example_sml: Artifical data set used to illustrate the functionality of...

In confoundr: Diagnostics for Confounding of Time-Varying and Other Joint Exposures

Description

The example_sml data set contains 10,000 records and 38 variables. These variables include time-varying exposures, outcomes, and covariates, along with strata and censoring indicators. Time-varying inverse-probability-of-exposure weights and censoring weights are available as well.

Usage

data(example_sml)

Format

A data frame with 10,000 rows and 38 variables:

X1

row label, can be ignored

id

subject ID

a_0

exposure measurement at time 0

a_1

exposure measurement at time 1

a_2

exposure measurement at time 2

l_0

covariate measurement at time 0

l_1

covariate measurement at time 1

l_2

covariate measurement at time 2

m_0

covariate measurement at time 0

m_1

covariate measurement at time 1

m_2

covariate measurement at time 2

n_0

covariate measurement at time 0

n_1

covariate measurement at time 1

n_2

covariate measurement at time 2

o_0

covariate measurement at time 0

o_1

covariate measurement at time 1

o_2

covariate measurement at time 2

p_0

covariate measurement at time 0

p_1

covariate measurement at time 1

p_2

covariate measurement at time 2

wa_0

inverse probability of exposure weight at time 0

wa_1

inverse probability of exposure weight at time 1

wa_2

inverse probability of exposure weight at time 2

wax_0

cumulative inverse probability weight of exposure at time 0

wax_1

cumulative inverse probability weight of exposure at time 1

wax_2

cumulative inverse probability weight of exposure at time 2

wsx_0

cumulative inverse probability of censoring weight at time 0

wsx_1

cumulative inverse probability of censoring weight at time 1

wsx_2

cumulative inverse probability of censoring weight at time 2

e5_0

propensity score strata at time 0

e5_1

propensity score strata at time 1

e5_2

propensity score strata at time 2

h_0

exposure history at time 0

h_1

exposure history at time 1

h_2

exposure history at time 2

s_0

censoring indicator at time 0

s_1

censoring indicator at time 1

s_2

censoring indicator at time 2

confoundr documentation built on Sept. 20, 2019, 9:03 a.m.