Automated Linear Regression Diagnostic


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Documentation for package ‘lindia’ version 0.10

Help Pages

gg_boxcox Plot boxcox graph in ggplot with suggested lambda transformation
gg_cooksd Plot cook's distance graph
gg_diagnose Plot all diagnostic plots given fitted linear regression line.
gg_qqplot Plot quantile-quantile plot (QQPlot) in ggplot with qqline shown.
gg_resfitted Generate residual plot of residuals against fitted value
gg_reshist Generate histogram of residuals in ggplot.
gg_resleverage Plot residual versus leverage plot in ggplot.
gg_resX Generate residual plot of residuals against predictors
gg_scalelocation Plot scale-location (also called spread-location plot) in ggplot.
plot_all Plot all given plots in a square matrix form.