oh gosh I am glad they included scatterplots but gosh https://twitter.com/NicoleBarbaro/status/1134103469533618176 …
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The beta there is . . . maybe it's something unusual, but typically it refers to a regression slope coefficient The fact that it has no subscript probably indicates that the author ran a bunch of univariate regressions to compare regressors Do . . . do not do this
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Her response feature seems to be ordinal (probably "how much do you like chokers? Not at all, hardly at all, . . . , I love them more than my own mum!") which is okay but a linear least squares regression with an ordinal LHS is not going to return an interpretable coefficient
End of conversation
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