Dependent groups linear relationship estimators

Source: R/describe_relationship.R

Function that provides a list of estimators for linear relationship between predictor and outcome. User is free to define his own list of estimators. Used in compare_dependent_groups

relationship_lm_estimators(
  predictor,
  outcome,
  SESOI_lower = 0,
  SESOI_upper = 0,
  na.rm = FALSE
)

Arguments

predictor

Numeric vector
outcome

Vector
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("yoyo_mas_data")
predictor <- yoyo_mas_data$YoYoIR1
outcome <- yoyo_mas_data$MAS

relationship_lm_estimators(predictor, outcome, SESOI_lower = -0.5, SESOI_upper = 0.5)
#>  SESOI lower  SESOI upper  SESOI range    Intercept        Slope          RSE 
#> -0.500000000  0.500000000  1.000000000 13.159948349  0.001402145  0.218737182 
#>  Pearson's r    R Squared SESOI to RSE         PPER 
#>  0.857917432  0.736022320  4.571696467  0.970243050