Man pages for nclJoshCowley/PSplinesR
P-Splines in R
| CalculateLOOCV | Calculate Leave-One-Out Cross Validation |
| CPerm | Cyclic Permuatation |
| EgData129 | Random variation around a Sine curve (n = 129) |
| EgData33 | Random variation around a Sine curve (n = 33) |
| EgData65 | Random variation around a Sine curve (n = 65) |
| FitPSpline | Fit Natural cubic spline with data points as knots (P-Spline) |
| GetBasis | Get Basis functions |
| GetBSpline | Get B-Spline Matrix |
| GetDiffMatrix | Get Difference Matrix |
| MinimiseLOOCV | Minimised Leave-One-Out Cross Validation |
| PlotBSpline | Plot B-Spline functions |
| PlotPostDensity | Plot Posterior Density for Smoothing Parameter in PSpline |
| PlotPSplineFit | Plot P-Spline Fit to Data |
| postDensity | Posterior Density of Lambda |
| PredictPSpline | Prediction via P-Spline Model |
