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Uncertainty: The Soul of Modeling, Probability & Statistics

William Briggs




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 | #139909 in Books |  2016-06-30 | Original language:English | PDF # 1 |  9.21 x.69 x6.14l,.0 | File type: PDF | 258 pages

||20 of 20 people found the following review helpful.| A sorely needed foundational work in probability and statistics|By James Arruda|This book is, in many ways, two books in one. The first is an excellent review of the philosophy of uncertainty, probability, and causes. This portion would stand on its own quite well, and an astute reader would be able to draw out the second part mostly on their own from its foundations. The key| ||“Briggs, an adjunct professor of statistics at Cornell University, cautions his readers to carefully examine the uncertain reliability of such conclusions when these tools are used. His challenging premises are thoroughly supported by philosophical expl

This book presents a philosophical approach to probability and probabilistic thinking, considering the underpinnings of probabilistic reasoning and modeling, which effectively underlie everything in data science. The ultimate goal is to call into question many standard tenets and lay the philosophical and probabilistic groundwork and infrastructure for statistical modeling. It is the first book devoted to the philosophy of data aimed at working scientists and c...

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