library(lavaan) library(semPlot) mod_pa <- 'x1 ~~ x2 x3 ~ x1 + x2 x4 ~ x1 + x3 ' fit_pa <- lavaan::sem(mod_pa, pa_example) m <- matrix(c("x1", NA, NA, NA, NA, "x3", NA, "x4", "x2", NA, NA, NA), byrow = TRUE, 3, 4) p_pa <- semPaths(fit_pa, whatLabels = "est", sizeMan = 10, edge.label.cex = 1.15, layout = m, DoNotPlot = TRUE) est <- parameterEstimates(fit_pa) id <- c(1, 2, 3, 4, 5, 6, 7, 8, 9, 1) p_pa_est_chk <- formatC(est$est[id], digits = 2, format = "f") rsq <- parameterEstimates(fit_pa, rsquare = TRUE) p_pa_est_chk[c(6, 7)] <- paste0("R2=", formatC(rsq[c(10, 11), "est"], digits = 2, format = "f")) p_pa_est_chk2 <- p_pa_est_chk p_pa_est_chk2[c(6, 7)] <- paste0("Rsq:", formatC(rsq[c(10, 11), "est"], digits = 2, format = "f")) p_std <- semPaths(fit_pa, whatLabels = "std", sizeMan = 10, edge.label.cex = 1.15, layout = m, DoNotPlot = TRUE) std <- standardizedSolution(fit_pa) id <- c(1, 2, 3, 4, 5, 6, 7, 8, 9, 1) p_pa_std_chk <- formatC(std$est.std[id], digits = 2, format = "f") rsq <- parameterEstimates(fit_pa, rsquare = TRUE) p_pa_std_chk[c(6, 7)] <- paste0("R2=", formatC(rsq[c(10, 11), "est"], digits = 2, format = "f")) test_that( "add_rsq", { p_rsq <- add_rsq(p_pa, fit_pa) p_rsq2 <- add_rsq(p_pa, fit_pa, rsq_string = "Rsq:") p_rsq3 <- add_rsq(p_pa, ests = parameterEstimates(fit_pa, rsquare = TRUE, se = FALSE)) expect_identical(p_rsq$graphAttributes$Edges$labels, p_pa_est_chk) expect_identical(p_rsq2$graphAttributes$Edges$labels, p_pa_est_chk2) expect_identical(p_rsq3$graphAttributes$Edges$labels, p_pa_est_chk) p_rsq_std <- add_rsq(p_std, fit_pa) p_rsq_std2 <- add_rsq(p_std, ests = parameterEstimates(fit_pa, rsquare = TRUE, se = FALSE)) expect_identical(p_rsq_std$graphAttributes$Edges$labels, p_pa_std_chk) expect_identical(p_rsq_std2$graphAttributes$Edges$labels, p_pa_std_chk) }) # Test a structure-only diagram mod <- 'f1 =~ x01 + x02 + x03 f2 =~ x04 + x05 + x06 + x07 f3 =~ x08 + x09 + x10 f4 =~ x11 + x12 + x13 + x14 f3 ~ f1 + f2 f4 ~ f1 + f3 ' fit_sem <- lavaan::sem(mod, sem_example) est <- lavaan::parameterEstimates(fit_sem, rsquare = TRUE)[, c("lhs", "op", "rhs", "est", "pvalue")] m <- layout_matrix(f1 = c(1, 1), f2 = c(3, 1), f3 = c(2, 2), f4 = c(2, 3)) p <- semPaths(fit_sem, whatLabels="est", sizeMan = 5, nCharNodes = 0, nCharEdges = 0, edge.width = 0.8, node.width = 0.7, edge.label.cex = 0.6, mar = c(10,10,10,10), layout = m, structural = TRUE, style = "lisrel", DoNotPlot = TRUE) p2_std_chk <- est[(est$op == "r2") & (est$lhs %in% c("f3", "f4")), "est"] p2_std_chk <- paste0("R2=", formatC(p2_std_chk, 2, format = "f")) test_that( "add_rsq: structural", { p2 <- add_rsq(p, fit_sem) expect_identical(p2$graphAttributes$Edges$labels[5:6], p2_std_chk) })