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. Author manuscript; available in PMC: 2013 Jul 1.
Published in final edited form as: Exerc Sport Sci Rev. 2012 Jul;40(3):118–126. doi: 10.1097/JES.0b013e31825b34a0

Table 1.

Influence of intra-individual variation in behavior and number of replicates on attenuation, bias in observed relative risks, and on statistical power

Intra-
individual
varation
Replicates Attenuation (λ) Nai̇ve relative risks Statistical Power (α=0.01)
Large
effect
(RR=4.0)
Medium
effect
(RR=2.5)
Small
effect
(RR=1.5)
Large
effect
(RR=4.0)
Medium
effect
(RR=2.5)
Small
effect
(RR=1.5)
80% 1 0.20 1.32 1.20 1.08 0.39 0.16 0.03
2 0.33 1.58 1.35 1.14 0.65 0.29 0.05
3 0.43 1.82 1.48 1.19 0.79 0.39 0.06
4 0.50 2.00 1.58 1.22 0.86 0.46 0.07
5 0.56 2.17 1.67 1.25 0.90 0.52 0.08
6 0.60 2.30 1.73 1.28 0.92 0.56 0.09
70% 1 0.30 1.52 1.32 1.13 0.60 0.26 0.04
2 0.46 1.89 1.52 1.21 0.82 0.42 0.07
3 0.56 2.17 1.67 1.25 0.90 0.52 0.08
4 0.63 2.39 1.78 1.29 0.93 0.58 0.09
5 0.68 2.57 1.86 1.32 0.95 0.63 0.10
6 0.72 2.71 1.93 1.34 0.96 0.66 0.11
60% 1 0.40 1.74 1.44 1.18 0.75 0.36 0.06
2 0.57 2.20 1.69 1.26 0.91 0.53 0.08
3 0.67 2.53 1.85 1.31 0.95 0.61 0.10
4 0.73 2.75 1.95 1.34 0.97 0.66 0.11
5 0.77 2.91 2.02 1.37 0.97 0.69 0.12
6 0.80 3.03 2.08 1.38 0.98 0.71 0.12

λ = 1/1 + (σε2/n/σT2), adaptation of Equation 2 where n is the number of replicates

Attenuated relative risks calculated as: True RRλ.

Thus, a true RR of 4.0 with an attenuation factor of 0.5 = 4.00.5=2.0.

Statistical power is calculated for N=100 subjects for each effect size and α = 0.01