课程信息
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100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

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

完成时间大约为21 小时

建议:Five weeks of approximately four to six hours of work per week....

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

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

完成时间大约为21 小时

建议:Five weeks of approximately four to six hours of work per week....

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 4 小时

Week 1: Introduction to Multilevel and Longitudinal Designs

7 个视频 (总计 70 分钟), 2 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 113分钟
2 个阅读材料
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
Graded assessment 120分钟
Power and sample size analysis quiz 130分钟
2
完成时间为 4 小时

Week 2: Foundations of Complex Multilevel and Longitudinal Designs

6 个视频 (总计 79 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 215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 210分钟
Graded assessment 220分钟
Power or sample size analysis quiz 230分钟
3
完成时间为 4 小时

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

5 个视频 (总计 54 分钟), 2 个阅读材料, 3 个测验
5 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
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 310分钟
Graded assessment 320分钟
Power or sample size analysis quiz 330分钟
4
完成时间为 4 小时

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 410分钟
Graded assessment 420分钟
Power or sample size analysis quiz 430分钟

讲师

Avatar

Albert Ritzhaupt

Associate Professor
College of Education

关于 佛罗里达大学

The University of Florida (UF) is recognized nationally and internationally as a leader in academic excellence, both on campus and online. Ranked in the top 10 of Public Universities, the University of Florida is the state’s oldest university and has a long established tradition of academic excellence. ...

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  • No this course is free to enroll from January 13, 2020 to February 16, 2020.

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