grpintprob: Compute Probabilities of an Observation Falling into a Grouping Interval
Description
Compute probabilities of an observation falling into a grouping
interval when given component distribution which the observation
comes from.
Usage
grpintprob(mixdat, mixpar, dist, constr)
Arguments
mixdat
a data frame containing grouped data, whose first
column should be right boundaries of grouping intervals where
the first and last intervals are open-ended; whose second
column should consist of the frequencies indicating numbers of
observations falling into each interval.
mixpar
a data frame containing the parameter values of
component distributions, which are, in order, the proportions,
means, and standard deviations.
dist
the distribution of components, it can be one of
"norm", "lnorm", "gamma", "weibull",
"binom", "nbinom" and "pois".
constr
a list of constraints on parameters of component
distributions.
Value
It produces a matrix, whose each column contains the
probabilities of the observations from one component
falling into each grouping interval.