Larger files have more opportunities for the corruption to occur.
Let's say that probability of a single byte becoming corrupted is 0.01% (top of the hat number, just for the purpose of this demonstration).
- Probability of a 1 B file being error-free is 99.99% (100% - 0.01%)
- Probability of a 100 B file being error-free is approx. 99.00% (99.99%100)
- Probability of a 1 KiB (1024 B) file being error-free is approx. 90.27%
- Probability of a 10 KiB file being error-free is approx. 35.91%
- Probability of a 1 MiB (1024 KiB) file being error-free is approx. 0%
As you can see, probabilities of errors accumulate very rapidly as the size increases. That's why large files are way more likely to be corrupted. This doesn't mean that small files are not affected by corruption, though.