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| Reka Bentuk Eskalasi Dos (Kaedah Penilaian Berterusan)× | Inferensi Bayesian× | |
|---|---|---|
| Bidang≠ | Reka Bentuk Eksperimen | Statistik |
| Keluarga≠ | Process / pipeline | Bayesian methods |
| Tahun asal≠ | 1990 | 1763 |
| Pengasas≠ | John O'Quigley, Margaret Pepe & Lloyd Fisher | Thomas Bayes; Pierre-Simon Laplace |
| Jenis≠ | Adaptive Bayesian dose-finding design | Probabilistic inference paradigm |
| Sumber perintis≠ | O'Quigley, J., Pepe, M., & Fisher, L. (1990). Continual reassessment method: a practical design for phase 1 clinical trials in cancer. Biometrics, 46(1), 33–48. DOI ↗ | Bayes, T. (1763). An essay towards solving a problem in the doctrine of chances. Philosophical Transactions of the Royal Society of London, 53, 370–418. link ↗ |
| Alias≠ | Continual Reassessment Method, CRM Design, Phase I Dose-Finding Design, Doz Artırma Tasarımı | Bayes inference, Bayesian statistics, Bayesian updating, posterior inference |
| Berkaitan≠ | 2 | 3 |
| Ringkasan≠ | Dose-Escalation Design, formalized as the Continual Reassessment Method (CRM), is a Bayesian adaptive algorithm for identifying the Maximum Tolerated Dose (MTD) in Phase I clinical trials. Introduced by John O'Quigley, Margaret Pepe, and Lloyd Fisher in 1990, CRM treats dose-toxicity response as a parametric curve, updates a prior probability model after each patient's outcome, and assigns subsequent patients to the dose currently estimated closest to a pre-specified target toxicity probability. | Bayesian inference is a statistical paradigm in which probability represents degrees of belief rather than long-run frequencies. It encodes prior knowledge about parameters in a prior distribution, combines that prior with the likelihood of observed data via Bayes' theorem, and produces a posterior distribution that quantifies updated uncertainty. The foundational theorem was published posthumously by Thomas Bayes in 1763 and subsequently systematized by Pierre-Simon Laplace in his 1812 Théorie analytique des probabilités. |
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