This book focuses on statistical methods which impinge more or less directly on the decisions that are made during the course of pharmaceutical and agro-chemical research, considering the four decision-making areas.1. Quantitative Structure-Activity Relationships (QSAR) 2. Screening Procedures for Discovering Active Compounds 3. Allocation of Resources between Related Screens 4. R&D Project Selection Methods