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authorJohannes Ranke <jranke@uni-bremen.de>2022-03-07 12:03:40 +0100
committerJohannes Ranke <jranke@uni-bremen.de>2022-03-07 14:55:21 +0100
commit7035cde3a53781721fe15a8893fdf328c789bdd2 (patch)
treea1e4929faf9d645caedc0ed4dcc5036252497c63 /tests
parent77c248ca40b82ec00a756cd82f12968131f78959 (diff)
Remove nlmixr interface for release of mkin 1.1.0
I am postponing my attempts to get the nlmixr interface to CRAN, given some problems with nlmixr using R-devel under Windows, see https://github.com/nlmixrdevelopment/nlmixr/issues/596 and https://github.com/r-hub/rhub/issues/512, which is fixed by the removal of nlmixr from the testsuite. For the tests to be more platform independent, the biphasic mixed effects models test dataset was defined in a way that fitting should be more robust (less ill-defined).
Diffstat (limited to 'tests')
-rw-r--r--tests/testthat/_snaps/plot/mixed-model-fit-for-saem-object-with-mkin-transformations.svg4392
-rw-r--r--tests/testthat/print_sfo_saem_1.txt16
-rw-r--r--tests/testthat/setup_script.R14
-rw-r--r--tests/testthat/summary_nlmixr_saem_biphasic.txt97
-rw-r--r--tests/testthat/summary_saem_biphasic_s.txt40
-rw-r--r--tests/testthat/test_dmta.R66
-rw-r--r--tests/testthat/test_mixed.R17
-rw-r--r--tests/testthat/test_tffm0.R10
8 files changed, 2231 insertions, 2421 deletions
diff --git a/tests/testthat/_snaps/plot/mixed-model-fit-for-saem-object-with-mkin-transformations.svg b/tests/testthat/_snaps/plot/mixed-model-fit-for-saem-object-with-mkin-transformations.svg
index 049992de..dc7c1e17 100644
--- a/tests/testthat/_snaps/plot/mixed-model-fit-for-saem-object-with-mkin-transformations.svg
+++ b/tests/testthat/_snaps/plot/mixed-model-fit-for-saem-object-with-mkin-transformations.svg
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diff --git a/tests/testthat/print_sfo_saem_1.txt b/tests/testthat/print_sfo_saem_1.txt
index fc6a2148..a11e1e96 100644
--- a/tests/testthat/print_sfo_saem_1.txt
+++ b/tests/testthat/print_sfo_saem_1.txt
@@ -10,12 +10,10 @@ Likelihood computed by importance sampling
1311 1315 -649
Fitted parameters:
- estimate lower upper
-parent_0 1e+02 99.13 1e+02
-k_parent 4e-02 0.03 4e-02
-Var.parent_0 5e-01 -2.04 3e+00
-Var.k_parent 1e-01 0.03 2e-01
-a.1 9e-01 0.75 1e+00
-b.1 5e-02 0.04 5e-02
-SD.parent_0 7e-01 -1.09 3e+00
-SD.k_parent 3e-01 0.20 4e-01
+ estimate lower upper
+parent_0 1e+02 99.13 1e+02
+k_parent 4e-02 0.03 4e-02
+a.1 9e-01 0.75 1e+00
+b.1 5e-02 0.04 5e-02
+SD.parent_0 7e-01 -1.09 3e+00
+SD.k_parent 3e-01 0.20 4e-01
diff --git a/tests/testthat/setup_script.R b/tests/testthat/setup_script.R
index ec96fbc2..10696082 100644
--- a/tests/testthat/setup_script.R
+++ b/tests/testthat/setup_script.R
@@ -160,8 +160,8 @@ DFOP_SFO <- mkinmod(
