Direct range-restriction correction for selection on the predictor — correct_r_direct_range

Corrects a restricted validity coefficient for direct range restriction on the predictor using the standard Thorndike Case II expression.

Usage

correct_r_direct_range_restriction(
  r_restricted,
  range_restriction_ratio = NULL,
  u = NULL
)

Arguments

r_restricted: Restricted-sample validity coefficient.
range_restriction_ratio: Ratio of unrestricted to restricted predictor standard deviations. This is the preferred v0.4.0 name for the literature's u.
u: Legacy alias for range_restriction_ratio.

Value

Corrected validity coefficient.

References

Sackett, P. R., Laczo, R. M., & Arvey, R. D. (2002). The effects of range restriction on estimates of criterion interrater reliability: Implications for validation research. Personnel Psychology, 55, 807-825.

Ree, M. J., Carretta, T. R., Earles, J. A., & Albert, W. (1994). Sign changes when correcting for range restriction: A note on Pearson's and Lawley's selection formulas. Journal of Applied Psychology, 79, 298-301.

Lawley, D. N. (1943). A note on Karl Pearson's selection formulae. Proceedings of the Royal Society of Edinburgh, Section A, 62, 28-30.

Examples

# Literature: Lawley (1943); Sackett, Laczo, and Arvey (2002); Ree et al. (1994).
correct_r_direct_range_restriction(.25, range_restriction_ratio = 1.40)
#> [1] 0.3399501
correct_r_direct_range_restriction(.25, u = 1.40)
#> [1] 0.3399501