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authorJohannes Ranke <jranke@uni-bremen.de>2020-12-09 13:08:01 +0100
committerJohannes Ranke <jranke@uni-bremen.de>2020-12-09 13:08:01 +0100
commit3b15daaf373ebc36da2eb92f2e37ed569731f07d (patch)
tree75339d1b69c30edf26251a48fedeee70b6069d82
parentc6944440507b4b793a3715704122dfffb350a5a0 (diff)
More tests
-rw-r--r--R/nlme.mmkin.R2
-rw-r--r--R/summary.nlme.mmkin.R8
-rw-r--r--tests/figs/plotting/mixed-model-fit-for-nlme-object.svg3745
-rw-r--r--tests/testthat/print_mmkin_biphasic_mixed.txt4
-rw-r--r--tests/testthat/print_nlme_biphasic.txt29
-rw-r--r--tests/testthat/setup_script.R12
-rw-r--r--tests/testthat/summary_nlme_biphasic_s.txt81
-rw-r--r--tests/testthat/test_mixed.R128
-rw-r--r--tests/testthat/test_plot.R4
-rw-r--r--tests/testthat/test_saem.R133
10 files changed, 1533 insertions, 2613 deletions
diff --git a/R/nlme.mmkin.R b/R/nlme.mmkin.R
index c6f15c8e..82d5f6de 100644
--- a/R/nlme.mmkin.R
+++ b/R/nlme.mmkin.R
@@ -230,7 +230,7 @@ print.nlme.mmkin <- function(x, digits = max(3, getOption("digits") - 3), ...) {
length(unique(x$data$name)), "variable(s) grouped in",
length(unique(x$data$ds)), "datasets\n")
cat("\nLog-", if(x$method == "REML") "restricted-" else "",
- "likelihood: ", format(x$logLik), "\n", sep = "")
+ "likelihood: ", format(x$logLik, digits = digits), "\n", sep = "")
fixF <- x$call$fixed
cat("\nFixed effects:\n",
deparse(
diff --git a/R/summary.nlme.mmkin.R b/R/summary.nlme.mmkin.R
index 29f1207b..b42d5d7b 100644
--- a/R/summary.nlme.mmkin.R
+++ b/R/summary.nlme.mmkin.R
@@ -184,15 +184,15 @@ print.summary.nlme.mmkin <- function(x, digits = max(3, getOption("digits") - 3)
tc = "Two-component variance function"), "\n")
cat("\nMean of starting values for individual parameters:\n")
- print(x$mean_dp_start)
+ print(x$mean_dp_start, digits = digits)
cat("\nFixed degradation parameter values:\n")
if(length(x$fixed$value) == 0) cat("None\n")
- else print(x$fixed)
+ else print(x$fixed, digits = digits)
cat("\nResults:\n\n")
print(data.frame(AIC = x$AIC, BIC = x$BIC, logLik = x$logLik,
- row.names = " "), ...)
+ row.names = " "), digits = digits, ...)
cat("\nOptimised, transformed parameters with symmetric confidence intervals:\n")
print(x$confint_trans, digits = digits, ...)
@@ -220,7 +220,7 @@ print.summary.nlme.mmkin <- function(x, digits = max(3, getOption("digits") - 3)
printff <- !is.null(x$ff)
if(printff){
cat("\nResulting formation fractions:\n")
- print(data.frame(ff = x$ff), ...)
+ print(data.frame(ff = x$ff), digits = digits, ...)
