Animated Distributions

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8/18/2019 Animated Distributions http://slidepdf.com/reader/full/animated-distributions 1/2 General form for the  F  distribution with  ν 1  and  ν 2  degrees of freedom:  (; ν 1 , ν 2 ) = Γ ν 1 +ν 2 2 Γ ν 1 2 Γ ν 2 2 ν 1 ν 2 ν 1 2 ν 1 2 2 1 + ν 1 ν 2 ν 1 +ν 2 2 Critical region for an  F  test for various degrees of freedom: 5.3426 0 df 1  = 4 df 2  = 3 α  = 0 . 10

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Page 1: Animated Distributions

8/18/2019 Animated Distributions

http://slidepdf.com/reader/full/animated-distributions 1/2

General form for the  F  distribution with   ν 1  and   ν 2  degrees of freedom:

f   (F ; ν 1, ν 2) =   Γν 1+ν 2

2

Γ

ν 1

2

Γ

ν 2

2

ν 1

ν 2

ν12

ν1−2

21 +

ν 1

ν 2

ν1+ν22

Critical region for an  F   test for various degrees of freedom:

F 5.34260

df  1 = 4df  2 = 3

α = 0.10

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Statistical power in hypothesis testing:

−2   −1 0 1 2 30.658

Reject H 

0

Fail to

reject H 

0

H 0  is true:

α = 0.05(Type I error rate)

Effect size: 0.5

−2   −1 0 1 2 30.658

Reject  H 0

Fail toreject  H 0

H a   is true:

Power =   .346

β  =   .654

(Type II error rate)