RMSE_range {autoFC} | R Documentation |
Calculate the Overall RMSE of the Trait Scores, or the RMSE in a Certain Trait Score Range
Description
This function is also for diagnostic purposes, examining which interval on the latent trait continuum does the FC scale demonstrate the best measurement accuracy.
Usage
RMSE_range(true_scores, estimated_scores, range_breaks = NA)
Arguments
true_scores |
Actual trait scores |
estimated_scores |
Estimated trait scores from a specified model |
range_breaks |
A numeric vector. Specifies which trait scores ranges will the RMSE be calculated |
Details
TO BE DONE
Value
If range_breaks
is not specified, an overall RMSE numeric value will be returned;
else, a named list showing the RMSE in each score range will be returned.
Author(s)
Mengtong Li
Examples
RMSE_range(rnorm(100), rnorm(100))
RMSE_range(rnorm(100), rnorm(100), range_breaks = c(-3, -2, -1, 0, 1, 2, 3))
[Package autoFC version 0.2.0.1001 Index]