Response distribution

Distribution of response variable by segements/levels of a qualitative variable.

Usage

blr_segment_dist(data, response, predictor)

# S3 method for class 'blr_segment_dist'
plot(
  x,
  title = NA,
  xaxis_title = "Levels",
  yaxis_title = "Sample Distribution",
  sec_yaxis_title = "1s Distribution",
  bar_color = "blue",
  line_color = "red",
  print_plot = TRUE,
  ...
)

Arguments

data

A tibble or a data.frame.

response

Response variable; column in data.

predictor

Predictor variable; column in data.

x

An object of class blr_segment_dist.

title

Plot title.

xaxis_title

X axis title.

yaxis_title

Y axis title.

sec_yaxis_title

Secondary y axis title.

bar_color

Bar color.

line_color

Line color.

print_plot

logical; if TRUE, prints the plot else returns a plot object.

...

Other inputs.

Value

A tibble.

See also

Other bivariate analysis procedures: blr_bivariate_analysis(), blr_segment(), blr_segment_twoway(), blr_woe_iv(), blr_woe_iv_stats()

Examples

k <- blr_segment_dist(hsb2, honcomp, prog)
k
#>          Event Segmentation           
#> -------------------------------------
#>   pred       n     1s     n%     1s%  
#> -------------------------------------
#>    1        45     7     0.22    0.04 
#>    2        105    40    0.52    0.20 
#>    3        50     6     0.25    0.03 
#> -------------------------------------
#> 

# plot
plot(k)