}
printdistimes <- !is.null(x$distimes)
diff --git a/tests/figs/plotting/mixed-model-fit-for-nlme-object.svg b/tests/figs/plotting/mixed-model-fit-for-nlme-object.svg
index 9d7fe5cf..23bf722c 100644
--- a/tests/figs/plotting/mixed-model-fit-for-nlme-object.svg
+++ b/tests/figs/plotting/mixed-model-fit-for-nlme-object.svg
@@ -13,720 +13,720 @@
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diff --git a/tests/testthat/print_mmkin_biphasic_mixed.txt b/tests/testthat/print_mmkin_biphasic_mixed.txt
index 3d92b120..62e485ac 100644
--- a/tests/testthat/print_mmkin_biphasic_mixed.txt
+++ b/tests/testthat/print_mmkin_biphasic_mixed.txt
@@ -21,6 +21,6 @@ OK: No warnings
Mean fitted parameters:
parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2
- 100.700 -6.299 -0.078 -3.094 -3.954
+ 100.70048940 -6.29941397 -0.07845907 -3.09354444 -3.95368996
g_qlogis
- 0.027
+ 0.02729554
diff --git a/tests/testthat/print_nlme_biphasic.txt b/tests/testthat/print_nlme_biphasic.txt
new file mode 100644
index 00000000..9ea84d44
--- /dev/null
+++ b/tests/testthat/print_nlme_biphasic.txt
@@ -0,0 +1,29 @@
+Kinetic nonlinear mixed-effects model fit by maximum likelihood
+
+Structural model:
+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:
+509 observations of 2 variable(s) grouped in 15 datasets
+
+Log-likelihood: -1343
+
+Fixed effects:
+ list(parent_0 ~ 1, log_k_m1 ~ 1, f_parent_qlogis ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)
+ parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2
+ 100.365 -6.231 -0.078 -3.224 -4.098
+ g_qlogis
+ -0.105
+
+Random effects:
+ Formula: list(parent_0 ~ 1, log_k_m1 ~ 1, f_parent_qlogis ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)
+ Level: ds
+ Structure: Diagonal
+ parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 g_qlogis Residual
+StdDev: 1.1 0.00017 0.28 0.74 0.82 0.28 2.7
+
diff --git a/tests/testthat/setup_script.R b/tests/testthat/setup_script.R
index 1bedbf65..e3b56fb3 100644
--- a/tests/testthat/setup_script.R
+++ b/tests/testthat/setup_script.R
@@ -94,7 +94,7 @@ fit_obs_1 <- mkinfit(m_synth_SFO_lin, SFO_lin_a, error_model = "obs", quiet = TR
fit_tc_1 <- mkinfit(m_synth_SFO_lin, SFO_lin_a, error_model = "tc", quiet = TRUE,
error_model_algorithm = "threestep")
-# Mixed models data
+# Mixed models data and
set.seed(123456)
sampling_times = c(0, 1, 3, 7, 14, 28, 60, 90, 120)
n <- n_biphasic <- 15
@@ -153,6 +153,12 @@ ds_biphasic <- lapply(ds_biphasic_mean, function(ds) {
# Mixed model fits
mmkin_sfo_1 <- mmkin("SFO", ds_sfo, quiet = TRUE, error_model = "tc")
sfo_saemix_1 <- saem(mmkin_sfo_1, quiet = TRUE, transformations = "saemix")
+
+mmkin_dfop_1 <- mmkin("DFOP", ds_dfop, quiet = TRUE)
+dfop_saemix_1 <- saem(mmkin_dfop_1, quiet = TRUE, transformations = "mkin")
+dfop_saemix_2 <- saem(mmkin_dfop_1, quiet = TRUE, transformations = "saemix")
+dfop_nlme_1 <- nlme(mmkin_dfop_1)
+
mmkin_biphasic <- mmkin(list("DFOP-SFO" = DFOP_SFO), ds_biphasic, quiet = TRUE)
mmkin_biphasic_mixed <- mixed(mmkin_biphasic)
nlme_biphasic <- nlme(mmkin_biphasic)
@@ -163,9 +169,9 @@ ds_uba <- lapply(experimental_data_for_UBA_2019[6:10],
function(x) subset(x$data[c("name", "time", "value")]))
names(ds_uba) <- paste("Dataset", 6:10)
sfo_sfo_uba <- mkinmod(parent = mkinsub("SFO", "A1"),
- A1 = mkinsub("SFO"))
+ A1 = mkinsub("SFO"), quiet = TRUE)
dfop_sfo_uba <- mkinmod(parent = mkinsub("DFOP", "A1"),
- A1 = mkinsub("SFO"))
+ A1 = mkinsub("SFO"), quiet = TRUE)
