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Notice how the sample size changed as the effect level was increased. Describe the changes and how this influences the choice of an effect size

Notice how the sample size changed as the effect level was increased. Describe the changes and how this influences the choice of an effect size for an a priori sample size determination.

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Central and noncentral distributions Protocol of power analyses [1] -- Wednesday, October 27, 2021 -- 12:03:12 F tests - Linear multiple regression: Fixed model, R2 deviation from zero Analysis : A priori: Compute required sample size Input : Effect size f2 = 0. 15 a err prob = 0 . 05 Power (1-B err prob) . 8 Number of predictors 2 Output : Noncentrality parameter A 10 . 2000000 Critical F = 3. 1381419 Numerator df 2 Denominator df 65 Total sample size = 68 Actual power 0 . 8044183] -- Wednesday, October 27, 2021 -- 12:04:41 F tests - Linear multiple regression: Fixed model, R2 deviation from zero Analysis : A priori: Compute required sample size Input : Effect size f2 . 02 a err prob 0 . 05 Power (1-B err prob) . 80 Number of predictors = 2 Output : Noncentrality parameter A 9 . 7000000 Critical F 3 . 0144288 Numerator df 2 Denominator df 482 Total sample size 485 Actual power 0 . 8002244lesday, F tests - Linear multiple regression: Fixed model, R2 deviation from zero Analysis : A priori: Compute required sample size Input : Effect size f2 = . 35 a err prob = 0 . 05 Power (1-B err prob) = . 8 Number of predictors 2 Output : Noncentrality parameter A = 10 . 8500000 II Critical F 3. 3403856 Numerator df = 2 Denominator df 28 Total sample size 31 Actual power 0 . 8040921

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