m1 = mkinsub("SFO"),
quiet = TRUE)
dfop_sfo_pop <- list(parent_0 = 100,
- k_m1 = 0.005, f_parent_to_m1 = 0.5,
- k1 = 0.05, k2 = 0.01, g = 0.5)
+ k_m1 = 0.007, f_parent_to_m1 = 0.5,
+ k1 = 0.1, k2 = 0.02, g = 0.5)
syn_biphasic_parms <- as.matrix(data.frame(
k1 = rlnorm(n_biphasic, log(dfop_sfo_pop$k1), log_sd),
k2 = rlnorm(n_biphasic, log(dfop_sfo_pop$k2), log_sd),
@@ -186,11 +186,12 @@ ds_biphasic <- lapply(ds_biphasic_mean, function(ds) {
mmkin_sfo_1 <- mmkin("SFO", ds_sfo, quiet = TRUE, error_model = "tc", cores = n_cores)
mmkin_dfop_1 <- mmkin("DFOP", ds_dfop, quiet = TRUE, cores = n_cores)
mmkin_biphasic <- mmkin(list("DFOP-SFO" = DFOP_SFO), ds_biphasic, quiet = TRUE, cores = n_cores,
+ control = list(eval.max = 500, iter.max = 400),
error_model = "tc")
# nlme
dfop_nlme_1 <- nlme(mmkin_dfop_1)
-nlme_biphasic <- nlme(mmkin_biphasic)
+nlme_biphasic <- suppressWarnings(nlme(mmkin_biphasic))
# saemix
sfo_saem_1 <- saem(mmkin_sfo_1, quiet = TRUE, transformations = "saemix")
@@ -201,13 +202,6 @@ dfop_saemix_2 <- saem(mmkin_dfop_1, quiet = TRUE, transformations = "saemix")
saem_biphasic_m <- saem(mmkin_biphasic, transformations = "mkin", quiet = TRUE)
saem_biphasic_s <- saem(mmkin_biphasic, transformations = "saemix", quiet = TRUE)
-# nlmixr saem
-tmp <- suppressMessages(capture.output(nlmixr_saem_biphasic <- nlmixr(mmkin_biphasic, est = "saem",
- control = nlmixr::saemControl(nBurn = 300, nEm = 100, nmc = 9, print = 0))))
-# The FOCEI fit takes too long...
-#tmp <- capture_output(nlmixr_focei_biphasic <- nlmixr(mmkin_biphasic, est = "focei",
-# control = nlmixr::foceiControl(print = 0)))
-
# UBA datasets
ds_uba <- lapply(experimental_data_for_UBA_2019[6:10],
function(x) subset(x$data[c("name", "time", "value")]))
diff --git a/tests/testthat/summary_nlmixr_saem_biphasic.txt b/tests/testthat/summary_nlmixr_saem_biphasic.txt
deleted file mode 100644
index 144cbac7..00000000
--- a/tests/testthat/summary_nlmixr_saem_biphasic.txt
+++ /dev/null
@@ -1,97 +0,0 @@
-nlmixr version used for fitting: 2.0.6
-mkin version used for pre-fitting: Dummy 0.0 for testing
-R version used for fitting: Dummy R version for testing
-Date of fit: Dummy date for testing
-Date of summary: Dummy date for testing
-
-Equations:
-d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 *
- time)) / (g * exp(-k1 * time) + (1 - g) * exp(-k2 * time)))
- * parent
-d_m1/dt = + f_parent_to_m1 * ((k1 * g * exp(-k1 * time) + k2 * (1 - g)
- * exp(-k2 * time)) / (g * exp(-k1 * time) + (1 - g) *
- exp(-k2 * time))) * parent - k_m1 * m1
-
-Data:
-507 observations of 2 variable(s) grouped in 15 datasets
-
-Degradation model predictions using RxODE
-
-Fitted in test time 0 s
-
-Variance model: Two-component variance function
-
-Mean of starting values for individual parameters:
- parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2
- 100.65 -5.38 -0.09 -2.74 -4.53
- g_qlogis
- -0.14
-
-Mean of starting values for error model parameters:
-sigma_low_parent rsd_high_parent sigma_low_m1 rsd_high_m1
- 0.79 0.05 0.79 0.05
-
-Fixed degradation parameter values:
-None
-
-Results:
-
-Likelihood calculated by gauss3_1.6
- AIC BIC logLik
- 2400 2468 -1184
-
-Optimised parameters:
- est. lower upper
-parent_0 100.35 99.0 101.7
-log_k_m1 -5.35 -5.5 -5.2
-f_parent_qlogis -0.09 -0.3 0.1
-log_k1 -2.76 -3.0 -2.6
-log_k2 -4.49 -4.6 -4.4
-g_qlogis -0.17 -0.4 0.1
-
-Correlation:
- pr_0 l__1 f_p_ lg_1 lg_2
-log_k_m1 -0.4
-f_parent_qlogis -0.4 0.4
-log_k1 0.2 -0.2 -0.1
-log_k2 0.0 0.1 0.0 0.3
-g_qlogis 0.1 -0.1 0.0 -0.4 -0.5
-
-Random effects (omega):
- eta.parent_0 eta.log_k_m1 eta.f_parent_qlogis eta.log_k1
-eta.parent_0 0.08 0.00 0.0 0.00
-eta.log_k_m1 0.00 0.02 0.0 0.00
-eta.f_parent_qlogis 0.00 0.00 0.1 0.00
-eta.log_k1 0.00 0.00 0.0 0.09
-eta.log_k2 0.00 0.00 0.0 0.00
-eta.g_qlogis 0.00 0.00 0.0 0.00
- eta.log_k2 eta.g_qlogis
-eta.parent_0 0.00 0.0
-eta.log_k_m1 0.00 0.0
-eta.f_parent_qlogis 0.00 0.0
-eta.log_k1 0.00 0.0
-eta.log_k2 0.03 0.0
-eta.g_qlogis 0.00 0.1
-
-Variance model:
-sigma_low_parent rsd_high_parent sigma_low_m1 rsd_high_m1
- 1.04 0.05 0.82 0.06
-
-Backtransformed parameters:
- est. lower upper
-parent_0 1e+02 1e+02 1e+02
-k_m1 5e-03 4e-03 6e-03
-f_parent_to_m1 5e-01 4e-01 5e-01
-k1 6e-02 5e-02 8e-02
-k2 1e-02 1e-02 1e-02
-g 5e-01 4e-01 5e-01
-
-Resulting formation fractions:
- ff
-parent_m1 0.5
-parent_sink 0.5
-
-Estimated disappearance times:
- DT50 DT90 DT50back DT50_k1 DT50_k2
-parent 25 150 45 11 61
-m1 145 483 NA NA NA
diff --git a/tests/testthat/summary_saem_biphasic_s.txt b/tests/testthat/summary_saem_biphasic_s.txt
index a353d821..6b203991 100644
--- a/tests/testthat/summary_saem_biphasic_s.txt
+++ b/tests/testthat/summary_saem_biphasic_s.txt
@@ -13,7 +13,7 @@ d_m1/dt = + f_parent_to_m1 * ((k1 * g * exp(-k1 * time) + k2 * (1 - g)
exp(-k2 * time))) * parent - k_m1 * m1
Data:
-507 observations of 2 variable(s) grouped in 15 datasets
+510 observations of 2 variable(s) grouped in 15 datasets
Model predictions using solution type analytical
@@ -24,7 +24,7 @@ Variance model: Two-component variance function
Mean of starting values for individual parameters:
parent_0 k_m1 f_parent_to_m1 k1 k2
- 1e+02 5e-03 5e-01 6e-02 1e-02
+ 1e+02 7e-03 5e-01 1e-01 2e-02
g
5e-01
@@ -35,37 +35,37 @@ Results:
Likelihood computed by importance sampling
AIC BIC logLik
- 2369 2379 -1170
+ 2334 2344 -1153
Optimised parameters:
est. lower upper
parent_0 1e+02 1e+02 1e+02
-k_m1 5e-03 4e-03 6e-03
+k_m1 7e-03 6e-03 7e-03
f_parent_to_m1 5e-01 4e-01 5e-01
-k1 6e-02 5e-02 7e-02
-k2 1e-02 9e-03 1e-02
-g 5e-01 4e-01 5e-01
+k1 1e-01 9e-02 1e-01
+k2 2e-02 2e-02 3e-02
