材料
Week two lecture notes5分钟
Power or sample size analysis problem 21小时
3 个练习
Practice assessment with feedback 230分钟
Power or sample size analysis quiz 230分钟
3

## Week 3: Model Assumptions, Alignment, Missing Data, and Dropout

6 个视频 （总计 69 分钟）, 2 个阅读材料, 3 个测验
6 个视频
3.1 Alignment of power and data analysis7分钟
3.2 Predicting missing data and dropout11分钟
3.3 Accounting for missing data and dropout8分钟
3.4 Continuous, binary and Poisson outcomes4分钟
Guided practice of GLIMMPSE software 315分钟
2 个阅读材料
Week 3 lecture notes5分钟
Power or sample size analysis problem 31小时
3 个练习
Practice assessment with feedback 330分钟
Power or sample size analysis quiz 330分钟
4

## Week 4: Inputs to Analysis, Recruitment Feasibility, and Multiple Aims

6 个视频 （总计 55 分钟）, 2 个阅读材料, 3 个测验
6 个视频
4.1 Inputs for power analysis: Internal pilot studies3分钟
4.2 Inputs for power analysis: Planned pilot studies9分钟
4.3 Studying power via simulation8分钟
4.4 Demonstrating recruitment feasibility8分钟
4.5 Handling multiple aims10分钟
2 个阅读材料
Week 4 lecture notes5分钟
Power or sample size analysis problem 41小时
3 个练习
Practice assessment with feedback 430分钟