Get Indices or Values of Selected Model Coefficients
Get the indices or values of a subset of non-eliminated coefficients selected via a Tk dialog or by pattern matching.
pickCoef(object, pattern = NULL, value = FALSE, ...)
object |
a model object. |
pattern |
character string containing a regular expression or
(with |
value |
if |
... |
arguments to pass on to pickFrom if
|
If value = FALSE
(the default), a named vector of indices,
otherwise the values of the selected coefficients. If no coefficients
are selected the returned value will be NULL
.
Heather Turner
set.seed(1) ### Extract indices for use with ofInterest ## fit the "UNIDIFF" mobility model across education levels unidiff <- gnm(Freq ~ educ*orig + educ*dest + Mult(Exp(educ), orig:dest), family = poisson, data = yaish, subset = (dest != 7)) ## set coefficients in first constituent multiplier as 'ofInterest' ## using regular expression ofInterest(unidiff) <- pickCoef(unidiff, "[.]educ") ## summarise model, only showing coefficients of interest summary(unidiff) ## get contrasts of these coefficients getContrasts(unidiff, ofInterest(unidiff)) ### Extract coefficients to use as starting values ## fit diagonal reference model with constant weights set.seed(1) ## reconstruct counts voting Labour/non-Labour count <- with(voting, percentage/100 * total) yvar <- cbind(count, voting$total - count) classMobility <- gnm(yvar ~ -1 + Dref(origin, destination), family = binomial, data = voting) ## create factors indicating movement in and out of salariat (class 1) upward <- with(voting, origin != 1 & destination == 1) downward <- with(voting, origin == 1 & destination != 1) ## extract diagonal effects from first model to use as starting values diagCoef <- pickCoef(classMobility, "Dref(., .)", fixed = TRUE, value = TRUE) ## fit separate weights for the "socially mobile" groups ## -- there are now 3 parameters for each weight socialMobility <- gnm(yvar ~ -1 + Dref(origin, destination, delta = ~ 1 + downward + upward), family = binomial, data = voting, start = c(rep(NA, 6), diagCoef))
Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.