+g 5e-01 5e-01 5e-01
Correlation:
pr_0 k_m1 f___ k1 k2
-k_m1 -0.3
-f_parent_to_m1 -0.3 0.3
-k1 0.1 -0.1 -0.1
+k_m1 -0.2
+f_parent_to_m1 -0.3 0.1
+k1 0.1 0.0 0.0
k2 0.0 0.0 0.0 0.1
-g 0.1 -0.1 0.0 -0.3 -0.3
+g 0.1 -0.1 0.0 -0.2 -0.2
Random effects:
est. lower upper
-SD.parent_0 0.02 -89.53 89.6
-SD.k_m1 0.20 0.07 0.3
-SD.f_parent_to_m1 0.32 0.20 0.4
-SD.k1 0.38 0.23 0.5
-SD.k2 0.33 0.20 0.5
-SD.g 0.26 0.06 0.5
+SD.parent_0 0.03 -49.24 49.3
+SD.k_m1 0.23 0.13 0.3
+SD.f_parent_to_m1 0.30 0.19 0.4
+SD.k1 0.40 0.25 0.5
+SD.k2 0.34 0.21 0.5
+SD.g 0.21 0.06 0.4
Variance model:
est. lower upper
-a.1 0.90 0.76 1.03
+a.1 0.93 0.79 1.06
b.1 0.05 0.05 0.06
Resulting formation fractions:
@@ -75,5 +75,5 @@ parent_sink 0.5
Estimated disappearance times:
DT50 DT90 DT50back DT50_k1 DT50_k2
-parent 26 146 44 12 60
-m1 144 478 NA NA NA
+parent 13 73 22 6 32
+m1 105 348 NA NA NA
diff --git a/tests/testthat/test_dmta.R b/tests/testthat/test_dmta.R
index 2927b711..7f0a3a67 100644
--- a/tests/testthat/test_dmta.R
+++ b/tests/testthat/test_dmta.R
@@ -32,20 +32,6 @@ test_that("Different backends get consistent results for DFOP tc, dimethenamid d
saem_saemix_dfop_tc_mkin <- saem(dmta_dfop_tc, transformations = "mkin")
ints_saemix_mkin <- intervals(saem_saemix_dfop_tc_mkin)
- # nlmixr saem
- saem_nlmixr_dfop_tc <- nlmixr(dmta_dfop_tc, est = "saem",
- control = nlmixr::saemControl(nBurn = 300, nEm = 100, nmc = 9, print = 0))
- ints_nlmixr_saem <- intervals(saem_nlmixr_dfop_tc)
-
- # nlmixr focei
- # We get three warnings about nudged etas, the initial optimization and
- # gradient problems with initial estimate and covariance
- # We need to capture output, otherwise it pops up in testthat output
- expect_warning(tmp <- capture_output(focei_nlmixr_dfop_tc <- nlmixr(
- dmta_dfop_tc, est = "focei",
- control = nlmixr::foceiControl(print = 0), all = TRUE)))
- ints_nlmixr_focei <- intervals(focei_nlmixr_dfop_tc)
-
# Fixed effects
## saemix vs. nlme
expect_true(all(ints_saemix$fixed[, "est."] >
@@ -59,18 +45,6 @@ test_that("Different backends get consistent results for DFOP tc, dimethenamid d
expect_true(all(ints_saemix_mkin$fixed[, "est."] <
backtransform_odeparms(ints_nlme$fixed[, "upper"], dmta_dfop$mkinmod)))
- ## nlmixr saem vs. nlme
- expect_true(all(ints_nlmixr_saem$fixed[, "est."] >
- backtransform_odeparms(ints_nlme$fixed[, "lower"], dmta_dfop$mkinmod)))
- expect_true(all(ints_nlmixr_saem$fixed[, "est."] <
- backtransform_odeparms(ints_nlme$fixed[, "upper"], dmta_dfop$mkinmod)))
-
- ## nlmixr focei vs. nlme
- expect_true(all(ints_nlmixr_focei$fixed[, "est."] >
- backtransform_odeparms(ints_nlme$fixed[, "lower"], dmta_dfop$mkinmod)))
- expect_true(all(ints_nlmixr_focei$fixed[, "est."] <
- backtransform_odeparms(ints_nlme$fixed[, "upper"], dmta_dfop$mkinmod)))
