课程信息
4.7
92 个评分
17 个审阅
100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为13 小时

建议:6 hours/week...
可选语言

英语(English)

字幕:英语(English)...
100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为13 小时

建议:6 hours/week...
可选语言

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(小时)
完成时间为 2 小时

Week 1

This week we will discuss psychological and behavioral inference, as well as advanced experimental design. ...
Reading
8 个视频(共 103 分钟), 1 个阅读材料, 1 个测验
Video8 个视频
Module 1B: Crises in neuroscience and psychology: Problems and solutions14分钟
Module 2A: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond11分钟
Module 2B: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond13分钟
Module 3: Meta Analysis10分钟
Module 4: Using meta-analysis to improve inference12分钟
Module 5: Optimizing acquisition for your study goals18分钟
Module 6: Resting-state fMRI7分钟
Reading1 个阅读材料
Syllabus10分钟
Quiz1 个练习
Quiz 128分钟
2
完成时间(小时)
完成时间为 2 小时

Week 2

This week we will continue with advanced experimental design, and also discuss advanced GLM modeling....
Reading
11 个视频(共 119 分钟), 1 个测验
Video11 个视频
Module 7B: Advanced Experimental Design I - Fundamentals of design efficiency12分钟
Module 8: Advanced Experimental Design II – Efficiency in fMRI10分钟
Module 9: Advanced Experimental Design III – Optimizing experimental designs with genetic algorithms12分钟
Module 10: Model building: Parametric modulators8分钟
Module 11: Basis Sets II: Smooth FIR, HTW, Basis sets at 2nd level11分钟
Module 12A: Multicolinearity and diagnostics10分钟
Module 12B: Multicolinearity and diagnostics8分钟
Module 13: Robust regression14分钟
Module 14A: Practical group analysis: Procedures and checks9分钟
Module 14B: Practical group analysis: Procedures and checks10分钟
Quiz1 个练习
Quiz 222分钟
3
完成时间(小时)
完成时间为 2 小时

Week 3

This week we will focus on brain connectivity....
Reading
8 个视频(共 77 分钟), 1 个测验
Video8 个视频
Module 16: Functional Connectivity9分钟
Module 17: Multivariate Decomposition Methods9分钟
Module 18: Dynamic Connectivity9分钟
Module 19: Network Analysis I – Graph theory10分钟
Module 20: Effective Connectivity9分钟
Module 21: Mediation, moderation, and structural models12分钟
Module 21B: Mediation, moderation, and structural models11分钟
Quiz1 个练习
Quiz 324分钟
4
完成时间(小时)
完成时间为 2 小时

Week 4

This week we will focus on multi-voxel pattern analysis....
Reading
10 个视频(共 90 分钟), 1 个测验
Video10 个视频
Module 23: Directed graphs: Granger causality9分钟
Module 24: Principles of causal inference12分钟
Module 25: Multi-voxel Pattern Analysis: A neuroscientific perspective10分钟
Module 25B: Multi-voxel Pattern Analysis: A neuroscientific perspective7分钟
Module 26: MVPA Intro10分钟
Module 27: Performing MVPA I9分钟
Module 28: Performing MVPA II5分钟
Module 29: MVPA-PM Example – NPS - Expand: Social and physical pain10分钟
Module 29B: MVPA-PM Example – NPS - Expand: Social and physical pain7分钟
Quiz1 个练习
Quiz 424分钟
4.7
17 个审阅Chevron Right

热门审阅

创建者 AJNov 12th 2018

Similar to the first installment of the series. I found this course enlightening and easily digestible, especially considering the advance material it discusses. Overall enjoyable experience.

创建者 FSMay 10th 2018

Comprehensive, Informative & exciting course... highly recommended for Psychiatrists, or any mental health professionals interested in neuropsychiatry and neuroscience !

讲师

Avatar

Martin Lindquist, PhD, MSc

Professor, Biostatistics
Bloomberg School of Public Health | Johns Hopkins University
Avatar

Tor Wager

PhD
Department of Psychology and Neuroscience, The Institute of Cognitive Science | University of Colorado at Boulder

关于 Johns Hopkins University

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

关于 University of Colorado Boulder

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies....

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