Soil chemistry properties measured on a regular grid with 10 x 25 points spaced by 5 meters.
COORD.X
- X coordinate.
COORD.Y
- Y coordinate.
SAND
- Sand portion of the sample.
SILT
- Silt portion of the sample.
CLAY
- Clay portion of the sample.
PHWATER
- Soil pH at water.
CA
- Calcium content.
MG
- Magnesium content.
K
- Potassio content.
data(soil)
a data.frame
with 250 records and 9 variables.
Bonat, W. H. (2018). Multiple Response Variables Regression Models in R: The mcglm Package. Journal of Statistical Software, 84(4):1--30.
data(soil, package="mcglm") ## neigh <- spdep::tri2nb(soil[,1:2]) ## Spatial model ## Z1 <- mc_car(neigh) take too long Z1 <- mc_id(soil) # Linear predictor form.ca <- CA ~ COORD.X*COORD.Y + SAND + SILT + CLAY + PHWATER fit.ca <- mcglm(linear_pred = c(form.ca), matrix_pred = list(Z1), link = "log", variance = "tweedie", covariance = "inverse", power_fixed = TRUE, data = soil, control_algorith = list(max_iter = 1000, tuning = 0.1, verbose = FALSE, tol = 1e-03))#> Automatic initial values selected.## mc_compute_rho(fit.ca) only for spatial model