Closed strengejacke closed 2 months ago
library(ggeffects) set.seed(1234) dat <- data.frame( outcome = rbinom(n = 100, size = 1, prob = 0.35), var_binom = as.factor(rbinom(n = 100, size = 1, prob = 0.3)), var_cont = rnorm(n = 100, mean = 10, sd = 7), groups = sample(letters[1:2], size = 100, replace = TRUE) ) m1 <- glm(outcome ~ var_binom * groups + var_cont, data = dat, family = binomial()) pr1 <- predict_response(m1, c("var_binom", "groups")) out1 <- test_predictions(pr1, engine = "ggeffects") out2 <- test_predictions(pr1) out1 #> # Pairwise comparisons #> #> var_binom | groups | Contrast | 95% CI | p #> --------------------------------------------------- #> 0-0 | b-a | -0.04 | -0.25, 0.18 | 0.726 #> 0-1 | a-a | 0.11 | -0.12, 0.34 | 0.358 #> 0-1 | b-a | 0.07 | -0.16, 0.30 | 0.552 #> 0-1 | b-b | 0.01 | -0.27, 0.30 | 0.940 #> 1-0 | b-a | -0.05 | -0.34, 0.24 | 0.735 #> 1-1 | b-a | 0.06 | -0.24, 0.35 | 0.700 #> #> Contrasts are presented as probabilities. out2 #> # Pairwise comparisons #> #> var_binom | groups | Contrast | 95% CI | p #> --------------------------------------------------- #> 0-1 | b-b | 0.11 | -0.12, 0.34 | 0.356 #> 0-0 | b-a | 0.04 | -0.18, 0.25 | 0.725 #> 0-1 | b-a | 0.05 | -0.24, 0.34 | 0.736 #> 1-0 | b-a | -0.07 | -0.29, 0.16 | 0.546 #> 1-1 | b-a | -0.06 | -0.35, 0.24 | 0.700 #> 0-1 | a-a | 0.01 | -0.28, 0.30 | 0.940 #> #> Contrasts are presented as probabilities.
Created on 2024-04-29 with reprex v2.1.0
Created on 2024-04-29 with reprex v2.1.0