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"Numerical representation" as a book category covers how numbers are expressed, encoded, interpreted and used across mathematics, computing, science and everyday life — from the history and notation of numeral systems (Arabic, Roman, binary, positional bases) to technical treatments of data types, fixed- and floating‑point arithmetic, encoding schemes, error and precision, and algorithms for conversion and computation. It also includes applied topics such as statistical and graphical representation of numeric data, signal and image quantization, numeric methods, and the role of representation in cryptography, compression and information theory, plus pedagogical works on numeracy and number sense. Books in this category range from popular histories and conceptual introductions to rigorous textbooks and practical manuals aimed at programmers, engineers, data scientists, and educators who need to understand how the form of numeric representation affects accuracy, performance and interpretation.

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