effectsize (version 0.2.0)

interpret_r2: Coefficient of determination (R2) interpretation

Description

Coefficient of determination (R2) interpretation

Usage

interpret_r2(r2, rules = "cohen1988")

Arguments

r2

Value or vector of R2 values.

rules

Can be "cohen1988" (default), "falk1992", "chin1998", "hair2011" or custom set of rules.

References

• Cohen, J. (1988). Statistical power analysis for the behavioural sciences.

• Falk, R. F., & Miller, N. B. (1992). A primer for soft modeling. University of Akron Press.

• Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern methods for business research, 295(2), 295-336.

• Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139-152.

Examples

# NOT RUN {
interpret_r2(.02)
interpret_r2(c(.5, .02))
# }