The author is a well-known statistician who has also a gift as historian. The book is a collection of essays on the development of the main ideas in Statistics. These essays are not in chronological order and overlap on several points. That can create some confusion in the reader. The first essay is about the controversy on the effect of parents' alcoholism on children between Karl Pearson and the Cambridge economists (A. Marshall, J.M. Keynes, A. Pigou). While Pearson expected harsh criticism from the medical profession he was unexpectedly broadsided by economists on the ground of logic instead of data. Pearson's response was: statistics on the table, please. The book goes on clarifying the developments of the main ideas in the field: Central Limit Theorem, Normal distribution, least squares, degrees of freedom, regression, Bayes's Theorem, and so on. It also provide the role of famous mathematicians like Gauss, Laplace, Legendre and others. However, Pearson, Galton and Edgeworth maintain a high visibility in the book. It is not a reference book of the historical development of ideas and intuitions in Statistics, and few chapters reflect more the interest of the author than the coherence with the title "Statistics on the Table. The History of Statistical Concepts and Methods" like in Statistics and Standards, and The Trial of the Pyx, or Apollo Mathematicus. Outstanding and funny is the chapter Stigler's law of Eponymy, which states that no scientific discovery is named after its original discoverer. It is definitively an enjoyable reading and I strongly recommend it to whoever has an interest, weak or strong, in the subject.