Calculates the Adjusted R2 (adjr2) from observed
values, predicted values and the number of model parameters.
Usage
adjr2(o, p, k)
Arguments
o
A numeric vector. Observed values.
p
A numeric vector. Predicted values.
k
A number. The number of parameters in the model. Note that k includes
the intercept, so for example, k is 2 for a linear regression model.
Value
Adjusted R2 (adjr2)
Details
Interpretation: larger is better. Adjusted R2 (adjr2) punishes complexity of models;
a larger number of parameters (k) means a smaller adjr2 value.
References
Piikki K., Wetterlind J., Soderstrom M., Stenberg B. (2021). Perspectives
on validation in digital soil mapping of continuous attributes. A review.
Soil Use and Management. 10.1111/sum.12694