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by aydyn
591 days ago
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Height may be normally distributed but that doesnt mean intelligence is. IQ is normally distributed because its transformed to be so; similarly, "being able to reach things" is not a natural transformation with sufficient explanatory power of what could be considered the "underlying distribution". Like IQ its a transformation of height. If you look at any intellectual skill or ability, the most raw and natural measuremnt is not normal. Going back to chess, if you look at ELO, you might be persuaded that chess ability is normally distributed. But thats wrong because ELO, like decibel, is a log transformation of the underlying measurement. We take logarithms when the the raw thing we are looking is so variable it spans orders of magnitude. So in reality the underlying distribution of chess ability is extremely skewed with a heavy right tail. It spans orders of magnitude. |
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