saeplus_selectmodel: Select Model for Small Area Estimation
In SSA-Statistical-Team-Projects/SAEplus: Package for Geospatial Analysis & Small Area Estimation Post-Diagnostics
View source: R/saeplus_selectmodel.R
saeplus_selectmodel R Documentation
Select Model for Small Area Estimation
Description
This function performs model selection assuming data obtained from Open Street Maps, Google Earth Engine and other sources
from which the SAEplus package functions pull and process geospatial data
Usage
saeplus_selectmodel(dt, outcomevar, xvars, drop_NA_tags = TRUE)
Arguments
dt
object of class data.table or data.frame
outcomevar
character vector of size 1 naming the outcome variable
xvars
the set of explanatory variables to be selected from
drop_NA_tags
if TRUE, variable names with "NA" in the names are dropped
Value
a list summarizing the lasso regression output as well as the set of coefficients
SSA-Statistical-Team-Projects/SAEplus documentation built on Aug. 24, 2022, 11:26 a.m.
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View source: R/saeplus_selectmodel.R
| saeplus_selectmodel | R Documentation |
Select Model for Small Area Estimation
Description
This function performs model selection assuming data obtained from Open Street Maps, Google Earth Engine and other sources from which the SAEplus package functions pull and process geospatial data
Usage
saeplus_selectmodel(dt, outcomevar, xvars, drop_NA_tags = TRUE)
Arguments
dt |
object of class data.table or data.frame |
outcomevar |
character vector of size 1 naming the outcome variable |
xvars |
the set of explanatory variables to be selected from |
drop_NA_tags |
if TRUE, variable names with "NA" in the names are dropped |
Value
a list summarizing the lasso regression output as well as the set of coefficients
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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