Man pages for SUMMER
Small-Area-Estimation Unit/Area Models and Methods for Estimation in R

aggregateSurveyAggregate estimators from different surveys.
BRFSSThe BRFSS dataset
ChangeRegionMap region names to a common set.
DemoDataSimulated child mortality person-month dataset.
DemoData2Simulated dataset for prevalence mapping.
DemoMapUganda Admin-1 region map for illustration purpose
DemoMap2Kenya Admin-1 region map for illustration purpose
expitExpit transformation
getAdjustedAdjust direct estimates and their associated variances
getAmatExtract adjacency matrix from the map
getBirthsReformat full birth records into person-month format
getCountsAggregate person-month data into counts and totals by groups.
getDiagExtract posterior summaries of random effects
getDirectObtain the Horvitz-Thompson direct estimates and standard...
getDirectListObtain the Horvitz-Thompson direct estimates and standard...
getSmoothedExtract smoothed estimates.
hatchPlotPlot maps with uncertainty hatching.
iid.newNew random IID models for m-year to period random effects
iid.new.pcNew random IID models for m-year to period random effects
KenDataAuxiliary data for Kenya 2014 DHS.
KingCountyMap of King County
logitLogit transformation
MalawiDataAuxiliary data for Malawi 2000, 2004, 2010, and 2015 DHS.
MalawiMapMalawi Admin-2 map
mapPlotPlot region-level variables on a map
mapPointsMap GPS points to polygon regions
plot.SUMMERprojPlot projection output.
print.SUMMERmodelPrint method for the smoothing models.
print.SUMMERmodel.svyPrint method for the smoothing models from 'smoothSurvey'.
print.SUMMERprojlistPrint method for the combined projection output.
ridgePlotCalculate and plot posterior densities of the projected...
rstSimulate spatial and temporal random effects
rw.newNew random walk 1 and 2 models for m-year to period random...
rw.new.pcNew random walk 1 and 2 models for m-year to period random...
simhyperSimulate hyperpriors from an GMRF
smoothAreaSmooth via area level model
smoothClusterCluster-level space-time smoothing models for mortality rates
smoothDirectSmoothed direct estimates for mortality rates
smoothSurveyFit space-time smoothing models for a generic outcome from...
smoothUnitSmooth via unit level model
st.newNew Type I to IV space time interaction models for m-year to...
st.new.pcNew Type I to IV space time interaction models for m-year to...
summary.SUMMERmodelSummary method for the smoothing models.
summary.SUMMERmodel.svySummary method for the smoothing model and output from...
SUMMER-packageSUMMER package documentation.
tcpPlotDiscrete-color maps based on the True Classification...
SUMMER documentation built on July 8, 2022, 9:05 a.m.