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This question already has an answer here:

What is the primary reason the developers chose Winternitz signatures?

marked as duplicate by Helmar, Richard Horrocks, ben75, Robert Cartaino Jan 18 '18 at 17:22

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Firstly, it is to be quantum-secure:

And secondly because there aren't many alternative quantum-secure signature schemes to begin with:

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