Plot method for the mnl function
# S3 method for mnl plot( x, plots = "coef", conf_lev = 0.95, intercept = FALSE, nrobs = -1, shiny = FALSE, custom = FALSE, ... )
x | Return value from |
---|---|
plots | Plots to produce for the specified MNL model. Use "" to avoid showing any plots (default). "dist" shows histograms (or frequency bar plots) of all variables in the model. "scatter" shows scatter plots (or box plots for factors) for the response variable with each explanatory variable. "coef" provides a coefficient plot |
conf_lev | Confidence level to use for coefficient and relative risk ratios (RRRs) intervals (.95 is the default) |
intercept | Include the intercept in the coefficient plot (TRUE or FALSE). FALSE is the default |
nrobs | Number of data points to show in scatter plots (-1 for all) |
shiny | Did the function call originate inside a shiny app |
custom | Logical (TRUE, FALSE) to indicate if ggplot object (or list of ggplot objects) should be returned. This option can be used to customize plots (e.g., add a title, change x and y labels, etc.). See examples and https://ggplot2.tidyverse.org for options. |
... | further arguments passed to or from other methods |
See https://radiant-rstats.github.io/docs/model/mnl.html for an example in Radiant
mnl
to generate results
predict.mnl
to generate predictions
plot.model.predict
to plot prediction output
result <- mnl( ketchup, rvar = "choice", evar = c("price.heinz28", "price.heinz32", "price.heinz41", "price.hunts32"), lev = "heinz28" )#> Warning: NaNs produced#> Warning: position_dodge requires non-overlapping x intervals#> Warning: Removed 7 rows containing missing values (geom_pointrange).