Fixed Rank Kriging
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Documentation for package ‘FRK’ version 2.3.1
- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.
Help Pages
A B C D E F G I L M N O P R S T U W misc
-- A --
| AIC-method | Construct SRE object, fit and predict |
| AIRS_05_2003 | AIRS data for May 2003 |
| Am_data | Americium soil data |
| as.data.frame.Basis | Basis-function data frame object |
| as.data.frame.TensorP_Basis | Basis-function data frame object |
| auto_basis | Automatic basis-function placement |
| auto_BAUs | Automatic BAU generation |
-- B --
| Basis | Generic basis-function constructor |
| Basis-class | Basis functions |
| Basis_obj-class | Basis functions |
| BAUs_from_points | Creates pixels around points |
| BAUs_from_points-method | Creates pixels around points |
| BIC-method | Construct SRE object, fit and predict |
-- C --
| coef-method | Construct SRE object, fit and predict |
| coef_uncertainty | Uncertainty quantification of the fixed effects |
| coef_uncertainty-method | Construct SRE object, fit and predict |
| combine_basis | Combine basis functions |
| combine_basis-method | Combine basis functions |
-- D --
| data.frame<- | Basis-function data frame object |
| data.frame<--method | Basis-function data frame object |
| data.frame_Basis-method | Basis-function data frame object |
| df_to_SpatialPolygons | Convert data frame to SpatialPolygons |
| dist-matrix | Distance Matrix Computation from Two Matrices |
| distance | Compute distance |
| distance-method | Compute distance |
| distances | Pre-configured distances |
| distR | Distance Matrix Computation from Two Matrices |
| draw_world | Draw a map of the world with country boundaries. |
-- E --
| EmptyTheme | Plotting themes |
| Euclid_dist | Pre-configured distances |
| eval_basis | Evaluate basis functions |
| eval_basis-method | Evaluate basis functions |
-- F --
| fitted-method | Construct SRE object, fit and predict |
| FRK | Construct SRE object, fit and predict |
-- G --
| gc_dist | Pre-configured distances |
| gc_dist_time | Pre-configured distances |
-- I --
| info_fit | Retrieve fit information for SRE model |
| info_fit-method | Retrieve fit information for SRE model |
| initialize-method | manifold |
| isea3h | ISEA Aperture 3 Hexagon (ISEA3H) Discrete Global Grid |
-- L --
| LinePlotTheme | Plotting themes |
| local_basis | Construct a set of local basis functions |
| loglik | (Deprecated) Retrieve log-likelihood |
| logLik-method | Construct SRE object, fit and predict |
| loglik-method | (Deprecated) Retrieve log-likelihood |
-- M --
| manifold | Retrieve manifold |
| manifold-class | manifold |
| manifold-method | Retrieve manifold |
| measure | Pre-configured distances |
| measure-class | measure |
| MODIS_cloud_df | MODIS cloud data |
-- N --
| nbasis | Number of basis functions |
| nbasis-method | Number of basis functions |
| NOAA_df_1990 | NOAA maximum temperature data for 1990-1993 |
| nobs-method | Construct SRE object, fit and predict |
| nres | Return the number of resolutions |
| nres-method | Return the number of resolutions |
| nres_basis-method | Return the number of resolutions |
| nres_SRE-method | Return the number of resolutions |
-- O --
| observed_BAUs | Observed (or unobserved) BAUs |
| observed_BAUs-method | Observed (or unobserved) BAUs |
| opts_FRK | FRK options |
-- P --
| plane | plane |
| plane-class | manifold |
| plot | Plot predictions from FRK analysis |
| plot-method | Plot predictions from FRK analysis |
| plotting-themes | Plotting themes |
| plot_spatial_or_ST | Plot a Spatial*DataFrame or STFDF object |
| plot_spatial_or_ST-method | Plot a Spatial*DataFrame or STFDF object |
| predict-method | Construct SRE object, fit and predict |
-- R --
| radial_basis | Construct a set of local basis functions |
| real_line | real line |
| real_line-class | manifold |
| remove_basis | Removes basis functions |
| remove_basis-method | Removes basis functions |
| residuals-method | Construct SRE object, fit and predict |
-- S --
| show_basis | Show basis functions |
| show_basis-method | Show basis functions |
| simulate | Construct SRE object, fit and predict |
| SpatialPolygonsDataFrame_to_df | SpatialPolygonsDataFrame to df |
| sphere | sphere |
| sphere-class | manifold |
| SRE | Construct SRE object, fit and predict |
| SRE-class | Spatial Random Effects class |
| SRE.fit | Construct SRE object, fit and predict |
| SRE.predict | Deprecated: Please use 'predict' |
| STmanifold-class | manifold |
| STplane | plane in space-time |
| STplane-class | manifold |
| STsphere | Space-time sphere |
| STsphere-class | manifold |
-- T --
| TensorP | Tensor product of basis functions |
| TensorP-method | Tensor product of basis functions |
| TensorP_Basis-class | Basis functions |
| type | Type of manifold |
| type-method | Type of manifold |
-- U --
| unobserved_BAUs | Observed (or unobserved) BAUs |
| unobserved_BAUs-method | Observed (or unobserved) BAUs |
-- W --
| worldmap | World map |
-- misc --
| $-method | Basis-function data frame object |
| $<--method | Basis-function data frame object |