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medflex (version 0.6-7)

Flexible Mediation Analysis Using Natural Effect Models

Description

Run flexible mediation analyses using natural effect models as described in Lange, Vansteelandt and Bekaert (2012) , Vansteelandt, Bekaert and Lange (2012) and Loeys, Moerkerke, De Smet, Buysse, Steen and Vansteelandt (2013) .

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Install

install.packages('medflex')

Monthly Downloads

685

Version

0.6-7

License

GPL-2

Issues

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Maintainer

Johan Steen

Last Published

August 3rd, 2020

Functions in medflex (0.6-7)

neLht

Linear hypotheses for natural effect models
plot.neModel

Confidence interval plots for natural effect components
expData-methods

Methods for expanded datasets
UPBdata

UPB data
neModel-methods

Methods for natural effect models
neModel

Fit a natural effect model
neWeight.default

Expand the dataset and calculate ratio-of-mediator probability weights
neImpute.formula

Expand the dataset and impute nested counterfactual outcomes
neImpute.default

Expand the dataset and impute nested counterfactual outcomes
plot.neLht

Confidence interval plots for linear hypotheses in natural effect models
neWeight.formula

Expand the dataset and calculate ratio-of-mediator probability weights
neImpute

Expand the dataset and impute nested counterfactual outcomes
expData

Expanded dataset
neWeight

Expand the dataset and calculate ratio-of-mediator probability weights
neLht-methods

Methods for linear hypotheses in natural effect models