iccde {iccde} | R Documentation |
Computation of the Double-Entry Intraclass Correlation between two profiles
Description
The function computes the double-entry intraclass correlation, which is an index of profile similarity (Furr, 2010; McCrae, 2008). The double-entry intraclass correlation is a more precise index of the agreement of two empirically observed profiles than the often-used intraclass correlation (McCrae, 2008). The function transforms profiles comprising correlations according to the Fisher z-transformation before the double-entry intraclass correlation is calculated. If the profiles comprise scores such as sum scores from various personality scales, it is recommended to standardize each individual score prior to computation of the double-entry intraclass correlation (McCrae, 2008). See Furr (2010) <doi:10.1080/00223890903379134> or McCrae (2008) <doi:10.1080/00223890701845104> for details.
Usage
icc.de(prof1, prof2, input = c("cor", "score"), digits = 2)
Arguments
prof1 |
Vector of components of the nomological network of the first trait (input = "cor") or vector of components of the first profile (input = "score"). |
prof2 |
Vector of components of the nomological network of the second trait (input = "cor") or vector of components of the second profile (input = "score"). |
input |
Do the profiles contain correlations (e.g., from nomological network; input = "cor") or scores from different scales (e.g., sum scores from diverse personality tests; input = "score")? The default is input = "cor". |
digits |
Number of digits in the output. The default is digits = 2. |
Value
iccde |
Double-Entry Intraclass Correlation for two given profiles |
Author(s)
Christian Blötner, Michael Paul Grosz c.bloetner@gmail.com
References
Furr, R. M. (2010). The Double-Entry Intraclass Correlation as an Index of Profile Similarity: Meaning, Limitations, and Alternatives. Journal of Personality Assessment, 92(1), 1-15. https://doi.org/10.1080/00223890903379134
McCrae, R. R. (2008). A Note on Some Measures of Profile Agreement. Journal of Personality Assessment, 90(2), 105-109. https://doi.org/10.1080/00223890701845104
Examples
icc.de(prof1 = c(.59, .48, .23), prof2 = c(.52, .76, .22), input = "cor")
icc.de(prof1 = c(-1, -0.85, 2), prof2 = c(-0.93, 1, 1.26), input = "score",
digits = 4)