Methods and formulas for goodness-of-fit in Fit Mixed Effects Model

Select the method or formula of your choice.

S

An estimate of σ, the estimated standard deviation of the error term in the model. Note that s² is the variance component for error.

R² is also known as the coefficient of determination.

Term	Description
	observed response value
	mean response
	i ^th conditional fitted response

While the calculations for adjusted R² can produce negative values, Minitab displays zero for these cases.

Term	Description
n	the number of observations
p	the number of parameters in

AICc is not computed when .

Term	Description
k	The definition of k depends on the estimation method. Restricted maximum likelihood: m Maximum likelihood: p + m
m	the number of variance components, including the error term
p	the number of coefficients for the fixed effect terms
n_p	The definition of n_p depends on the estimation method. Restricted maximum likelihood: n − p Maximum likelihood: n
n	the number of rows with no missing data

Term	Description
k	The definition of k depends on the estimation method. Restricted maximum likelihood: m Maximum likelihood: p + m
m	the number of variance components, including the error term
p	the number of coefficients for fixed effect terms
n_p	The definition of n_p depends on the estimation method. Restricted maximum likelihood: n − p Maximum likelihood: n
n	the number of rows with no missing data