Announcing a new minor release (that should be in the registry soon).
New Feature: Trend Lines
This release added support for displaying simple linear trend lines fit to each pair of variables, skipping any missing values.
See Failing to plot correlograms in Julia: Makie vs. AoG vs StatsPlots - #23 by sefffal for the discussion that prompted this addition.
pairplot(
table => (
# choose what kind of series you want in body and along diagonal
PairPlots.Scatter(),
PairPlots.MarginHist(),
# Add trend line
PairPlots.TrendLine(color=:red),
),
fullgrid=true
)
If the data is ill conditioned (such that calculating the line results in a singular exception, then no line is displayed.
I’m interested to expand on this in future. I can imagine wanting to see the formula, correlation coefficient, etc, as well as display arbitrarily complex models.
Perhaps this could be added via extension packages, eg for GLM.jl.
I’d be interested to hear what the community thinks would be a good approach.