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profExtrema

Compute and Visualize Profile Extrema Functions

v0.2.1 · Mar 21, 2020 · GPL-3

Description

Computes profile extrema functions for arbitrary functions. If the function is expensive-to-evaluate it computes profile extrema by emulating the function with a Gaussian process (using package 'DiceKriging'). In this case uncertainty quantification on the profile extrema can also be computed. The different plotting functions for profile extrema give the user a tool to better locate excursion sets.

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CRAN Check Status

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
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checkRd: (-1) setPlotOptions.Rd:35: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:20: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:21-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:26: Lost braces 
...[truncated]...
aces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:30: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:31: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:32: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:33: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:34-38: Lost braces
    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
checkRd: (-1) setPlotOptions.Rd:35: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:36: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:20: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:21-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:26: Lost braces 
...[truncated]...
aces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:30: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:31: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:32: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:33: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:34-38: Lost braces
    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
checkRd: (-1) setPlotOptions.Rd:35: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:36: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:20: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:21-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:26: Lost braces 
...[truncated]...
aces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:30: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:31: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:32: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:33: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:34-38: Lost braces
    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
checkRd: (-1) setPlotOptions.Rd:35: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:36: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:31: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:20: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:21-25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxProfileExtrema.Rd:26: Lost braces 
...[truncated]...
aces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:30: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:31: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:32: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:33: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:34-38: Lost braces
    34 | \item{\code{fun_evals:}{integer denoting the level of plot for the true evaluations. \itemize{
       |                        ^
checkRd: (-1) setPlotOptions.Rd:35: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:36: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) approxMaxMin.Rd:18: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:19-23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) approxMaxMin.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ap
...[truncated]...
: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:37: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) setPlotOptions.Rd:38: Lost braces in \itemize; \value handles \item{}{} directly

Dependency Network

Dependencies Reverse dependencies DiceKriging KrigInv pGPx microbenchmark quantreg lhs RColorBrewer MASS rcdd profExtrema

Version History

new 0.2.1 Mar 10, 2026
updated 0.2.1 ← 0.2.0 diff Mar 20, 2020
new 0.2.0 Aug 29, 2018