MSE_sim {MaxWiK} | R Documentation |
The function to get the mean square error values for statistics of simulations
Description
The function MSE_sim()
allows to get
the mean square error values for statistics of simulations
The function MSE_parameters()
allows to get MSE for parameters if the truth parameter is known
Usage
MSE_sim(stat.obs, stat.sim)
MSE_parameters(par.truth, par.top = NULL, par.best)
Arguments
stat.obs |
Summary statistics of the observation point |
stat.sim |
Summary statistics of the simulations (model output) |
par.truth |
The truth parameter |
par.top |
Parameters from the top of similarities of |
par.best |
The best parameter from |
Value
The function MSE_sim()
returns numeric vector of
the mean square error values for statistics of simulations
The function MSE_parameters()
returns list of two numbers:
mean of MSE values for all the points from par.top;
MSE value for the point of par.best
Functions
-
MSE_parameters()
: The function calculates mean square error (MSE) value for parameters as differences between them and already the known truth parameter
Examples
NULL
NULL