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authorsotech117 <26747948+sotech117@users.noreply.github.com>2024-03-11 15:46:40 -0400
committerGitHub <noreply@github.com>2024-03-11 15:46:40 -0400
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@@ -7,7 +7,7 @@ This frequency plot represents the (un-normalized) pdf of finding a points, so w
Relating to AB testing, we can view the t-score as this particle doing a "random walk", with the p-value as the probability of finding a walk at that distance. By converting the average to a t-score, you have effectively normalized the walk, and can use the normal distribution to find the p-value.
-When you argue that "if the p-value is less than 0.05, then the null hypothesis is rejected", you are saying that "if the probability of finding a sample in this position is less than .05 and I found it (in your sampleA vs sampleB calculations), then it's highly unlinkely this path is a coicidence and the null hypothesis can be rejected."
+When you argue that "if the p-value is less than 0.05, then the null hypothesis is rejected", you are saying that "if the probability of finding a sample in this position is less than .05 and I found it (in your sampleA vs sampleB calculations), then it's highly unlinkely this path (i.e. the difference in means for your two samples) is a coincidence and the null hypothesis can be rejected."
## Random Speeds
Notice how the distribution of random speeds and enegeries frequency graph is not normal - it's mostly normal but skewed with a longer right tail. This is because speed has no direction (as it's the magnitude of velocity), so the distrubtion is no longer normal.