Using the fdesigns package | Examples | FLM with one profile factor | FLM with one profile factor and roughness penalty | FLM with one profile factor and three scalar factors | FGLM with one profile factor and quadrature approximation | FGLM with one profile factor depending on main effect and MC approximation
Package: fdesigns 1.2
Damianos Michaelides
fdesigns: Optimal Experimental Designs for Dynamic/Functional Models
Optimal experimental designs for functional linear and functional generalised linear models, for scalar responses and profile/dynamic factors. The designs are optimised using the coordinate exchange algorithm. The methods are discussed by Michaelides (2023) <https://eprints.soton.ac.uk/474982/1/Thesis_DamianosMichaelides_Final_pdfa_1_.pdf>.
Authors:
fdesigns_1.2.tar.gz
fdesigns_1.2.tar.gz(r-4.7-arm64)fdesigns_1.2.tar.gz(r-4.7-x86_64)fdesigns_1.2.tar.gz(r-4.6-arm64)fdesigns_1.2.tar.gz(r-4.6-x86_64)
fdesigns_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
fdesigns/json (API)
| # Install 'fdesigns' in R: |
| install.packages('fdesigns', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Uses libs:
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:77c642de99. Checks:4 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | WARNING | 148 | ||
| linux-devel-x86_64 | WARNING | 152 | ||
| source / vignettes | OK | 218 | ||
| linux-release-arm64 | WARNING | 187 | ||
| linux-release-x86_64 | WARNING | 158 | ||
| wasm-release | OK | 149 |
Dependencies:data.tablelatticeMatrixmvQuadmvtnormRcppRcppArmadillostatmod
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Optimal Experimental Designs for Dynamic/Functional Models | fdesigns-package fdesigns |
| Print and Summary of 'fglm' Objects | print.fglm summary.fglm |
| Print and Summary of 'flm' Objects | print.flm summary.flm |
| Compute Profile Factor Polynomials | P |
| Optimal designs for functional generalised linear models using the coordinate exchange algorithm | pfglm |
| Optimal designs for functional linear models using the coordinate exchange algorithm | pflm |
| Plot of 'fglm' Objects | plot.fglm |
| Plot of 'flm' Objects | plot.flm |