residuals of merMod objects
residuals of merMod objects
## S3 method for class 'merMod' residuals(object, type = if (isGLMM(object)) "deviance" else "response", scaled = FALSE, ...) ## S3 method for class 'lmResp' residuals(object, type = c("working", "response", "deviance", "pearson", "partial"), ...) ## S3 method for class 'glmResp' residuals(object, type = c("deviance", "pearson", "working", "response", "partial"), ...)
object |
a fitted [g]lmer ( |
type |
type of residuals |
scaled |
scale residuals by residual standard deviation (=scale parameter)? |
... |
additional arguments (ignored: for method compatibility) |
The default residual type varies between
lmerMod
and glmerMod
objects: they try to
mimic residuals.lm
and
residuals.glm
respectively. In particular,
the default type
is "response"
, i.e.
(observed-fitted) for lmerMod
objects vs.
"deviance"
for glmerMod
objects.
type="partial"
is not yet implemented for either
type.
Note that the meaning of "pearson"
residuals differs between residuals.lm
and
residuals.lme
. The former returns values
scaled by the square root of user-specified weights (if
any), but not by the residual standard deviation,
while the latter returns values scaled by the estimated
standard deviation (which will include the effects of any
variance structure specified in the weights
argument). To replicate lme
behaviour, use
type="pearson"
, scaled=TRUE
.
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