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Diffstat (limited to 'tests/testthat/test_massart.R')
-rw-r--r-- | tests/testthat/test_massart.R | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/tests/testthat/test_massart.R b/tests/testthat/test_massart.R new file mode 100644 index 0000000..791c2e7 --- /dev/null +++ b/tests/testthat/test_massart.R @@ -0,0 +1,40 @@ +context("Known results for the example datasets provided by Massart (1997)") + +require(chemCal) + +test_that("Inverse predictions for example 1 are correct",{ + m1 <- lm(y ~ x, data = massart97ex1) + + # Known values are from the book + p1.1 <- inverse.predict(m1, 15) + expect_equal(round(p1.1$Prediction, 1), 6.1) + expect_equal(round(p1.1$Confidence, 1), 4.9) + + p1.2 <- inverse.predict(m1, 90) + expect_equal(round(p1.2$Prediction, 1), 43.9) + expect_equal(round(p1.2$Confidence, 1), 4.9) + + p1.3 <- inverse.predict(m1, rep(90, 5)) + expect_equal(round(p1.3$Prediction, 1), 43.9) + expect_equal(round(p1.3$Confidence, 1), 3.2) +}) + + +test_that("Inverse predictions for example 3 are correct",{ + attach(massart97ex3) + yx <- split(y, x) + ybar <- sapply(yx, mean) + s <- round(sapply(yx, sd), digits = 2) + w <- round(1 / (s^2), digits = 3) + weights <- w[factor(x)] + m3 <- lm(y ~ x, w = weights) + + # Known values are from the book + p3.1 <- inverse.predict(m3, 15, ws = 1.67) + expect_equal(round(p3.1$Prediction, 1), 5.9) + expect_equal(round(p3.1$Confidence, 1), 2.5) + + p3.2 <- inverse.predict(m3, 90, ws = 0.145) + expect_equal(round(p3.2$Prediction, 1), 44.1) + expect_equal(round(p3.2$Confidence, 1), 7.9) +}) |