summary.SUMMERprojlist: Summary method for the combined projection output. This...

In martinbryan/SUMMER: Small-Area-Estimation Unit/Area Models and Methods for Estimation in R

Summary method for the combined projection output. This function is the print method for class SUMMERprojlist.

Description

Summary method for the combined projection output. This function is the print method for class SUMMERprojlist.

Usage

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

Arguments

object	output from getSmoothed
...	not used

Author(s)

Zehang Li

Examples

## Not run: 
 library(SUMMER)
 library(dplyr)
 data(DemoData)
 # Create dataset of counts
 counts.all <- NULL
 for(i in 1:length(DemoData)){
 counts <- getCounts(DemoData[[i]][, c("clustid", "time", "age", "died",
                                      "region", "strata")],
          variables = 'died', by = c("age", "clustid", "region", 
                                       "time", "strata"))
 counts <- counts %>% mutate(cluster = clustid, years = time, Y=died)
 counts$strata <- gsub(".*\\.","",counts$strata)
 counts$survey <- names(DemoData)[i] 
 counts.all <- rbind(counts.all, counts)
 }
 
 # fit cluster-level model on the periods
 periods <- levels(DemoData[[1]]$time)
 fit <- smoothCluster(data = counts.all, 
    Amat = DemoMap$Amat, 
    time.model = "rw2", 
    st.time.model = "rw1",
    strata.time.effect =  TRUE, 
    survey.effect = TRUE,
    family = "betabinomial",
    year_label = c(periods, "15-19"))
 summary(fit)
 est <- getSmoothed(fit, nsim = 1000)

## End(Not run)

martinbryan/SUMMER documentation built on April 10, 2024, 5:03 a.m.