Estimating and evaluating personalized treatment recommendations from randomized trials with ptr. (June 2021)
- Record Type:
- Journal Article
- Title:
- Estimating and evaluating personalized treatment recommendations from randomized trials with ptr. (June 2021)
- Main Title:
- Estimating and evaluating personalized treatment recommendations from randomized trials with ptr
- Authors:
- Pierce, Matthias
Emsley, Richard - Abstract:
- One of the targets of personalized medicine is to provide treatment recommendations using patient characteristics. We present the commandptr, which both predicts a personalized treatment recommendation algorithm and evaluates its effectiveness versus an alternative regime, using randomized trial data. The command allows for multiple (continuous or categorical) biomarkers and a binary or continuous outcome. Confidence intervals for the evaluation parameter are provided using bootstrap resampling.
- Is Part Of:
- Stata journal. Volume 21:Number 2(2021)
- Journal:
- Stata journal
- Issue:
- Volume 21:Number 2(2021)
- Issue Display:
- Volume 21, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 21
- Issue:
- 2
- Issue Sort Value:
- 2021-0021-0002-0000
- Page Start:
- 348
- Page End:
- 359
- Publication Date:
- 2021-06
- Subjects:
- st0639 -- ptr -- personalized treatment recommendations -- personalized medicine -- stratified medicine
Statistics -- Periodicals
Statistics -- Computer programs -- Periodicals
001.422 - Journal URLs:
- http://www.sagepublications.com/ ↗
https://journals.sagepub.com/home/stj ↗ - DOI:
- 10.1177/1536867X211025799 ↗
- Languages:
- English
- ISSNs:
- 1536-867X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15999.xml