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Performs prediction of a response function from simulated response values, allowing black-box optimization of functions estimated with some error. Includes a simple user interface for such applications, as well as more specialized functions designed to be called by the Migraine software (Rousset and Leblois, 2012 <doi:10.1093/molbev/MSR262>; Leblois et al., 2014 <doi:10.1093/molbev/msu212>; and see URL). The latter functions are used for prediction of likelihood surfaces and implied likelihood ratio confidence intervals, and for exploration of predictor space of the surface. Prediction of the response is based on ordinary Kriging (with residual error) of the input. Estimation of smoothing parameters is performed by generalized cross-validation.
Version: | 1.1.46 |
Depends: | R (≥ 3.1.0) |
Imports: | numDeriv, rcdd, geometry (≥ 0.3-6), proxy, spaMM (≥ 3.1.0), lattice, Rcpp (≥ 0.12.10), nloptr, MASS, pbapply, foreach, matrixStats |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | testthat, minqa, lbfgsb3c, igraph |
Published: | 2023-12-08 |
DOI: | 10.32614/CRAN.package.blackbox |
Author: | François Rousset |
Maintainer: | François Rousset <francois.rousset at umontpellier.fr> |
License: | CeCILL-2 |
URL: | https://kimura.univ-montp2.fr/~rousset/Migraine.htm |
NeedsCompilation: | yes |
Citation: | blackbox citation info |
Materials: | NEWS |
CRAN checks: | blackbox results |
Reference manual: | blackbox.pdf |
Package source: | blackbox_1.1.46.tar.gz |
Windows binaries: | r-devel: blackbox_1.1.46.zip, r-release: blackbox_1.1.46.zip, r-oldrel: blackbox_1.1.46.zip |
macOS binaries: | r-release (arm64): blackbox_1.1.46.tgz, r-oldrel (arm64): blackbox_1.1.46.tgz, r-release (x86_64): blackbox_1.1.46.tgz, r-oldrel (x86_64): blackbox_1.1.46.tgz |
Old sources: | blackbox archive |
Reverse imports: | Infusion |
Reverse suggests: | spaMM |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.