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Close encounters
Andrew Davison proposes a new philosophy of data modeled on the affective and ethical qualities of the encounter between a reader and a literary text and demonstrates its significance for understanding urgent social and political issues.
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Data love
Data Love considers the changes big data has brought to the human condition from a philosophical standpoint. Roberto Simanowski explores our entanglements with algorithmic analysis and data mining, as we contribute to the amassing of ever more data about our lives, leading to the statistical eval...
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Information theory for data science
The ebook edition of this title is Open Access and freely available to read online. This book aims at demonstrating modern roles of information theory in a widening array of data science applications, and it is written as a text for senior undergraduate students in Information Theory
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Making statistics work
Making Statistics Work presents a synthesis of information theory and Bayesian inference that provides a consistent, powerful, and flexible framework for data inference, allowing for new approaches to many of the unresolved questions of statistics.
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Seeing through abstraction
This book examines how writers of the Republican era (1912–1949) came to recognize and respond to “information.”
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The evolution of biological information
Why information is the unifying principle that allows us to understand the evolution of complexity in natureMore than 150 years after Darwin’s revolutionary On the Origin of Species, we are still attempting to understand and explain the amazing complexity of life. Although we now know how evoluti...
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The values in numbers
Hoyt Long offers both a reinterpretation of modern Japanese literature through computational methods and an introduction to the history, theory, and practice of looking at literature through numbers. He weaves explanations of these methods and their application together with reflection on the kin...
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