f_uba_mmkin <- mmkin(list("SFO-SFO" = sfo_sfo_uba, "DFOP-SFO" = dfop_sfo_uba),
ds_uba, quiet = TRUE)
f_uba_dfop_sfo_mixed <- mixed(f_uba_mmkin[2, ])
diff --git a/tests/testthat/summary_nlme_biphasic_s.txt b/tests/testthat/summary_nlme_biphasic_s.txt
new file mode 100644
index 00000000..1e4c3c14
--- /dev/null
+++ b/tests/testthat/summary_nlme_biphasic_s.txt
@@ -0,0 +1,81 @@
+nlme version used for fitting: Dummy 0.0 for testing
+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:
+509 observations of 2 variable(s) grouped in 15 datasets
+
+Model predictions using solution type analytical
+
+Fitted in test time 0 s using 2 iterations
+
+Variance model: Constant variance
+
+Mean of starting values for individual parameters:
+ parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2
+ 100.700 -6.299 -0.078 -3.094 -3.954
+ g_qlogis
+ 0.027
+
+Fixed degradation parameter values:
+ value type
+m1_0 0 state
+
+Results:
+
+ AIC BIC logLik
+ 2711 2766 -1343
+
+Optimised, transformed parameters with symmetric confidence intervals:
+ lower est. upper
+parent_0 99.50 100.365 101.229
+log_k_m1 -6.53 -6.231 -5.936
+f_parent_qlogis -0.24 -0.078 0.084
+log_k1 -3.61 -3.224 -2.839
+log_k2 -4.52 -4.098 -3.677
+g_qlogis -0.38 -0.105 0.172
+
+Correlation:
+ prnt_0 lg_k_1 f_prn_ log_k1 log_k2
+log_k_m1 -0.185
+f_parent_qlogis -0.161 0.405
+log_k1 0.056 -0.014 -0.016
+log_k2 0.025 0.011 -0.004 0.026
+g_qlogis -0.032 -0.046 -0.012 -0.109 -0.103
+
+Random effects:
+ Formula: list(parent_0 ~ 1, log_k_m1 ~ 1, f_parent_qlogis ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)
+ Level: ds
+ Structure: Diagonal
+ parent_0 log_k_m1 f_parent_qlogis log_k1 log_k2 g_qlogis Residual
+StdDev: 1.1 0.00017 0.28 0.74 0.82 0.28 2.7
+
+
+Backtransformed parameters with asymmetric confidence intervals:
+ lower est. upper
+parent_0 1.0e+02 100.365 1.0e+02
+k_m1 1.5e-03 0.002 2.6e-03
+f_parent_to_m1 4.4e-01 0.480 5.2e-01
+k1 2.7e-02 0.040 5.9e-02
+k2 1.1e-02 0.017 2.5e-02
+g 4.1e-01 0.474 5.4e-01
+
+Resulting formation fractions:
+ ff
+parent_m1 0.48
+parent_sink 0.52
+
+Estimated disappearance times:
+ DT50 DT90 DT50back DT50_k1 DT50_k2
+parent 27 105 31 17 42
+m1 352 1171 NA NA NA
diff --git a/tests/testthat/test_mixed.R b/tests/testthat/test_mixed.R
index 2d69e13e..b9713c6e 100644
--- a/tests/testthat/test_mixed.R
+++ b/tests/testthat/test_mixed.R
@@ -1,35 +1,97 @@
-context("Fitting of nonlinear mixed effects models")
-
-sampling_times = c(0, 1, 3, 7, 14, 28, 60, 90, 120)
-n_biphasic <- 8
-err_1 = list(const = 1, prop = 0.07)
-
-DFOP_SFO <- mkinmod(
- parent = mkinsub("DFOP", "m1"),
- m1 = mkinsub("SFO"),
- quiet = TRUE)
-
-set.seed(123456)
-log_sd <- 0.3
-syn_biphasic_parms <- as.matrix(data.frame(
- k1 = rlnorm(n_biphasic, log(0.05), log_sd),
- k2 = rlnorm(n_biphasic, log(0.01), log_sd),
- g = plogis(rnorm(n_biphasic, 0, log_sd)),
- f_parent_to_m1 = plogis(rnorm(n_biphasic, 0, log_sd)),
- k_m1 = rlnorm(n_biphasic, log(0.002), log_sd)))
-
-ds_biphasic_mean <- lapply(1:n_biphasic,
- function(i) {
- mkinpredict(DFOP_SFO, syn_biphasic_parms[i, ],
- c(parent = 100, m1 = 0), sampling_times)
- }
-)
-
-set.seed(123456L)
-ds_biphasic <- lapply(ds_biphasic_mean, function(ds) {
- add_err(ds,
- sdfunc = function(value) sqrt(err_1$const^2 + value^2 * err_1$prop^2),
- n = 1, secondary = "m1")[[1]]
+context("Nonlinear mixed effects models")
+
+test_that("Parent only models can be fitted using nonlinear mixed effects models", {
