PokéBase - Pokémon Q&A
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1 Answer

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Nope.

The only things that Raise your chances of catching a pokemon are....

Using a better pokeball, Any Paralyzing, Burning, Freezing it, or Putting it to sleep.

But in basic, but no, raising and lowering stats does not affect your catching of pokemon.

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You forgot lowering its HP! ;)