courses:psaw:lab_stats

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courses:psaw:lab_stats [2023/01/25 10:20] – [Materials] kktcourses:psaw:lab_stats [2024/03/18 16:55] (current) – jeremi
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 ==== Materials ==== ==== Materials ====
  
-  - Q&A Session -- Instead of a lecture, a short series of keywords to "warm up". Describe (in a few words) what are:+  - Q&A Session -- a short series of keywords to "warm up". Describe (in a few words) what are:
     - Null hypothesis and Alternative hypothesis (and how they change when the t-test is one-tailed or two-tailed)     - Null hypothesis and Alternative hypothesis (and how they change when the t-test is one-tailed or two-tailed)
     - Normal distribution     - Normal distribution
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   * [[https://www.kdnuggets.com/2019/07/p-values-explained-data-scientist.html|P-values Explained By Data Scientist]] -- how to understand the p-values   * [[https://www.kdnuggets.com/2019/07/p-values-explained-data-scientist.html|P-values Explained By Data Scientist]] -- how to understand the p-values
   * [[http://mattgolder.com/interactions|Interactions | Matt Golder]] -- a very detailed explanation of what interactions in linear models are and are not   * [[http://mattgolder.com/interactions|Interactions | Matt Golder]] -- a very detailed explanation of what interactions in linear models are and are not
 +  *   [[https://www.youtube.com/watch?v=YfNx42c4Vow| Different types of error rates | mumfordbrainstats]] -- explanation and visual comparison of PCER, FWER, and FDR for multiple comparisons problem in voxelwise testing of fMRI
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