verifyCRPS: RAnEnExtra::verifyCRPS
In Weiming-Hu/RAnEnExtra: Extra functions for RAnEn
Description
Usage
Arguments
Details
Author(s)
Description
RAnEnExtra::verifyCRPS calculates CRPS.
Usage
1
verifyCRPS(anen.ver, obs.ver, boot = F, R = 1000, int.step = 150, na.rm = T)
Arguments
anen.ver
A 4-dimensional array. This array is usually created from the 'value' column of
the 'analogs' member in the results of 'RAnEn::generateAnalogs'. The dimensions should be
'[stations, times, lead times, members]'.
obs.ver
A 3-dimensional array. The dimensions should be '[stations, times, lead times]'.
You can generate the array using 'RAnEn::alignObservations'.
boot
Whether to use bootstrap.
R
The number of bootstrap replicates. Used by the function 'boot::boot'.
int.step
When boot is used, this is the integral length.
na.rm
Whether to remove NA values.
Details
Bootstrap confidence interval is defaulted to 0.95.
To change this, use 'options(RAnEnExtra_boot_conf = 0.9)'.
Author(s)
Guido Cervone cervone@psu.edu
Martina Calovi mxc895@psu.edu
Laura Clemente-Harding laura@psu.edu
Weiming-Hu/RAnEnExtra documentation built on Sept. 26, 2021, 6:44 a.m.
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Description Usage Arguments Details Author(s)
Description
RAnEnExtra::verifyCRPS calculates CRPS.
Usage
1 | verifyCRPS(anen.ver, obs.ver, boot = F, R = 1000, int.step = 150, na.rm = T)
|
Arguments
anen.ver |
A 4-dimensional array. This array is usually created from the 'value' column of the 'analogs' member in the results of 'RAnEn::generateAnalogs'. The dimensions should be '[stations, times, lead times, members]'. |
obs.ver |
A 3-dimensional array. The dimensions should be '[stations, times, lead times]'. You can generate the array using 'RAnEn::alignObservations'. |
boot |
Whether to use bootstrap. |
R |
The number of bootstrap replicates. Used by the function 'boot::boot'. |
int.step |
When boot is used, this is the integral length. |
na.rm |
Whether to remove NA values. |
Details
Bootstrap confidence interval is defaulted to 0.95. To change this, use 'options(RAnEnExtra_boot_conf = 0.9)'.
Author(s)
Guido Cervone cervone@psu.edu
Martina Calovi mxc895@psu.edu
Laura Clemente-Harding laura@psu.edu
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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