A Framework for Simple and Efficient Bootstrap Validation in SAS, with Examples

Materials from invited talk/paper SA-149 for PharmaSUG in Austin, Texas, on May 24, 2022.

Materials provided:

• Full conference paper

• Slides

• Five Examples as .sas files:

  • Example 1 - PROC LOGISTIC (from the running example in the conference paper)
  • Example 2 - PROC LOGISTIC with variable selection (from Appendix C in the conference paper)
  • Example 3 - PROC HPLOGISTIC (from Appendix D in the conference paper)
  • Example 4 - PROC PHREG (from Appendix E in the conference paper)
  • Example 5 - PROC LOGISTIC with optimizations for large datasets (from Appendix F in the conference paper)

Prerequisites

The .sas Example files should work in any relatively recent installation of SAS 9.4 with SAS/STAT. SAS OnDemand for Academics might also be an option, but the authors have not tested this.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Authors

• ilankham
• mtslaugh

Disclaimer

This project is in no way affiliated with SAS Institute Inc.