Sir David Cox is one of the seminal statistical thinkers of the twentieth and twenty-first centuries. In this selection of his work, Professor Cox reviews his most influential and interesting papers published before 1993. Each paper is the subject of a candid commentary written especially for this collection. In these he describes the context in which the papers arose and their subsequent influence. He also identifies avenues for future research. Organised in two volumes and grouped by theme, the papers and commentaries provide excellent coverage of many of the most significant advances in statistics in recent times. But this collection is more than a record of scientific achievement. Professor Cox's writing is characterised by clarity and wit, so these volumes can be read as much for enjoyment as for edification.
D. J. Hand was awarded the Guy Medal in Silver by the Royal Statistical Society in 2002. A. M. Herzberg is editor of Short Book Reviews, a publication of the International Statistical Institute.
Volume I: Foreword D. J. Hand and A. M. Herzberg; Preface David Cox; Part I. Design of Investigations: Design of experiments; Sampling. Part II. Statistical Methods: Point process data; Binary data; Survival data; Multivariate analysis; Miscellaneous. Part III. Applications. Volume II: Foreword D. J. Hand and A. M. Herzberg; Preface D. Cox; Part IV. Foundations of Statistical Inference: Part V. Theoretical Statistics: Part VI. Time Series: Part VII. Stochastic Processes: Publications of Sir David Cox.