Objects from the Class Slots References See Also Examples
Objects of class sssSetup
are completely specified by calling sss
- the defaults of each slot are presented below. Individual slots can be overriden by specifying in ... of sss
.
nobservations
:Object of class "numeric"
- AUTOMATICALLY SET BY sss
nvariables
:Object of class "numeric"
- AUTOMATICALLY SET BY sss
datafile
:Object of class "character"
- AUTOMATICALLY SET BY sss
responsefile
:Object of class "character"
- AUTOMATICALLY SET BY sss
weightsfile
:Object of class "character"
- AUTOMATICALLY SET BY sss
censorfile
:Object of class "character"
- AUTOMATICALLY SET BY sss
modtype
:Object of class "numeric"
- AUTOMATICALLY SET BY sss
outfile
:Object of class "character"
- AUTOMATICALLY SET BY sss
iterout
:Object of class "character"
- AUTOMATICALLY SET BY sss
summaryfile
:Object of class "character"
- AUTOMATICALLY SET BY sss
priormeanp
:Object of class "numeric"
- default is 5 - prior mean of number of included variables (this is the key sparsity control parameter) - priormeanp=v means that each variable is "in the model" with prior probability v/(number of predictors)
pstart
:Object of class "numeric"
- default is 2 - initial model size (number of predictors for model to start sss)
pmax
:Object of class "numeric"
- default is 15 - maximum model size (maximum number of predictors in any model)
onevar
:Object of class "numeric"
- default is 1 - indicator to include all 1-variables models in search
iters
:Object of class "numeric"
- default is 100 - total number of sss iterations
nbest
:Object of class "numeric"
- default is 10 - number of best models to be saved/recorded
inneranneal1
:Object of class "numeric"
- default is 0.6 - annealing parameter for variable replacement (DEFAULTS SHOULD BE USED)
inneranneal2
:Object of class "numeric"
- default is 0.8 - annealing parameter for variable detection (DEFAULTS SHOULD BE USED)
inneranneal3
:Object of class "numeric"
- default is 1 - annealing parameter for variable addition (DEFAULTS SHOULD BE USED)
outeranneal
:Object of class "numeric"
- default is 0.4 - annealing parameter for second level model selection (DEFAULTS SHOULD BE USED)
http://www.stat.osu.edu/~hans/sss/readme.serial.html
sssModel
, sssBinaryModel
, sssLinearModel
, sssSurvivalModel
sssResult
sss
1 | showClass("sssSetup")
|
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