Get Model Summaries for Use with "mtable"
A generic function and methods to collect coefficients
and summary statistics from a model object. It is used in mtable
## S3 method for class 'lm' getSummary(obj, alpha=.05,...) ## S3 method for class 'glm' getSummary(obj, alpha=.05,...) ## S3 method for class 'merMod' getSummary(obj, alpha=.05, ...) # These are contributed by Christopher N. Lawrence ## S3 method for class 'clm' getSummary(obj, alpha=.05,...) ## S3 method for class 'polr' getSummary(obj, alpha=.05,...) ## S3 method for class 'simex' getSummary(obj, alpha=.05,...) # These are contributed by Jason W. Morgan ## S3 method for class 'aftreg' getSummary(obj, alpha=.05,...) ## S3 method for class 'coxph' getSummary(obj, alpha=.05,...) ## S3 method for class 'phreg' getSummary(obj, alpha=.05,...) ## S3 method for class 'survreg' getSummary(obj, alpha=.05,...) ## S3 method for class 'weibreg' getSummary(obj, alpha=.05,...) # These are contributed by Achim Zeileis ## S3 method for class 'ivreg' getSummary(obj, alpha=.05,...) ## S3 method for class 'tobit' getSummary(obj, alpha=.05,...) ## S3 method for class 'hurdle' getSummary(obj, alpha=.05,...) ## S3 method for class 'zeroinfl' getSummary(obj, alpha=.05,...) ## S3 method for class 'betareg' getSummary(obj, alpha=.05,...) ## S3 method for class 'multinom' getSummary(obj, alpha=.05,...) # A variant that reports exponentiated coefficients. # The default method calls 'getSummary()' internally and should # be applicable to all classes for which 'getSummary()' methods exist. getSummary_expcoef(obj, alpha=.05,...) ## Default S3 method: getSummary_expcoef(obj, alpha=.05,...)
obj |
a model object, e.g. of class |
alpha |
level of the confidence intervals; their coverage should be 1-alpha/2 |
... |
further arguments; ignored. |
The generic function getSummary is called by mtable
in order to obtain the coefficients and summaries of model objects.
In order to adapt mtable to models of classes other
than lm or glm one needs to
define getSummary methods for these classes and
to set a summary template via setSummaryTemplate
Any method of getSummary must return a list with the following
components:
coef |
an array with coefficient estimates; the lowest dimension must have the following names and meanings:
The higher dimensions of the array correspond to the individual coefficients and, in multi-equation models, to the model equations. |
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sumstat |
a vector containing the model summary statistics; the components may have arbitrary names. |
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