RMSE_range: Calculate the Overall RMSE of the Trait Scores, or the RMSE...
In tspsyched/autoFC: Automatic Construction of Forced-Choice Tests
RMSE_range 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))
tspsyched/autoFC documentation built on Oct. 8, 2024, 10:39 p.m.
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| RMSE_range | 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))
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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