sampHH | R Documentation |
The function samples households from microdata containing personal and household information.
sampHH(pop, sizefactor = 1, hid = "hid", strata = "region", hsize = NULL)
pop |
data frame containing households and persons |
sizefactor |
factor of how many times the initial population should be resampled |
hid |
string specifying the name of the household-id variable in the data. |
strata |
can be used to sample within strata. |
hsize |
string specifying the name of the household size variable in the data. |
households are drawn from the data and new ID's are generated for the new households.
the data frame of new households.
Bernhard Meindl, Matthias Templ and Johannes Gussenbauer
M. Templ, B. Meindl, A. Kowarik, A. Alfons, O. Dupriez (2017) Simulation of Synthetic Populations for Survey Data Considering Auxiliary Information. Journal of Statistical Survey, 79 (10), 1–38. doi: 10.18637/jss.v079.i10
data(eusilcP)
pop <- eusilcP
colnames(pop)[3] <- "hhsize"
system.time(x1 <- sampHH(pop, strata="region", hsize="hhsize"))
dim(x1)
## Not run:
## approx. 10 second computation time ...
system.time(x1 <- sampHH(pop, sizefactor=4, strata="region", hsize="hhsize"))
dim(x1)
system.time(x2 <- sampHH(pop, strata=NULL, hsize="hhsize"))
pop <- pop[,-which(colnames(pop)=="hhsize")]
system.time(y1 <- sampHH(pop, strata="region", hsize=NULL))
system.time(y2 <- sampHH(pop, strata=NULL, hsize=NULL))
## End(Not run)
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