geefirth: Fitting Firth-type GEE for correlated binary data with...
In momenulhaque/geefirthr: Fitting Firth-type GEE for correlated binary data with separation or near-to-separation
geefirth R Documentation
Fitting Firth-type GEE for correlated binary data with separation or near-to-separation
Description
geefirth fits GEE with Firth-type penalization to provide
bias-corrected finite estimate of the regression coefficient in case of separation or near-to-separation. In addition,
it provides bias-correctedsandwich estimate of the standard error of the penalized GEE estimate.
Usage
geefirth(formula, id = id, data = parent.env(),
corstr = "independence")
Arguments
formula
Similar as geeglm
id
cluster variable and requirs to be sorted
data
data frame that contains the variables mentioned in id and formula
corstr
working correlation structure, "independence" (default), "ar1", "unstr", "exchangeable".
Author(s)
Momenul Haque Mondol mmondol@isrt.ac.bd, M. Shafiqur Rahman shafiq@isrt.ac.bd
Examples
data(quasiDat)
# Fitting GEE for quasi-separated data
geefirth(y ~ x + obstime, id=id,
data=quasiDat, corstr = "exchangeable");
data(nearDat)
# Fitting GEE for near to quasi-separated data
geefirth(y ~ x + obstime, id=id,
data=nearDat, corstr = "exchangeable");
momenulhaque/geefirthr documentation built on Jan. 14, 2023, 2:58 a.m.
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| geefirth | R Documentation |
Fitting Firth-type GEE for correlated binary data with separation or near-to-separation
Description
geefirth fits GEE with Firth-type penalization to provide bias-corrected finite estimate of the regression coefficient in case of separation or near-to-separation. In addition, it provides bias-correctedsandwich estimate of the standard error of the penalized GEE estimate.
Usage
geefirth(formula, id = id, data = parent.env(), corstr = "independence")
Arguments
formula |
Similar as geeglm |
id |
cluster variable and requirs to be sorted |
data |
data frame that contains the variables mentioned in id and formula |
corstr |
working correlation structure, "independence" (default), "ar1", "unstr", "exchangeable". |
Author(s)
Momenul Haque Mondol mmondol@isrt.ac.bd, M. Shafiqur Rahman shafiq@isrt.ac.bd
Examples
data(quasiDat)
# Fitting GEE for quasi-separated data
geefirth(y ~ x + obstime, id=id,
data=quasiDat, corstr = "exchangeable");
data(nearDat)
# Fitting GEE for near to quasi-separated data
geefirth(y ~ x + obstime, id=id,
data=nearDat, corstr = "exchangeable");
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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