There have been many developments since the first edition of this book and it was high time for a second. My own period working in the pharmaceutical industry is now a distant memory but the ten years working as an academic since the first edition has had its compensations. I have been fortunate enough to be able to consult for many pharmaceutical companies during this time and this has certainly widened my appreciation of the work that statisticians do within the industry and the problems they face.