ARD ANOVA from car Package — ard_car

Function takes a regression model object and calculated ANOVA using car::Anova().

Usage

ard_car_anova(x, ...)

Arguments

x: regression model object
...: arguments passed to car::Anova(...)

Value

data frame

Examples

lm(AGE ~ ARM, data = cards::ADSL) |>
  ard_car_anova()
#> {cards} data frame: 5 x 8
#>   variable   context stat_name stat_label   stat fmt_fn
#> 1      ARM car_anova     sumsq      sumsq 71.386      1
#> 2      ARM car_anova        df  Degrees …      2      1
#> 3      ARM car_anova    meansq     meansq 35.693      1
#> 4      ARM car_anova statistic  Statistic  0.523      1
#> 5      ARM car_anova   p.value    p-value  0.593      1
#> ℹ 2 more variables: warning, error

glm(vs ~ factor(cyl) + factor(am), data = mtcars, family = binomial) |>
  ard_car_anova(test.statistic = "Wald")
#> {cards} data frame: 6 x 8
#>      variable   context stat_name stat_label  stat   warning
#> 1 factor(cyl) car_anova statistic  Statistic     0 glm.fit:…
#> 2 factor(cyl) car_anova        df  Degrees …     2 glm.fit:…
#> 3 factor(cyl) car_anova   p.value    p-value     1 glm.fit:…
#> 4  factor(am) car_anova statistic  Statistic     0 glm.fit:…
#> 5  factor(am) car_anova        df  Degrees …     1 glm.fit:…
#> 6  factor(am) car_anova   p.value    p-value 0.998 glm.fit:…
#> ℹ 2 more variables: fmt_fn, error