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DRWN-265 fix npde calc #16

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Sep 23, 2022
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4 changes: 2 additions & 2 deletions R/npde.R
Original file line number Diff line number Diff line change
Expand Up @@ -130,8 +130,8 @@ npde.tidyvpcobj <- function(o, id, data=o$data, smooth=FALSE, ...) {

obssim <- data.table(
y = c(o$obs$y, o$sim$y),
id = rep(id, len=(niter + 1)*nrow(obs)),
iter = rep(0:niter, each=nrow(obs)))
id = rep(id, length.out=(niter + 1)*nrow(o$obs)),
iter = rep(0:niter, each=nrow(o$obs)))

obssim <- obssim[, rn := (1:.N)][, cbind(rn, calc.npde(y, iter, smooth=smooth)), by=id][order(rn)][, rn := NULL]

Expand Down
2 changes: 1 addition & 1 deletion R/vpcstats.R
Original file line number Diff line number Diff line change
Expand Up @@ -2097,6 +2097,6 @@ binlessfit <- function(o, conf.level = .95, llam.quant = NULL, span = NULL, ...)

.onAttach <- function(libname, pkgname) {
packageStartupMessage(paste0("tidyvpc is part of Certara.R!\n",
"Follow the link below to learn more about R package development at Cerara.\n",
"Follow the link below to learn more about PMx R package development at Certara.\n",
"https://certara.github.io/R-Certara/"))
}
551 changes: 551 additions & 0 deletions inst/extdata/NPDE/npdeobs.csv

Large diffs are not rendered by default.

55,001 changes: 55,001 additions & 0 deletions inst/extdata/NPDE/npdesim.csv

Large diffs are not rendered by default.

54 changes: 20 additions & 34 deletions tests/testthat/test-binless.R
Original file line number Diff line number Diff line change
@@ -1,20 +1,21 @@
test_that("cont vpc binless vpcstats are correct", {
skip_on_cran()
get_os <- function(){
sysinf <- Sys.info()
if (!is.null(sysinf)){
os <- sysinf['sysname']
if (os == 'Darwin')
os <- "osx"
} else { ## mystery machine
os <- .Platform$OS.type
if (grepl("^darwin", R.version$os))
os <- "osx"
if (grepl("linux-gnu", R.version$os))
os <- "linux"
}
tolower(os)
get_os <- function(){
sysinf <- Sys.info()
if (!is.null(sysinf)){
os <- sysinf['sysname']
if (os == 'Darwin')
os <- "osx"
} else { ## mystery machine
os <- .Platform$OS.type
if (grepl("^darwin", R.version$os))
os <- "osx"
if (grepl("linux-gnu", R.version$os))
os <- "linux"
}
tolower(os)
}

test_that("cont vpc binless vpcstats are correct", {
#skip_on_cran()

obs_data <- tidyvpc::obs_data
sim_data <- tidyvpc::sim_data
Expand Down Expand Up @@ -46,22 +47,7 @@ test_that("cont vpc binless vpcstats are correct", {


test_that("cont vpc binless stratification vpcstats are correct", {
skip_on_cran()
get_os <- function(){
sysinf <- Sys.info()
if (!is.null(sysinf)){
os <- sysinf['sysname']
if (os == 'Darwin')
os <- "osx"
} else { ## mystery machine
os <- .Platform$OS.type
if (grepl("^darwin", R.version$os))
os <- "osx"
if (grepl("linux-gnu", R.version$os))
os <- "linux"
}
tolower(os)
}
#skip_on_cran()

obs_data <- tidyvpc::obs_data
sim_data <- tidyvpc::sim_data
Expand Down Expand Up @@ -92,7 +78,7 @@ test_that("cont vpc binless stratification vpcstats are correct", {
})

test_that("cat vpc binless vpcstats are correct", {
skip_on_cran()
# skip_on_cran()
obs_cat_data <- tidyvpc::obs_cat_data
sim_cat_data <- tidyvpc::sim_cat_data

Expand All @@ -115,7 +101,7 @@ test_that("cat vpc binless vpcstats are correct", {


test_that("cat vpc binless stratification vpcstats are correct", {
skip_on_cran()
#skip_on_cran()
obs_cat_data <- tidyvpc::obs_cat_data
sim_cat_data <- tidyvpc::sim_cat_data

Expand Down
33 changes: 33 additions & 0 deletions tests/testthat/test-binning.R
Original file line number Diff line number Diff line change
Expand Up @@ -70,3 +70,36 @@ test_that("cat obs strat vpcstats is correct", {
testthat::expect_identical(all.equal(vpc$stats, stats), TRUE)

})

test_that("binning methods are valid", {

## Subest MDV = 0
obs <- obs_data[MDV == 0]
sim <- sim_data[MDV == 0]

vpc <- observed(obs, x = TIME, y = DV )
vpc <- simulated(vpc, sim, y = DV)

centers <- c(0,1,5,8,12)
vpc <- binning(vpc, bin = "centers", centers = centers)
expect_equal(vpc$xbin$bin, as.factor(centers))

vpc <- binning(vpc, bin = "breaks", breaks = c(1,3,6,9,11))
expect_true(length(levels(vpc$xbin$bin)) == 11)

vpc <- binning(vpc, bin = "breaks", breaks = c(1,3,6,9,11))
expect_true(length(levels(vpc$xbin$bin)) == 11)

vpc <- binning(vpc, bin = "pam", nbins = 6)
expect_true(max(vpc$xbin$xbin) < 12)

vpc <- binning(vpc, bin = "ntile", nbins = 6)
expect_true(nrow(vpc$xbin) == 6)

vpc <- binning(vpc, bin = "eqcut", nbins = 12)
expect_true(nrow(vpc$xbin) == 12)

vpc <- binning(vpc, bin = "sd", nbins = 4)
expect_true(nrow(vpc$xbin) == 6)

})
47 changes: 47 additions & 0 deletions tests/testthat/test_npde.R
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
test_that("npde colnames are correct", {
obs <- obs_data[MDV==0]
sim <- sim_data[MDV==0]

npde <- observed(obs, x=NULL, y=DV) %>%
simulated(sim, y=DV) %>%
npde(id=ID)

testthat::expect_true(
all(colnames(npde$npdeobs) == c("id", "iter","epred", "eres", "ewres", "npd", "npde"))
)

testthat::expect_true(
all(colnames(npde$npdesim) == c("id", "iter","epred", "eres", "ewres", "npd", "npde"))
)

})


test_that("npde results are correct", {
#skip_on_cran()

obs <- obs_data[MDV==0]
sim <- sim_data[MDV==0]

npde <- observed(obs, x=NULL, y=DV)
npde <- simulated(npde, sim, y=DV)
npde <- npde(npde, id=ID)

location=system.file("extdata/NPDE","npdeobs.csv", package="tidyvpc")

stats <- fread(location)

testthat::expect_equal(npde$npdeobs, stats)

vpc <- observed(npde$npdeobs, x=epred, y=npde)
vpc <- simulated(vpc, npde$npdesim, y=npde)
vpc <- binning(vpc, "eqcut", nbins=10)
vpc <- vpcstats(vpc)

testthat::expect_true(class(vpc)[1]=="tidyvpcobj")

vpc_plot <- tidyvpc:::plot.tidyvpcobj(vpc, point.alpha = 0.25)

testthat::expect_true(class(vpc_plot)[1]=="gg")

})