summary.fitmixture {pldamixture}

Summarize a "fitmixture" Object

Description

Summarize results from a fit_mixture() object

Usage

## S3 method for class 'fitmixture'
summary(object, ...)

Arguments

object

the result of a call to fit_mixture()

...

for additional summary arguments

Value

a list of results from the function called depending on the "family" specified.

call

the matched call

family

the assumed type of (outcome) regression model

coefficients

a matrix with the outcome model's coefficient estimates, standard errors, t or z values, and p-values

m.coefficients

a matrix with the correct match model's coefficient estimates and standard errors

avgcmr

the average correct match rate among all records

match.prob

the correct match probabilities for all observations

dispersion

the dispersion parameter estimate when the family is a Generalized Linear Model

Examples

## commonness score of first and last names used for linkage
mformula <- ~commf + comml
## hand-linked records are considered "safe" matches
safematches <- ifelse(lifem$hndlnk =="Hand-Linked At Some Level", TRUE, FALSE)
## overall mismatch rate in the data set is assumed to be ~ 0.05
mrate <- 0.05
fit <- fit_mixture(age_at_death ~ poly(unit_yob, 3, raw = TRUE), data = lifem,
                   family = "gaussian", mformula, safematches, mrate)

summary(fit)