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17 Floating Point Arithmetic

Computers approximate real values in \(\mathbb{R}\) using a fixed number of bits. This chapter explains how this is done and why it is important for writing robust Stan (and other numerical) programs. The subfield of computer science devoted to studying how real arithmetic works on computers is called numerical analysis.