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

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Documentation for package ‘SUMMER’ version 1.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

SUMMER-package	SUMMER package documentation.
aggregateSurvey	Aggregate estimators from different surveys.
BRFSS	The BRFSS dataset
ChangeRegion	Map region names to a common set.
DemoData	Simulated child mortality person-month dataset.
DemoData2	Simulated dataset for prevalence mapping.
DemoMap	Uganda Admin-1 region map for illustration purpose
DemoMap2	Kenya Admin-1 region map for illustration purpose
expit	Expit transformation
fitGeneric	Fit space-time smoothing models for a generic outcome from complex surveys.
fitINLA	Smoothed direct estimates for mortality rates
fitINLA2	Cluster-level space-time smoothing models for mortality rates
getAdjusted	Adjust direct estimates and their associated variances
getAmat	Extract adjacency matrix from the map
getBirths	Reformat full birth records into person-month format
getCounts	Aggregate person-month data into counts and totals by groups.
getDiag	Extract posterior summaries of random effects
getDirect	Obtain the Horvitz-Thompson direct estimates and standard errors using delta method for a single survey.
getDirectList	Obtain the Horvitz-Thompson direct estimates and standard errors using delta method for multiple surveys.
getSmoothed	Extract smoothed estimates.
getSmoothedDensity	Calculate and plot posterior densities of the projected estimates
hatchPlot	Plot maps with uncertainty hatching.
iid.new	New random IID models for m-year to period random effects
iid.new.pc	New random IID models for m-year to period random effects
KenData	Auxiliary data for Kenya 2014 DHS.
KingCounty	Map of King County
logit	Logit transformation
MalawiData	Auxiliary data for Malawi 2000, 2004, 2010, and 2015 DHS.
MalawiMap	Malawi Admin-2 map
mapPlot	Plot region-level variables on a map
mapPoints	Map GPS points to polygon regions
plot.SUMMERproj	Plot projection output.
print.SUMMERmodel	Print method for the smoothing models.
print.SUMMERmodel.svy	Print method for the smoothing models from 'smoothSurvey'.
print.SUMMERprojlist	Print method for the combined projection output.
ridgePlot	Calculate and plot posterior densities of the projected estimates
rst	Simulate spatial and temporal random effects
rw.new	New random walk 1 and 2 models for m-year to period random effects
rw.new.pc	New random walk 1 and 2 models for m-year to period random effects
simhyper	Simulate hyperpriors from an GMRF
smoothArea	Smooth via area level model
smoothCluster	Cluster-level space-time smoothing models for mortality rates
smoothDirect	Smoothed direct estimates for mortality rates
smoothSurvey	Fit space-time smoothing models for a generic outcome from complex surveys.
smoothUnit	Smooth via unit level model
st.new	New Type I to IV space time interaction models for m-year to period random effects
st.new.pc	New Type I to IV space time interaction models for m-year to period random effects
summary.SUMMERmodel	Summary method for the smoothing models.
summary.SUMMERmodel.svy	Summary method for the smoothing model and output from 'smoothSurvey'.
SUMMER	SUMMER package documentation.
tcpPlot	Discrete-color maps based on the True Classification Probabilities