simdata: Simulated training and testing data of two survival outcomes
In liupeng2117/SubgroupBoost: Value function Guided Subgrouping via Gradient Tree Boosting
Description
Usage
Format
Examples
Description
A list of simulated data, which include 600 patients for training in train, 5000 patients for testing in test,
and their true subgroup membership labels in label.train and label.test. In training and testing set, predictive variable
's1' controls the treatment benefit, patients with positive 's1' benefit from treatment, and patients with negative 's1' do not benefit
from treatment.Variables 'z1' to 'z20' are confounding baseline variables, 'trt01p' denote treatment assignment, 'evnt1' and 'aval1'
are the event indicator(0 censor, 1 event) and survival outcome for the primary outcome overal survival (OS). 'evnt2' and 'aval2' are
the event indicator(0 censor, 1 event) and survival outcome for the secondary outcome time to prgression (TTP). label.train and
label.test denotes the true subgroup membership (0 tretment nonperforming subgroup, 1 treatment performing subgoup).
Usage
1
Format
a list containing training data train, testing data test, subgroup label label.train, and subgroup label label.test
Examples
1
liupeng2117/SubgroupBoost documentation built on Feb. 7, 2022, 1 p.m.
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Description Usage Format Examples
Description
A list of simulated data, which include 600 patients for training in train, 5000 patients for testing in test,
and their true subgroup membership labels in label.train and label.test. In training and testing set, predictive variable
's1' controls the treatment benefit, patients with positive 's1' benefit from treatment, and patients with negative 's1' do not benefit
from treatment.Variables 'z1' to 'z20' are confounding baseline variables, 'trt01p' denote treatment assignment, 'evnt1' and 'aval1'
are the event indicator(0 censor, 1 event) and survival outcome for the primary outcome overal survival (OS). 'evnt2' and 'aval2' are
the event indicator(0 censor, 1 event) and survival outcome for the secondary outcome time to prgression (TTP). label.train and
label.test denotes the true subgroup membership (0 tretment nonperforming subgroup, 1 treatment performing subgoup).
Usage
1 |
Format
a list containing training data train, testing data test, subgroup label label.train, and subgroup label label.test
Examples
1 |
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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