Nothing
nmTest({
# M2 all observations
dat <- Wang2007
dat$DV <- dat$Y # Add the required DV data item
f <- function() {
ini({
tvK <- 0.5 # Typical Value of K
bsvK ~ 0.04 # Between Subject Variance of K
prop.sd <- sqrt(0.1)
})
model({
ke <- tvK * exp(bsvK)
v <- 1
ipre <- 10 * exp(-ke * t)
ipre ~ prop(prop.sd)
})
}
ct <- function(model, censInfo) {
expect_equal(as.character(model$censInformation), censInfo)
}
dat2 <- dat
dat2$limit <- 0
dat3 <- dat
dat3$limit <- 3
dat4 <- dat
dat4$limit <- 12
f.foce <- suppressMessages(suppressWarnings(nlmixr(f, dat, "posthoc", control = list(interaction = FALSE))))
f.focei <- suppressWarnings(suppressMessages(nlmixr(f, dat, "posthoc")))
test_that("censoring information is correct", {
ct(f.foce, "No censoring")
ct(f.focei, "No censoring")
})
f.focei2 <- suppressWarnings(suppressMessages(nlmixr(f, dat2, "posthoc")))
f.saem2 <- suppressWarnings(suppressMessages(nlmixr(f, dat2, "saem")))
test_that("censoring changes results", {
expect_false(isTRUE(all.equal(f.focei$objf, f.focei2$objf)))
ct(f.focei2, "M2 censoring")
ct(f.saem2, "M2 censoring")
})
test_that("Limit affects values", {
f.focei3 <- suppressMessages(suppressWarnings(nlmixr(f, dat3, "posthoc")))
expect_false(isTRUE(all.equal(f.focei2$objf, f.focei3$objf)))
ct(f.focei3, "M2 censoring")
f.focei4 <- suppressMessages(suppressWarnings(nlmixr(f, dat4, "posthoc")))
ct(f.focei4, "M2 censoring")
f.foce2 <- suppressMessages(suppressWarnings(nlmixr(f, dat2, "posthoc", control = list(interaction = FALSE))))
expect_false(isTRUE(all.equal(f.foce$objf, f.foce2$objf)))
ct(f.foce2, "M2 censoring")
f.foce3 <- suppressMessages(suppressWarnings(nlmixr(f, dat3, "posthoc", control = list(interaction = FALSE))))
expect_false(isTRUE(all.equal(f.foce2$objf, f.foce3$objf)))
ct(f.foce3, "M2 censoring")
})
test_that("M3/M4 -- Missing, assume LLOQ=3 at t=1.5", {
skip_if(Sys.getenv("R_ARCH") == "/i386", "windows32")
datL <- rbind(dat[, names(dat) != "Y"], data.frame(ID = 1:10, Time = 1.5, DV = 3))
datL$cens <- ifelse(datL$Time == 1.5, 1, 0)
datL <- datL[order(datL$ID, datL$Time), ]
datL4 <- datL
datL4$limit <- 0
f.foceiL <- suppressMessages(suppressWarnings(nlmixr(f, datL, "posthoc")))
expect_false(isTRUE(all.equal(f.focei$objf, f.foceiL$objf)))
ct(f.foceiL, "M3 censoring")
datL2o3 <- datL
datL2o3$limit <- NA
datL2o3$limit[1] <- 0
f.foceiL2o3 <- suppressMessages(suppressWarnings(nlmixr(f, datL2o3, "posthoc")))
ct(f.foceiL2o3, "M2 and M3 censoring")
f.foceiL <- suppressMessages(suppressWarnings(nlmixr(f, datL, "posthoc")))
expect_false(isTRUE(all.equal(f.focei$objf, f.foceiL$objf)))
ct(f.foceiL, "M3 censoring")
f.foceiL4 <- suppressMessages(suppressWarnings(nlmixr(f, datL4, "posthoc")))
expect_false(isTRUE(all.equal(f.focei$objf, f.foceiL4$objf)))
expect_false(isTRUE(all.equal(f.foceiL$objf, f.foceiL4$objf)))
ct(f.foceiL4, "M2 and M4 censoring")
datL4only <- datL4
datL4only$limit <- ifelse(datL4only$cens == 0, NA, 0)
f.foceiL4only <- suppressMessages(suppressWarnings(nlmixr(f, datL4only, "posthoc")))
ct(f.foceiL4only, "M4 censoring")
w <- which(datL4only$cens == 1)
datL4and3 <- datL4only
datL4and3$limit[w[1]] <- NA
f.foceiL4and3 <- suppressMessages(suppressWarnings(nlmixr(f, datL4and3, "posthoc")))
ct(f.foceiL4and3, "M3 and M4 censoring")
datL4o3o2 <- datL4and3
datL4o3o2$limit[1] <- 0
f.foceiL4o3o2 <- suppressMessages(suppressWarnings(nlmixr(f, datL4o3o2, "posthoc")))
ct(f.foceiL4o3o2, "M2, M3 and M4 censoring")
datL <- rbind(dat[, names(dat) != "Y"], data.frame(ID = 1:10, Time = 1.5, DV = 3))
datL$cens <- ifelse(datL$Time == 1.5, 1, 0)
datL <- datL[order(datL$ID, datL$Time), ]
datL4 <- datL
datL4$limit <- 0
f.foceiL <- suppressMessages(suppressWarnings(nlmixr(f, datL, "posthoc")))
expect_false(isTRUE(all.equal(f.focei$objf, f.foceiL$objf)))
ct(f.foceiL, "M3 censoring")
f.foceiL4 <- suppressMessages(suppressWarnings(nlmixr(f, datL4, "posthoc")))
expect_false(isTRUE(all.equal(f.focei$objf, f.foceiL4$objf)))
expect_false(isTRUE(all.equal(f.foceiL$objf, f.foceiL4$objf)))
ct(f.foceiL, "M3 censoring")
## foce
datL <- rbind(dat[, names(dat) != "Y"], data.frame(ID = 1:10, Time = 1.5, DV = 3))
datL$cens <- ifelse(datL$Time == 1.5, 1, 0)
datL <- datL[order(datL$ID, datL$Time), ]
datL4 <- datL
datL4$limit <- 0
f.foceL <- suppressMessages(suppressWarnings(nlmixr(f, datL, "posthoc", control = list(interaction = FALSE))))
expect_false(isTRUE(all.equal(f.foce$objf, f.foceL$objf)))
ct(f.foceiL4, "M2 and M4 censoring")
f.foceL4 <- suppressMessages(suppressWarnings(nlmixr(f, datL4, "posthoc", control = list(interaction = FALSE))))
expect_false(isTRUE(all.equal(f.foce$objf, f.foceL4$objf)))
expect_false(isTRUE(all.equal(f.foceL$objf, f.foceL4$objf)))
ct(f.foceiL4, "M2 and M4 censoring")
upperDat <- datL4
names(upperDat)[4] <- "CENS"
names(upperDat)[5] <- "LIMIT"
f.foceL4u <- suppressMessages(suppressWarnings(nlmixr(f, datL4, "posthoc", control = list(interaction = FALSE))))
expect_equal(names(f.foceL4u), names(f.foceL4))
})
})
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