ABSTRACT

This book presents the continual reassessment method (CRM) as a tool for dose-finding studies. With a focus on the implementation and practice of the CRM and its variations, it explains how the CRM may be calibrated and extended to suit common clinical settings. The book includes examples of real clinical trials data to illustrate the calibration techniques and shows how R can be used to carry out the techniques. It reviews the literature, related methodology, and theoretical properties of the CRM. It also explores alternatives for situations where the CRM fails.

part I|2 pages

I Fundamentals

chapter 1|4 pages

Introduction

chapter 2|10 pages

Dose Finding in Clinical Trials

chapter 3|16 pages

The Continual Reassessment Method

chapter 4|8 pages

One-Parameter Dose–Toxicity Models

chapter 5|16 pages

Theoretical Properties

chapter 6|6 pages

Empirical Properties

part II|2 pages

II Design Calibration

chapter 7|10 pages

Specifications of a CRM Design

chapter 8|14 pages

Initial Guesses of Toxicity Probabilities

chapter 9|14 pages

Least Informative Normal Prior

chapter 10|14 pages

Initial Design

part III|2 pages

III CRM and Beyond

chapter 11|20 pages

The Time-to-Event CRM

chapter 12|16 pages

CRM with Multiparameter Models

chapter 13|12 pages

When the CRM Fails

chapter 14|12 pages

Stochastic Approximation