-
# Random effects
## for saemix with saemix transformations, the comparison would be complicated...
## saemix mkin vs. nlme
@@ -79,18 +53,6 @@ test_that("Different backends get consistent results for DFOP tc, dimethenamid d
expect_true(all(ints_saemix$fixed[, "est."] <
backtransform_odeparms(ints_nlme$fixed[, "upper"], dmta_dfop$mkinmod)))
- ## nlmixr saem vs. nlme
- expect_true(all(ints_nlmixr_saem$random[, "est."] >
- backtransform_odeparms(ints_nlme$reStruct$ds[, "lower"], dmta_dfop$mkinmod)))
- expect_true(all(ints_nlmixr_saem$random[, "est."] <
- backtransform_odeparms(ints_nlme$reStruct$ds[, "upper"], dmta_dfop$mkinmod)))
-
- ## nlmixr focei vs. nlme
- expect_true(all(ints_nlmixr_focei$random[, "est."] >
- backtransform_odeparms(ints_nlme$reStruct$ds[, "lower"], dmta_dfop$mkinmod)))
- expect_true(all(ints_nlmixr_focei$random[, "est."] <
- backtransform_odeparms(ints_nlme$reStruct$ds[, "upper"], dmta_dfop$mkinmod)))
-
# Variance function
# Some of these tests on error model parameters fail on Travis and Winbuilder
skip_on_travis()
@@ -106,21 +68,6 @@ test_that("Different backends get consistent results for DFOP tc, dimethenamid d
ints_nlme$varStruct[, "lower"]))
expect_true(all(ints_saemix_mkin[[3]][, "est."] <
ints_nlme$varStruct[, "upper"]))
-
- # nlmixr saem vs. nlme
- expect_true(all(ints_nlmixr_saem[[3]][, "est."] >
- ints_nlme$varStruct[, "lower"]))
- expect_true(all(ints_nlmixr_saem[[3]][, "est."] <
- ints_nlme$varStruct[, "upper"]))
-
- # nlmixr focei vs. nlme
- # We only test for the proportional part (rsd_high), as the
- # constant part (sigma_low) obtained with nlmixr/FOCEI is below the lower
- # bound of the confidence interval obtained with nlme
- expect_true(ints_nlmixr_focei[[3]]["rsd_high", "est."] >
- ints_nlme$varStruct["prop", "lower"])
- expect_true(ints_nlmixr_focei[[3]]["rsd_high", "est."] <
- ints_nlme$varStruct["prop", "upper"])
})
# Compared to the 2020 paper https://doi.org/10.3390/environments8080071
@@ -148,19 +95,6 @@ test_that("Different backends get consistent results for SFO-SFO3+, dimethenamid
"Iteration 5, LME step.*not converge")
ints_nlme_mets <- intervals(nlme_sfo_sfo3p_tc, which = "fixed")
- # The saem fit with nlmixr takes only about 15 seconds
- tmp <- capture.output(
- saem_nlmixr_sfo_sfo3p_tc <- nlmixr(dmta_sfo_sfo3p_tc, est = "saem",
- control = nlmixr::saemControl(print = 0)))
- ints_nlmixr_saem_mets <- intervals(saem_nlmixr_sfo_sfo3p_tc)
-
- # We need to exclude the ilr transformed formation fractions in these
- # tests, as they do not have a one to one relation in the transformations
- expect_true(all(ints_nlmixr_saem_mets$fixed[, "est."][-c(6, 7, 8)] >
- backtransform_odeparms(ints_nlme_mets$fixed[, "lower"][-c(6, 7, 8)], sfo_sfo3p)))
- expect_true(all(ints_nlmixr_saem_mets$fixed[, "est."][-c(6, 7, 8)] <
- backtransform_odeparms(ints_nlme_mets$fixed[, "upper"], sfo_sfo3p)[-c(6, 7, 8)]))
-
skip("Fitting this ODE model with saemix takes about 15 minutes on my system")
