This is the candid and often colourful account of the personal experiences of a resource analyst; experiences that led to major contributions in the modelling and forecasting of petroleum discovery rates and of potential oil and gas supply. The author's approach is largely nontechnical. He relates the difficulties encountered in integrating geoscience, economics, and statistics, and stresses the value of critically examining data before formulating theories or building formal models.