optim_hr: Exemplary function output from 'optimizer_biv_hr_model'

In SpatialModelsZAMG: Spatial Modeling of Extreme Events

Description

this data file consists of the function output from optimizer_biv_hr_model stemming from the data of ‘sample_snow_data’

Usage

data("optim_hr")

Format

The format is:

List of 4
$ complete_sd_max_data : num [1:27, 1:41] 33 69 50 9 40 117 342 175 18 22 ...
..- attr(*, "dimnames")=List of 2
.. ..$ : chr [1:27] "101" "102" "103" "104" ...
.. ..$ : chr [1:41] "1972" "1973" "1974" "1975" ...

$ complete_swe_max_data: num [1:27, 1:41] 48.2 122.5 94.5 11.2 47.6 ...
..- attr(*, "dimnames")=List of 2
.. ..$ : chr [1:27] "101" "102" "103" "104" ...
.. ..$ : chr [1:41] "1972" "1973" "1974" "1975" ...

$ summary :List of 3
..$ message: chr
"optimization was successful, coefficients were chosen from method 'ucminf'"
..$ method : chr "ucminf"
..$ result :Classes 'optimx' and 'data.frame': 1 obs. of 33 variables ...

$ coefficients :List of 4
..$ sd_coeff :List of 3
.. ..$ loccoeff : Named num [1:3] 3.328 0.522 0.157
.. .. ..- attr(*, "names")= chr [1:3] "(Intercept)" "sd_mmax" "mdday"
.. ..$ scalecoeff: Named num [1:3] 4.232 0.391 0.111
.. .. ..- attr(*, "names")= chr [1:3] "(Intercept)" "sd_mmax" "mdday"
.. ..$ shapecoeff: Named num [1:5] 2.0718 -0.0588 -0.6298 0.0215 0.7808
.. .. ..- attr(*, "names")= chr [1:5] "(Intercept)" "lat" "loc" "sd_mmax" ...
..$ swe_coeff:List of 3
.. ..$ loccoeff : Named num [1:3] 8.5681 0.4757 -0.0205
.. .. ..- attr(*, "names")= chr [1:3] "(Intercept)" "swe_mmax" "mdday"
.. ..$ scalecoeff: Named num [1:3] 9.9517 0.0022 0.388
.. .. ..- attr(*, "names")= chr [1:3] "(Intercept)" "alt" "swe_mmax"
.. ..$ shapecoeff: Named num [1:5] 3.2771 -0.0657 -0.0739 0.3381 -0.2246
.. .. ..- attr(*, "names")= chr [1:5] "(Intercept)" "lat" "swe_mmax" "loc" ...
..$ cor_coeff: Named num [1:3] 0.000126 0.152239 1.477005
.. ..- attr(*, "names")= chr [1:3] "alpha" "kappa" "lambda12"
..$ all_coeff: Named num [1:25] 0.000126 0.152239 1.477005 3.3279 0.521775 ...
.. ..- attr(*, "names")= chr [1:25] "alpha" "kappa" "lambda12" "loc1_Int" ...

See Also

‘sd_m_select’, ‘swe_m_select’

Examples

data("optim_hr")

# define coefficients
sd_coeff  = optim_hr$coefficients$sd_coeff
swe_coeff = optim_hr$coefficients$swe_coeff
cor_coeff = optim_hr$coefficients$cor_coeff

SpatialModelsZAMG documentation built on Nov. 11, 2019, 3 p.m.