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How does R's vectorization improve performance?

Updated May 24, 2026

Short answer

Vectorization leverages internal C-level loops for efficient computation.

Deep explanation

R performs operations on entire vectors at compiled speed, avoiding interpreter overhead of loops. This reduces runtime complexity and improves cache efficiency.

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