apollo_lc {apollo} | R Documentation |
Using the conditional likelihoods of each latent class, as well as teir classification probabilities, calculate the weighted likelihood of the whole model.
apollo_lc(lc_settings, apollo_inputs, functionality)
lc_settings |
List of arguments used by
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apollo_inputs |
List grouping most common inputs. Created by function apollo_validateInputs. |
functionality |
Character. Can take different values depending on desired output.
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The returned object depends on the value of argument functionality
as follows.
"estimate"
: vector/matrix/array. Returns the probabilities for the chosen alternative for each observation.
"prediction"
: List of vectors/matrices/arrays. Returns a list with the probabilities for all models components, for each class.
"validate"
: Same as "estimate"
, but also runs a set of tests on the given arguments.
"zero_LL"
: Same as "estimate"
"conditionals"
: Same as "estimate"
"output"
: Same as "estimate"
but also writes summary of input data to internal Apollo log.
"raw"
: Same as "prediction"
data(apollo_modeChoiceData) database <- apollo_modeChoiceData rm(apollo_modeChoiceData) N <- nrow(database) lc_settings <- list(inClassProb=list(rnorm(N), rnorm(N)), classProb=list(stats::runif(N), stats::runif(N))) apollo_control <- list(indivID="ID") x <- apollo_lc(lc_settings, apollo_control, functionality="estimate") summary(x)