dx.wts
(Package: twang) :
Propensity score diagnostics
dx.wts takes a ps object or a set of propensity scores and computes diagnostics assessing covariates balance.
● Data Source:
CranContrib
● Keywords: models
● Alias: dx.wts
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get.weights
(Package: twang) :
Extract propensity score weights
Extracts propensity score weights from a ps or mnps object.
● Data Source:
CranContrib
● Keywords: utilities
● Alias: get.weights
●
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sensitivity
(Package: twang) :
Sensitivity analyses for propensity score analyses
sensitivity
● Data Source:
CranContrib
● Keywords:
● Alias: sensitivity
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plot.mnps
(Package: twang) :
Plots for mnps objects
This function produces a collection of diagnostic plots for ps objects.
● Data Source:
CranContrib
● Keywords: models, multivariate
● Alias: plot.mnps
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get.weights.num
(Package: twang) :
Get numerators to stabilize propensity score weights for iptw fits.
Forms numerators to stabilize weights for an iptw object.
● Data Source:
CranContrib
● Keywords: utilities
● Alias: get.weights.num
●
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iptw
(Package: twang) :
Inverse probability of treatment weighting for marginal structural models
iptw uses gbm to estimate propensity scores for sequential treatments.
● Data Source:
CranContrib
● Keywords: models
● Alias: iptw
●
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ps
(Package: twang) :
Propensity score estimation
ps calculates propensity scores and diagnoses them using a variety of methods, but centered on using boosted logistic regression as implemented in gbm
● Data Source:
CranContrib
● Keywords: models, multivariate
● Alias: ps
●
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mnps
(Package: twang) :
Propensity score estimation
mnps calculates propensity scores and diagnoses them using a variety of methods, but centered on using boosted logistic regression as implemented in gbm
● Data Source:
CranContrib
● Keywords: models, multivariate
● Alias: mnps
●
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get.weights.unstab
(Package: twang) :
Extract unstabilized propensity score weights for iptw fits.
Extracts propensity score weights from an iptw or mniptw object.
● Data Source:
CranContrib
● Keywords: utilities
● Alias: get.weights.unstab
●
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boxplot.mnps
(Package: twang) :
Boxplots for mnps objects
This function produces a collection of diagnostic plots for mnps objects.
● Data Source:
CranContrib
● Keywords:
● Alias: boxplot.mnps
●
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