evaluate_parameters {missMethods} | R Documentation |
Evaluate estimated parameters
Description
Compare estimated parameters to true parameters
Usage
evaluate_parameters(
pars_est,
pars_true,
criterion = "RMSE",
tolerance = sqrt(.Machine$double.eps),
est_pars,
true_pars
)
Arguments
pars_est |
A vector or matrix of estimated parameters. |
pars_true |
True parameters, normally a vector or a matrix. |
criterion |
A string specifying the used criterion for comparing the imputed and original values. |
tolerance |
Numeric, only used for |
est_pars |
Deprecated, renamed to |
true_pars |
Deprecated, renamed to |
Details
The same criterion
s are implemented for
evaluate_parameters
and evaluate_imputed_values
.
The possible choices are documented in evaluate_imputed_values
.
Value
A numeric vector of length one.
References
Cetin-Berber, D. D., Sari, H. I., & Huggins-Manley, A. C. (2019). Imputation Methods to Deal With Missing Responses in Computerized Adaptive Multistage Testing. Educational and psychological measurement, 79(3), 495-511.
See Also
Other evaluation functions:
evaluate_imputation_parameters()
,
evaluate_imputed_values()
Examples
evaluate_parameters(1:4, 2:5, "RMSE")