+ # Some fits were done in the setup script
+ mmkin_sfo_2 <- mmkin("SFO", ds_sfo, fixed_initials = c(parent = 100), quiet = TRUE)
+
+ sfo_saemix_2 <- saem(mmkin_sfo_1, quiet = TRUE, transformations = "mkin")
+ sfo_saemix_3 <- expect_error(saem(mmkin_sfo_2, quiet = TRUE), "at least two parameters")
+ s_sfo_s1 <- summary(sfo_saemix_1)
+ s_sfo_s2 <- summary(sfo_saemix_2)
+
+ sfo_nlme_1 <- expect_warning(nlme(mmkin_sfo_1), "not converge")
+ s_sfo_n <- summary(sfo_nlme_1)
+
+ # Compare with input
+ expect_equal(round(s_sfo_s2$confint_ranef["SD.log_k_parent", "est."], 1), 0.3)
+ # k_parent is a bit different from input 0.03 here
+ expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3), 0.035)
+ expect_equal(round(s_sfo_s2$confint_back["k_parent", "est."], 3), 0.035)
+
+ # But the result is pretty unanimous between methods
+ expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3),
+ round(s_sfo_s2$confint_back["k_parent", "est."], 3))
+ expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3),
+ round(s_sfo_n$confint_back["k_parent", "est."], 3))
+
+ s_dfop_s1 <- summary(dfop_saemix_1)
+ s_dfop_s2 <- summary(dfop_saemix_2)
+ s_dfop_n <- summary(dfop_nlme_1)
+
+ dfop_pop <- as.numeric(dfop_pop)
+ expect_true(all(s_dfop_s1$confint_back[, "lower"] < dfop_pop))
+ expect_true(all(s_dfop_s1$confint_back[, "upper"] > dfop_pop))
+ expect_true(all(s_dfop_s2$confint_back[, "lower"] < dfop_pop))
+ expect_true(all(s_dfop_s2$confint_back[, "upper"] > dfop_pop))
+
+
+ # We get < 20% deviations with transformations made in mkin
+ rel_diff_1 <- (s_dfop_s1$confint_back[, "est."] - dfop_pop) / dfop_pop
+ expect_true(all(rel_diff_1 < 0.2))
+
+ # We get < 8% deviations with transformations made in saemix
+ rel_diff_2 <- (s_dfop_s2$confint_back[, "est."] - dfop_pop) / dfop_pop
+ expect_true(all(rel_diff_2 < 0.08))
+})
+
+test_that("Print methods work", {
+ expect_known_output(print(mmkin_biphasic_mixed, digits = 2), "print_mmkin_biphasic_mixed.txt")
+ expect_known_output(print(nlme_biphasic, digits = 2), "print_nlme_biphasic.txt")
+ expect_known_output(print(sfo_saemix_1, digits = 1), "print_sfo_saemix_1.txt")
+})
+
+test_that("nlme results are reproducible", {
+
+ test_summary <- summary(nlme_biphasic)
+ test_summary$nlmeversion <- "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$time <- c(elapsed = "test time 0")
+
+ expect_known_output(print(test_summary, digits = 2), "summary_nlme_biphasic_s.txt")
+
+ dfop_sfo_pop <- as.numeric(dfop_sfo_pop)
+ ci_dfop_sfo_n <- summary(nlme_biphasic)$confint_back
+ # expect_true(all(ci_dfop_sfo_n[, "lower"] < dfop_sfo_pop)) # k2 is overestimated
+ expect_true(all(ci_dfop_sfo_n[, "upper"] > dfop_sfo_pop))
+})
+
+test_that("saem results are reproducible for biphasic fits", {
+
+ test_summary <- summary(saem_biphasic_s)
+ 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(test_summary, digits = 2), "summary_saem_biphasic_s.txt")
+
+ dfop_sfo_pop <- as.numeric(dfop_sfo_pop)
+ ci_dfop_sfo_s_s <- summary(saem_biphasic_s)$confint_back
+ expect_true(all(ci_dfop_sfo_s_s[, "lower"] < dfop_sfo_pop))
+ expect_true(all(ci_dfop_sfo_s_s[, "upper"] > dfop_sfo_pop))
+
+ # The following does not work, as k1 and k2 are not fitted well
+ ci_dfop_sfo_s_m <- summary(saem_biphasic_m)$confint_back
+ # expect_true(all(ci_dfop_sfo_s_m[, "lower"] < dfop_sfo_pop))
+ # expect_true(all(ci_dfop_sfo_s_m[, "upper"] > dfop_sfo_pop))
+
+ # Somehow this does not work at the moment. But it took forever (~ 10 min) anyways...
