Package: adaptsmoFMRI 1.2
Maximilian Hughes
adaptsmoFMRI: Adaptive Smoothing of FMRI Data
Adaptive smoothing functions for estimating the blood oxygenation level dependent (BOLD) effect by using functional Magnetic Resonance Imaging (fMRI) data, based on adaptive Gauss Markov random fields, for real as well as simulated data. The implemented models make use of efficient Markov Chain Monte Carlo methods. Implemented methods are based on the research developed by A. Brezger, L. Fahrmeir, A. Hennerfeind (2007) <https://www.jstor.org/stable/4626770>.
Authors:
adaptsmoFMRI_1.2.tar.gz
adaptsmoFMRI_1.2.tar.gz(r-4.5-noble)adaptsmoFMRI_1.2.tar.gz(r-4.4-noble)
adaptsmoFMRI_1.2.tgz(r-4.4-emscripten)adaptsmoFMRI_1.2.tgz(r-4.3-emscripten)
adaptsmoFMRI.pdf |adaptsmoFMRI.html✨
adaptsmoFMRI/json (API)
| # Install 'adaptsmoFMRI' in R: |
| install.packages('adaptsmoFMRI', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- data_simfmri - Simulated FMRI Data Set
- data_simfmri2COVAR - Simulated FMRI Data Set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:e00863d503. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 04 2025 |
| R-4.5-linux | OK | Feb 04 2025 |
Exports:adaptiveGMRFadaptiveGMRF2COVARsim.adaptiveGMRFsim.adaptiveGMRF2COVARsim.fmrisim.fmri2COVARsim.weightsplotweightsplot
Dependencies:abindcodadeldirgoftestlatticeMASSMatrixMatrixModelsmcmcMCMCpackmgcvmvtnormnlmepolyclipquantregrpartSparseMspatstatspatstat.dataspatstat.explorespatstat.geomspatstat.linnetspatstat.modelspatstat.randomspatstat.sparsespatstat.univarspatstat.utilssurvivaltensor
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Adaptive Smoothing of FMRI Data | adaptsmoFMRI-package adaptsmoFMRI |
| Adaptive GMRF Model (Real Data) | adaptiveGMRF |
| Adaptive GMRF Model (Real Data) | adaptiveGMRF2COVAR |
| Simulated FMRI Data Set (for one covariate) | data_simfmri |
| Simulated FMRI Data Set (for two covariates) | data_simfmri2COVAR |
| Adaptive GMRF Model for Simulated Data | sim.adaptiveGMRF |
| Adaptive GMRF Model for Simulated Data | sim.adaptiveGMRF2COVAR |
| Simulate FMRI Data | sim.fmri |
| Simulate FMRI Data | sim.fmri2COVAR |
| Plot Function for Weights (Simulated Data) | sim.weightsplot |
| Plot Function for Weights (Real Data) | weightsplot |