เปรียบเทียบวิธี
ดูวิธีที่เลือกเทียบกันแบบเคียงข้าง แถวที่ต่างกันจะถูกเน้นไว้
| การออกแบบการทดลองแบบปรับได้× | การวิเคราะห์การรอดชีพ× | |
|---|---|---|
| สาขาวิชา≠ | การวิจัยทางคลินิก | สถิติการวิจัย |
| ตระกูล | Process / pipeline | Process / pipeline |
| ปีกำเนิด≠ | 1990s-2000s | 1958 |
| ผู้ริเริ่ม≠ | Stephen Pocock, Christopher Jennison, and statistical methodologists; FDA formalized guidance 2019 | Edward L. Kaplan and Paul Meier |
| ประเภท≠ | Research Design | Method |
| แหล่งต้นตำรับ≠ | Pocock, S. J. (2005). Current issues in the design and interpretation of clinical trials. BMJ, 330(7500), 1118–1121. link ↗ | Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗ |
| ชื่อเรียกอื่น≠ | adaptive trial, adaptive design, response-adaptive randomization, RAR | Kaplan-Meier analysis, Cox regression, TTE analysis |
| ที่เกี่ยวข้อง≠ | 1 | 3 |
| สรุป≠ | An adaptive trial design allows pre-specified modifications to the trial based on interim data—such as sample size re-estimation, stopping for futility or efficacy, dropping ineffective arms, or shifting randomization ratios toward better-performing treatments. Developed systematically in the 1990s–2000s by statisticians like Pocock and Jennison, and formalized by the FDA in 2019, adaptive designs accelerate drug development, reduce exposure to ineffective treatments, and improve efficiency without inflating false-positive rates when properly executed. | Survival analysis is a collection of statistical methods for modeling time from a defined starting point until an event of interest occurs (disease, recovery, death, equipment failure). Kaplan and Meier's nonparametric estimator (1958) and David Cox's proportional hazards model (1972) jointly enabled analysis of censored data—individuals whose event times are unknown because they left the study or were still event-free at follow-up. Indispensable in oncology, cardiology, infectious disease research, engineering reliability, and any field where time-to-event matters. |
| ScholarGateชุดข้อมูล ↗ |
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