# As DFOP is overparameterised and leads to instabilities and errors, we
# need to use SFO.
diff --git a/tests/testthat/test_mixed.R b/tests/testthat/test_mixed.R
index ae8743af..6fb06656 100644
--- a/tests/testthat/test_mixed.R
+++ b/tests/testthat/test_mixed.R
@@ -57,7 +57,7 @@ test_that("saemix results are reproducible for biphasic fits", {
# k2 is not fitted well
ci_dfop_sfo_s_m <- summary(saem_biphasic_m)$confint_back
expect_true(all(ci_dfop_sfo_s_m[no_k2, "lower"] < dfop_sfo_pop[no_k2]))
- expect_true(all(ci_dfop_sfo_s_m[, "upper"] > dfop_sfo_pop))
+ expect_true(all(ci_dfop_sfo_s_m[no_k1, "upper"] > dfop_sfo_pop[no_k1]))
# I tried to only do few iterations in routine tests as this is so slow
# but then deSolve fails at some point (presumably at the switch between
@@ -73,18 +73,3 @@ test_that("saemix results are reproducible for biphasic fits", {
expect_true(all(ci_dfop_sfo_s_d[no_k2, "lower"] < dfop_sfo_pop[no_k2]))
expect_true(all(ci_dfop_sfo_s_d[no_k1, "upper"] > dfop_sfo_pop[no_k1]))
})
-
-test_that("nlmixr results are reproducible for biphasic fits", {
-
- test_summary <- summary(nlmixr_saem_biphasic)
- test_summary$saemixversion <- "Dummy 0.0 for testing"
- test_summary$mkinversion <- "Dummy 0.0 for testing"
- test_summary$Rversion <- "Dummy R version for testing"
- test_summary$date.fit <- "Dummy date for testing"
- test_summary$date.summary <- "Dummy date for testing"
- test_summary$time <- c(elapsed = "test time 0")
-
- expect_known_output(print(nlmixr_saem_biphasic, digits = 1), "print_nlmixr_saem_biphasic.txt")
- expect_known_output(print(test_summary, digits = 1), "summary_nlmixr_saem_biphasic.txt")
-})
-
diff --git a/tests/testthat/test_tffm0.R b/tests/testthat/test_tffm0.R
deleted file mode 100644
index 82e1ee94..00000000
--- a/tests/testthat/test_tffm0.R
+++ /dev/null
@@ -1,10 +0,0 @@
-test_that("The formation fraction transformation tffm0 is reversible", {
- ff_example <- c(
- 0.10983681, 0.09035905, 0.08399383
- )
- ff_example_trans <- tffm0(ff_example)
- expect_equal(invtffm0(ff_example_trans), ff_example)
-
- ff_ex_2_trans <- c(0.5, 0.9, 0.99)
- expect_true(sum(invtffm0(ff_ex_2_trans)) < 1)
-})

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