+ #saem_biphasic_2 <- saem(mmkin_biphasic, solution_type = "deSolve", quiet = TRUE)
+
})
-f_mmkin <- mmkin(list("DFOP-SFO" = DFOP_SFO), ds_biphasic, quiet = TRUE)
diff --git a/tests/testthat/test_plot.R b/tests/testthat/test_plot.R
index db44c850..ae2841c0 100644
--- a/tests/testthat/test_plot.R
+++ b/tests/testthat/test_plot.R
@@ -35,6 +35,9 @@ test_that("Plotting mkinfit and mmkin objects is reproducible", {
plot_biphasic_mmkin <- function() plot(f_uba_dfop_sfo_mixed)
vdiffr::expect_doppelganger("mixed model fit for mmkin object", plot_biphasic_mmkin)
+ plot_biphasic_nlme <- function() plot(dfop_nlme_1)
+ vdiffr::expect_doppelganger("mixed model fit for nlme object", plot_biphasic_nlme)
+
plot_biphasic_saem_s <- function() plot(f_uba_dfop_sfo_saem)
vdiffr::expect_doppelganger("mixed model fit for saem object with saemix transformations", plot_biphasic_saem_s)
@@ -46,7 +49,6 @@ test_that("Plotting mkinfit and mmkin objects is reproducible", {
#plot_biphasic_saem_s <- function() plot(saem_biphasic_s)
plot_biphasic_saem_m <- function() plot(saem_biphasic_m)
- vdiffr::expect_doppelganger("mixed model fit for nlme object", plot_biphasic_nlme)
vdiffr::expect_doppelganger("mixed model fit for saem object with mkin transformations", plot_biphasic_saem_m)
# different results when working with eigenvalues
diff --git a/tests/testthat/test_saem.R b/tests/testthat/test_saem.R
deleted file mode 100644
index aa32d0b5..00000000
--- a/tests/testthat/test_saem.R
+++ /dev/null
@@ -1,133 +0,0 @@
-context("Nonlinear mixed effects models fitted with SAEM from saemix")
-
-set.seed(123456)
-sampling_times = c(0, 1, 3, 7, 14, 28, 60, 90, 120)
-n <- n_biphasic <- 15
-log_sd <- 0.3
-err_1 = list(const = 1, prop = 0.05)
-tc <- function(value) sigma_twocomp(value, err_1$const, err_1$prop)
-const <- function(value) 2
-
-SFO <- mkinmod(parent = mkinsub("SFO"))
-k_parent = rlnorm(n, log(0.03), log_sd)
-ds_sfo <- lapply(1:n, function(i) {
- ds_mean <- mkinpredict(SFO, c(k_parent = k_parent[i]),
- c(parent = 100), sampling_times)
- add_err(ds_mean, tc, n = 1)[[1]]
-})
-
-DFOP <- mkinmod(parent = mkinsub("DFOP"))
-dfop_pop <- list(parent_0 = 100, k1 = 0.06, k2 = 0.015, g = 0.4)
-dfop_parms <- as.matrix(data.frame(
- k1 = rlnorm(n, log(dfop_pop$k1), log_sd),
- k2 = rlnorm(n, log(dfop_pop$k2), log_sd),
- g = plogis(rnorm(n, qlogis(dfop_pop$g), log_sd))))
-ds_dfop <- lapply(1:n, function(i) {
- ds_mean <- mkinpredict(DFOP, dfop_parms[i, ],
- c(parent = dfop_pop$parent_0), sampling_times)
- add_err(ds_mean, const, n = 1)[[1]]
-})
-
-set.seed(123456)
-DFOP_SFO <- mkinmod(
- parent = mkinsub("DFOP", "m1"),
- m1 = mkinsub("SFO"),
- quiet = TRUE)
-syn_biphasic_parms <- as.matrix(data.frame(
- k1 = rlnorm(n_biphasic, log(0.05), log_sd),
- k2 = rlnorm(n_biphasic, log(0.01), log_sd),
- g = plogis(rnorm(n_biphasic, 0, log_sd)),
- f_parent_to_m1 = plogis(rnorm(n_biphasic, 0, log_sd)),
- k_m1 = rlnorm(n_biphasic, log(0.002), log_sd)))
-ds_biphasic_mean <- lapply(1:n_biphasic,
- function(i) {
- mkinpredict(DFOP_SFO, syn_biphasic_parms[i, ],
- c(parent = 100, m1 = 0), sampling_times)
- }
-)
-ds_biphasic <- lapply(ds_biphasic_mean, function(ds) {
- add_err(ds,
- sdfunc = function(value) sqrt(err_1$const^2 + value^2 * err_1$prop^2),
- n = 1, secondary = "m1")[[1]]
-})
-
-test_that("Parent only models can be fitted with saemix", {
