data_OConnor_Dvorak_2001: data_OConnor_Dvorak_2001

In SIMPLE.REGRESSION: OLS, Moderated, Logistic, and Count Regressions Made Simple

data_OConnor_Dvorak_2001

Description

Moderated regression data from O'Connor and Dvorak (2001)

Details

A data frame with scores for 131 male adolescents on resiliency, maternal harshness, and aggressive behavior. The data are from O'Connor and Dvorak (2001, p. 17) and are provided as trial moderated regression data for the MODERATED_REGRESSION and REGIONS_OF_SIGNIFICANCE functions.

References

O'Connor, B. P., & Dvorak, T. (2001). Conditional associations between parental behavior and adolescent problems: A search for personality-environment interactions. Journal of Research in Personality, 35, 1-26.

Examples

head(data_OConnor_Dvorak_2001)

mharsh_agg <- 
  MODERATED_REGRESSION(data=data_OConnor_Dvorak_2001, DV='Aggressive_Behavior',
                       IV='Maternal_Harshness', IV_range=c(1,7.7), 
                       MOD='Resiliency',MOD_levels='AikenWest', 
                       quantiles_IV=c(.1, .9), quantiles_MOD=c(.25, .5, .75),
                       center = FALSE,  
                       plot_type = 'interaction', 
                       DV_range = c(1,6), 
                       Xaxis_label='Maternal Harshness', 
                       Yaxis_label='Adolescent Aggressive Behavior', 
                       legend_label='Resiliency') 

REGIONS_OF_SIGNIFICANCE(model=mharsh_agg,  
           plot_title='Slopes of Maternal Harshness on Aggression by Resiliency', 
           Xaxis_label='Resiliency', 
           Yaxis_label='Slopes of Maternal Harshness on Aggressive Behavior ') 

SIMPLE.REGRESSION documentation built on Sept. 11, 2024, 8:36 p.m.