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JuliaPlots / StatsPlots.jl

Statistical plotting recipes for Plots.jl
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Request diagnostic plots for multiple regression #122

Open revendrat opened 6 years ago

revendrat commented 6 years ago

Request diagnostic plots for multiple regression. Some thing like this will be helpful https://www.andrew.cmu.edu/user/achoulde/94842/homework/regression_diagnostics.html

mkborregaard commented 6 years ago

It'd be nice if you could give a little more info on exactly which of these you'd like and why.

mkborregaard commented 6 years ago

These are essentially just R's standard diagnostic plots when plotting a model, aren't they?

revendrat commented 6 years ago

Yes. Something in R like plot(model) with these following graphs would be very hand

  1. Residuals vs Fitted
  2. Q-Q plot of standardised residuals
  3. Square root of residuals vs Fitted (Scale location)
  4. Cook's distance

Reference link : http://www.theanalysisfactor.com/linear-models-r-diagnosing-regression-model/