- # Some fits were done in the setup script
- mmkin_sfo_2 <- mmkin("SFO", ds_sfo, fixed_initials = c(parent = 100), quiet = TRUE)
-
- sfo_saemix_2 <- saem(mmkin_sfo_1, quiet = TRUE, transformations = "mkin")
- sfo_saemix_3 <- expect_error(saem(mmkin_sfo_2, quiet = TRUE), "at least two parameters")
- s_sfo_s1 <- summary(sfo_saemix_1)
- s_sfo_s2 <- summary(sfo_saemix_2)
-
- sfo_nlme_1 <- expect_warning(nlme(mmkin_sfo_1), "not converge")
- s_sfo_n <- summary(sfo_nlme_1)
-
- # Compare with input
- expect_equal(round(s_sfo_s2$confint_ranef["SD.log_k_parent", "est."], 1), 0.3)
- # k_parent is a bit different from input 0.03 here
- expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3), 0.035)
- expect_equal(round(s_sfo_s2$confint_back["k_parent", "est."], 3), 0.035)
-
- # But the result is pretty unanimous between methods
- expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3),
- round(s_sfo_s2$confint_back["k_parent", "est."], 3))
- expect_equal(round(s_sfo_s1$confint_back["k_parent", "est."], 3),
- round(s_sfo_n$confint_back["k_parent", "est."], 3))
-
- mmkin_dfop_1 <- mmkin("DFOP", ds_dfop, quiet = TRUE)
-
- dfop_saemix_1 <- saem(mmkin_dfop_1, quiet = TRUE, transformations = "mkin")
- dfop_saemix_2 <- saem(mmkin_dfop_1, quiet = TRUE, transformations = "saemix")
- dfop_nlme_1 <- nlme(mmkin_dfop_1)
- s_dfop_s1 <- summary(dfop_saemix_1)
- s_dfop_s2 <- summary(dfop_saemix_2)
- s_dfop_n <- summary(dfop_nlme_1)
-
- dfop_pop <- as.numeric(dfop_pop)
- expect_true(all(s_dfop_s1$confint_back[, "lower"] < dfop_pop))
- expect_true(all(s_dfop_s1$confint_back[, "upper"] > dfop_pop))
- expect_true(all(s_dfop_s2$confint_back[, "lower"] < dfop_pop))
- expect_true(all(s_dfop_s2$confint_back[, "upper"] > dfop_pop))
-
-
- # We get < 20% deviations with transformations made in mkin
- rel_diff_1 <- (s_dfop_s1$confint_back[, "est."] - dfop_pop) / dfop_pop
- expect_true(all(rel_diff_1 < 0.2))
-
- # We get < 8% deviations with transformations made in saemix
- rel_diff_2 <- (s_dfop_s2$confint_back[, "est."] - dfop_pop) / dfop_pop
- expect_true(all(rel_diff_2 < 0.08))
-})
-
-test_that("Print methods work", {
- expect_known_output(print(sfo_saemix_1, digits = 1), "print_sfo_saemix_1.txt")
- expect_known_output(print(mmkin_biphasic_mixed, digits = 2), "print_mmkin_biphasic_mixed.txt")
-})
-
-test_that("Saemix results are reproducible", {
-
- test_summary <- summary(saem_biphasic_s)
- test_summary$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$time <- c(elapsed = "test time 0")
-
- expect_known_output(print(test_summary, digits = 2), "summary_saem_biphasic_s.txt")
-
- dfop_sfo_pop <- as.numeric(dfop_sfo_pop)
- ci_dfop_sfo_s_s <- summary(saem_biphasic_s)$confint_back
- expect_true(all(ci_dfop_sfo_s_s[, "lower"] < dfop_sfo_pop))
- expect_true(all(ci_dfop_sfo_s_s[, "upper"] > dfop_sfo_pop))
-
- # The following does not work, as k1 and k2 are not fitted well
- ci_dfop_sfo_s_m <- summary(saem_biphasic_m)$confint_back
- # expect_true(all(ci_dfop_sfo_s_m[, "lower"] < dfop_sfo_pop))
- # expect_true(all(ci_dfop_sfo_s_m[, "upper"] > dfop_sfo_pop))
-
- # Somehow this does not work at the moment. But it took forever (~ 10 min) anyways...
- #saem_biphasic_2 <- saem(mmkin_biphasic, solution_type = "deSolve", quiet = TRUE)
-
-})

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