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Probability and Statistics: The Science of Uncertainty

par John Tabak

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Concepts from the fields of probability and statistics pervade our thinking--even those of us who believe in the existence of luck--and we routinely express ourselves using language borrowed from various branches of mathematics. News reports, weather reports, and even sports reports are some examples of the probabilistic and statistical thinking that seeps into our everyday lives. Probability and Statistics, Revised Edition deals with the history of probability, describing the modern concept of randomness and examining ""pre-probabilistic"" ideas of what most people today would characterize as randomness. This revised book documents some historically important early uses of probability to illustrate some very important probabilistic questions. It goes on to explore statistics and the generations of mathematicians and non-mathematicians who began to address problems in statistical analysis, including the statistical structure of data sets as well as the theory of sampling and the characterization of the nature of variation. The final chapter describes the role of statistics in the development, testing, licensure, and subsequent study of vaccines. A new chapter has been added that gives special attention to vaccines for measles, polio, pertussis, and rubella.… (plus d'informations)
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An excellent book on a difficult subject. In two parts: Probability and Statistics, which please me because they are not the same subject, though related. Interesting speculation on the causes for the late arrival of the study of mathematical probability compared to, e.g., geometry. I'm reading Part I slowly since it contains actual mathematics; I more or less completed the first three chapters: "The Idea of Randomness", "The Nature of Chance", and "Surprising Insights into Probability and its Uses". Part II is a much faster read because there is no actual mathematical content, just a history of the early development of statistics.

The book is, as I have come to expect from the author, a judicious mix of historical context, motivation, and actual math. Each chapter is in itself a very satisfying read. ( )
  themulhern | Dec 25, 2014 |
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Concepts from the fields of probability and statistics pervade our thinking--even those of us who believe in the existence of luck--and we routinely express ourselves using language borrowed from various branches of mathematics. News reports, weather reports, and even sports reports are some examples of the probabilistic and statistical thinking that seeps into our everyday lives. Probability and Statistics, Revised Edition deals with the history of probability, describing the modern concept of randomness and examining ""pre-probabilistic"" ideas of what most people today would characterize as randomness. This revised book documents some historically important early uses of probability to illustrate some very important probabilistic questions. It goes on to explore statistics and the generations of mathematicians and non-mathematicians who began to address problems in statistical analysis, including the statistical structure of data sets as well as the theory of sampling and the characterization of the nature of variation. The final chapter describes the role of statistics in the development, testing, licensure, and subsequent study of vaccines. A new chapter has been added that gives special attention to vaccines for measles, polio, pertussis, and rubella.

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