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. 2019 Jun 24;4(3):428–437. doi: 10.1016/j.jacbts.2019.02.005

Table 2.

Magnification of Type I Error With Multiple Tests

No. of Tests Type I Error (approximate %)
1 5
2 10
3 14
10 40
20 64

For p = 0.05, the odds of type I error (false identification of an effect where none exists) as the number of tests increases.

See reference 31.