sampleDataForLtmleMSM: Sample data, regimes, and summary measures

In ltmle: Longitudinal Targeted Maximum Likelihood Estimation

Sample data, regimes, and summary measures

Description

Sample data for use with ltmleMSM. Data: n=1000: male age CD4_1 A1 Y1 CD4_2 A2 Y2 CD4_3 A3 Y3 A1..A3 are treatment nodes, Y1..Y3 are death, CD4_1..CD4_3 are time varying covariates. We are interested in static regimes where a patient switches at some time. In summary.measures, switch.time is first time where At is 1 (4 if never switch), time is the horizon.

Format

List with three components: data, regimes, summary.measures

Details

regimes: 200 x 3 x 4 [n x numACnodes x numRegimes] summary.measures: 4 x 2 x 3 [numRegimes x numSummaryMeasures x numFinalYnodes]

Source

simulated data

Examples

data(sampleDataForLtmleMSM)

ltmle documentation built on April 15, 2023, 5:06 p.m.