Man pages for VicFreguglia/GibbsRF
Tools for Gibbs Random Fields models
| betaPLS | Calculates penalized least squares estimates for orthogonal... |
| buildFrequencyDf | Calculates coefficients for real-valued fourier transform of... |
| cMatPlot | Plots interaction structure |
| CorMap | Correlation Map |
| DesignMat | Creates design Matrix for a selected set of fourier basis. |
| DifHistogram | Gray-level difference histogram |
| extract_cMat | Extract the cMat structure for a Thresholded Interaction Map |
| getFrequencyCoef2 | Gets real-valued fourier transform coefficent for a specific... |
| GibbsMCMLE | Monte-Carlo Maximum Likelihood Estimate of Potentials |
| GibbsModel | GibbsModel class object creation |
| GibbsMPLE | Maximum Pseudo-Likelihood potentials estimate. |
| GibbsSamplerHMRF | Gibbs Sampler for Hidden Markov Random Field model. |
| HMEM | Segmentation of noisy image via Hidden Markov Field EM... |
| InteractionMap | Interaction Map |
| PartialCorMap | Partial Correlation Map |
| PartialCorSelection | Interaction structure selection based on partial... |
| plotIMap | Visualization for Interaction Maps |
| Potentials | GibbsModel to DataFrame conversion. Data Frame representation... |
| reconstructPLS | Reconstruct an image based on frequencies coefficients. |
| rGibbsRF | Gibbs Random Field simulation. |
| StocAp | Estimation of potentials values via Stochastic Approximation. |
| structurePlot | Interaction Structure plot |
| ThreshIMap | Threshold Interaction Map |
