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data-analysis-neuroscience [2022/03/20 03:33] – created cjjdata-analysis-neuroscience [2022/03/20 08:54] (current) – cjj
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 ======Data Analysis in Neuroscience====== ======Data Analysis in Neuroscience======
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 +This course is intended to provide an overview on the statistical, analytic, and computational tools that are commonly used in the research field of neuroscience. It will focus on characterizing the strength and applicability of various data analytical approaches in some more intuitive than formal ways. Through practical, simplified exercises, it aims to initiate students with tools that are likely to be useful for their future research in the field.
 +
 Years taught: [[202102dan|2021]], [[202202dan|2022]] Years taught: [[202102dan|2021]], [[202202dan|2022]]
-====Textbook====+ 
 +=====Format===== 
 +  * Two lecture hours each week 
 +  * Homework will be assigned for each textbook chapter covered 
 +  * Take home final in the last week 
 +=====Textbook=====
   - //Advanced Data Analysis in Neuroscience: Integrating Statistical and Computational Models//, Durstewitz, 2017. (Main)   - //Advanced Data Analysis in Neuroscience: Integrating Statistical and Computational Models//, Durstewitz, 2017. (Main)
     - https://doi.org/10.1007/978-3-319-59976-2     - https://doi.org/10.1007/978-3-319-59976-2
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   - //Analysis of Neural Data//, Kass, 2014. (Supplementary)   - //Analysis of Neural Data//, Kass, 2014. (Supplementary)
     - https://link.springer.com/book/10.1007%2F978-1-4614-9602-1     - https://link.springer.com/book/10.1007%2F978-1-4614-9602-1
- +=====Syllabus=====
-This course is intended to provide an overview on the statistical, analytic, and computational tools that are commonly used in the research field of neuroscience. It will focus on characterizing the strength and applicability of various data analytical approaches in some more intuitive than formal ways. Through practical, simplified exercises, it aims to initiate students with tools that are likely to be useful for their future research in the field. +
 Following the textbook the tentative outline is as following Following the textbook the tentative outline is as following
   * Statistical inference: What is the data telling us?   * Statistical inference: What is the data telling us?
data-analysis-neuroscience.1647747211.txt.gz · Last modified: by cjj

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