# ch3 - regression and path analysis mv <- "8.9" test_that("Ch 3: Example 3.1 - Linear Regression", { m <- readModels(target = get_mplus_file("ch3/ex3.1.out", mplus_version=mv)) b <- coef(m, params = "regression") expect_equal(b$est[1], 0.969) expect_equal(b$se[1], 0.042) expect_equal(m$summaries$BIC, 1413.526) expect_equal(m$sampstat$univariate.sample.statistics["Y1", "Kurtosis"], -0.136) expect_equal(m$summaries$Estimator, "ML") expect_true(inherits(m$errors, "mplus.errors")) }) test_that("Ch 3: Example 3.2 - Censored Regression", { m <- readModels(target = get_mplus_file("ch3/ex3.2.out", mplus_version=mv)) b <- coef(m, params = "regression") expect_equal(b$est[1], 1.075) expect_equal(b$se[1], 0.043) expect_equal(m$summaries$BIC, 2313.402) expect_equal(m$summaries$AIC, 2293.771) expect_equal(m$summaries$AICC, 2293.811, tolerance=1e-3) expect_equal(m$sampstat$univariate.sample.statistics["X1", "Skewness"], 0.041) expect_equal(m$summaries$Estimator, "MLR") expect_true(inherits(m$errors, "mplus.errors")) expect_equal(m$input$variable$names, "y1 x1 x3") expect_equal(m$input$variable$censored, "y1 (b)") }) test_that("Ch 3: Example 3.3 - Censored-Inflated Regression", { m <- readModels(target = get_mplus_file("ch3/ex3.3.out", mplus_version=mv)) b <- coef(m, params = "regression") expect_equal(trimws(b$Label[3]), "Y1#1<-X1") expect_equal(b$est[3], 0.338) expect_equal(b$se[2], 0.093) expect_equal(m$summaries$BIC, 1046.553) expect_equal(m$summaries$Parameters, 7) expect_equal(m$summaries$LLCorrectionFactor, 0.9922) expect_equal(m$sampstat$univariate.sample.statistics["X1", "Skewness"], -0.035) expect_equal(m$summaries$Estimator, "MLR") expect_equal(m$input$data$file, "ex3.3.dat") }) test_that("Ch 3: Example 3.4 - Probit Regression", { m <- readModels(target = get_mplus_file("ch3/ex3.4.out", mplus_version=mv)) b <- coef(m, params = "regression") expect_equal(trimws(b$Label[2]), "U1<-X3") expect_equal(b$est[2], 2.474) expect_equal(b$se[2], 0.224) expect_equal(m$parameters$unstandardized$est[3], 0.984) expect_equal(m$summaries$ChiSqBaseline_Value, 193.243) expect_equal(m$summaries$Parameters, 3) expect_equal(m$sampstat$univariate.sample.statistics["X1", "Skewness"], -0.133) expect_equal(m$summaries$Estimator, "WLSMV") expect_equal(m$input$data$file, "ex3.4.dat") }) test_that("Ch 3: Example 3.5 - Logistic Regression", { m <- readModels(target = get_mplus_file("ch3/ex3.5.out", mplus_version=mv)) b <- coef(m, params = "regression") expect_equal(trimws(b$Label[2]), "U1<-X3") expect_equal(b$est[2], 1.839) expect_equal(b$se[2], 0.179) expect_equal(m$parameters$unstandardized$est[3], 1.026) expect_equal(m$summaries$aBIC, 414.362) expect_equal(m$summaries$Parameters, 3) expect_equal(m$sampstat$univariate.sample.statistics["X1", "Skewness"], -0.133) expect_equal(m$summaries$Estimator, "ML") expect_equal(m$input$data$file, "ex3.5.dat") })