SSTARD.onestage: Simulated single-stage dataset from the STAR*D study

In ITRSelect: Variable Selection for Optimal Individualized Dynamic Treatment Regime

Description

This data is constructed based on the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study. Due to a data confidentiality agreement, we are not able to provide the original dataset. Here, we generate simulated data that are similar to the original dataset.

Usage

data("SSTARD.onestage")

Format

A list with 319 observations.

Y

Patients' responses. The larger the better.

A

Treatments patients receive.

X

A 319*305 matrix consisting of patients' baseline covariates.

References

Fava, M., Rush, A. J., Trivedi, M. H., Nierenberg, A. A., Thase, M. E., Sack- eim, H. A., Quitkin, F. M., Wisniewski, S., Lavori, P. W., Rosenbaum, J. F. et al. (2003). Background and rationale for the Sequenced Treatment Alternatives to Relieve Depression (STAR* D) study. Psychiatric Clinics of North America, 26: 457-494.

Rush, A. J., Fava, M., Wisniewski, S. R., Lavori, P. W., Trivedi, M. H., Sack- eim, H. A., Thase, M. E., Nierenberg, A. A., Quitkin, F. M., Kashner, T. M. et al. (2004). Sequenced treatment alternatives to relieve depression (STAR* D): rationale and design. Controlled clinical trials, 25: 119-142.

Examples

data(SSTARD.onestage)

ITRSelect documentation built on May 1, 2019, 10:56 p.m.