fit.ssm | Constraints | Cross-validation
This package is considered a duplicate. The official version of this package is found at:https://peterrobertcurtis.r-universe.dev/SSM
Package: SSM 1.0.1
Peter Curtis
SSM: Fit and Analyze Smooth Supersaturated Models
Creates an S4 class "SSM" and defines functions for fitting smooth supersaturated models, a polynomial model with spline-like behaviour. Functions are defined for the computation of Sobol indices for sensitivity analysis and plotting the main effects using FANOVA methods. It also implements the estimation of the SSM metamodel error using a GP model with a variety of defined correlation functions.
Authors:
SSM_1.0.1.tar.gz
SSM_1.0.1.zip(r-4.7-any)SSM_1.0.1.zip(r-4.6-any)SSM_1.0.1.zip(r-4.5-any)
SSM_1.0.1.tgz(r-4.6-any)SSM_1.0.1.tgz(r-4.5-any)
SSM_1.0.1.tar.gz(r-4.7-any)SSM_1.0.1.tar.gz(r-4.6-any)
SSM_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SSM/json (API)
| # Install 'SSM' in R: |
| install.packages('SSM', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/peterrobertcurtis/ssm/issues
Last updated from:9ee7b926d3 (on package/SSM). Checks:7 NOTE, 2 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 110 | ||
| source / vignettes | OK | 141 | ||
| linux-release | NOTE | 104 | ||
| macos-release | NOTE | 68 | ||
| macos-oldrel | NOTE | 83 | ||
| windows-devel | NOTE | 81 | ||
| windows-release | NOTE | 63 | ||
| windows-oldrel | NOTE | 60 | ||
| wasm-release | OK | 73 |
Exports:fit.ssmlikelihood.plotsensitivity.plotshowtransform11
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a smooth supersaturated model | fit.ssm |
| Plot the concentrated likelihood of an SSM. | likelihood.plot |
| Plot smooth supersaturated model main effects | plot.SSM |
| Point prediction of smooth supersaturated models. | predict.SSM |
| Plot the sensitivity indices of a smooth supersaturated model. | sensitivity.plot |
| Summarise SSM class object | show,SSM-method |
| SSM: A package for fitting smooth supersaturated models (SSM). | SSM-package |
| An S4 class to represent a smooth supersaturated model | SSM SSM-class |
| Transform a design to [-1, 1]^d | transform11 |