Independent groups estimators

Function that provides a list of estimators. User is free to define his own list of estimators. Used in compare_independent_groups

independent_groups_estimators(
  group_a,
  group_b,
  SESOI_lower = 0,
  SESOI_upper = 0,
  na.rm = FALSE
)

Arguments

group_a	Numeric vector. This group represents baseline/control, observed variable, Pre-test in the paired design, or "practical" measure
group_b	Numeric vector. This group represents experimental, predicted variable, Post-test in the paired design, or "criterion" measure
SESOI_lower	Lower smallest effect size of interest threshold
SESOI_upper	Upper smallest effect size of interest threshold
na.rm	Should NAs be removed? Default is FALSE

Value

Named numeric vector with estimators

Examples

data("height_data")
group_a <- height_data$Height[height_data$Gender == "Female"]
group_b <- height_data$Height[height_data$Gender == "Male"]
independent_groups_estimators(group_a, group_b, SESOI_lower = -2.5, SESOI_upper = 2.5)
#>        SESOI lower        SESOI upper        SESOI range          Mean diff 
#>        -2.50000000         2.50000000         5.00000000        12.72521903 
#>            SD diff          SD pooled           %CV diff             % diff 
#>        12.41402468         8.77804103        97.55450689         7.79837084 
#>              Ratio          Cohen's d               CLES                OVL 
#>         1.07798371         1.44966502         0.84733444         0.46855479 
#> Mean diff to SESOI   SD diff to SESOI             pLower        pEquivalent 
#>         2.54504381         2.48280494         0.11148343         0.09457649 
#>            pHigher 
#>         0.79394008