Gives the network a series of proposals it can't refuse. Returns the statistics of the network, and, optionally, the final network.
ergm.godfather(
formula,
changes = NULL,
response = NULL,
end.network = FALSE,
stats.start = FALSE,
changes.only = FALSE,
verbose = FALSE,
control = control.ergm.godfather()
)
If end.network==FALSE
(the default), an
mcmc
object with the requested network statistics
associed with the network series produced by applying the
specified changes. Its mcmc
attributes encode the
timing information: so start(out)
gives the time
point associated with the first row returned, and
end(out)
out the last. The "thinning interval" is
always 1.
If end.network==TRUE
, return a network
object,
representing the final network, with a matrix of statistics
described in the previous paragraph attached to it as an
attr
-style attribute "stats"
.
An ergm()
-style formula, with a
network
on its LHS.
Either a matrix with three columns: tail, head, and new value, describing the changes to be made; or a list of such matrices to apply these changes in a sequence. For binary network models, the third column may be omitted. In that case, the changes are treated as toggles. Note that if a list is passed, it must either be all of changes or all of toggles.
Either a character string, a formula, or NULL
(the default), to specify the response attributes and whether the ERGM is binary or valued. Interpreted as follows:
NULL
Model simple presence or absence, via a binary ERGM.
The name of the edge attribute whose value is to be modeled. Type of ERGM will be determined by whether the attribute is logical
(TRUE
/FALSE
) for binary or numeric
for valued.
must be of the form NAME~EXPR|TYPE
(with |
being literal). EXPR
is evaluated in the formula's environment with the network's edge attributes accessible as variables. The optional NAME
specifies the name of the edge attribute into which the results should be stored, with the default being a concise version of EXPR
. Normally, the type of ERGM is determined by whether the result of evaluating EXPR
is logical or numeric, but the optional TYPE
can be used to override by specifying a scalar of the type involved (e.g., TRUE
for binary and 1
for valued).
Whether to return a network that
results. Defaults to FALSE
.
Whether to return the network statistics at
start
(before any changes are applied) as the first row of
the statistics matrix. Defaults to FALSE
, to produce
output similar to that of simulate
for ERGMs when output="stats"
, where initial network's
statistics are not returned.
Whether to return network statistics or only their changes relative to the initial network.
A logical or an integer to control the amount of
progress and diagnostic information to be printed. FALSE
/0
produces minimal output, with higher values producing more
detail. Note that very high values (5+) may significantly slow
down processing.
A list of control parameters for algorithm tuning,
typically constructed with control.ergm.godfather()
. Its documentation
gives the the list of recognized control parameters and their
meaning. The more generic utility snctrl()
(StatNet ConTRoL)
also provides argument completion for the available control
functions and limited argument name checking.
tergm.godfather()
in tergm, simulate.ergm()
,
simulate.formula()
data(florentine)
ergm.godfather(flomarriage~edges+absdiff("wealth")+triangles,
changes=list(cbind(1:2,2:3),
cbind(3,5),
cbind(3,5),
cbind(1:2,2:3)),
stats.start=TRUE)
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