Inferences concerning two variances – HP 49g+ User Manual

Page 615

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Page 18-48

Inferences concerning two variances

The null hypothesis to be tested is , H

o

:

σ

1

2

=

σ

2

2

, at a level of confidence (1-

α)100%, or significance level α, using two samples of sizes, n

1

and n

2

, and

variances s

1

2

and s

2

2

. The test statistic to be used is an F test statistic defined

as

2

2

D

N

o

s

s

F =


where s

N

2

and s

D

2

represent the numerator and denominator of the F statistic,

respectively. Selection of the numerator and denominator depends on the
alternative hypothesis being tested, as shown below. The corresponding F
distribution has degrees of freedom,

ν

N

= n

N

-1, and

ν

D

= n

D

-1, where n

N

and

n

D

, are the sample sizes corresponding to the variances s

N

2

and s

D

2

,

respectively.

The following table shows how to select the numerator and denominator for F

o

depending on the alternative hypothesis chosen:
____________________________________________________________________
Alternative

Test

Degrees

hypothesis

statistic

of

freedom

____________________________________________________________________
H

1

:

σ

1

2

<

σ

2

2

(one-sided)

F

o

= s

2

2

/s

1

2

ν

N

= n

2

-1,

ν

D

= n

1

-1

H

1

:

σ

1

2

>

σ

2

2

(one-sided)

F

o

= s

1

2

/s

2

2

ν

N

= n

1

-1,

ν

D

= n

2

-1

H

1

:

σ

1

2

≠σ

2

2

(two-sided)

F

o

= s

M

2

/s

m

2

ν

N

= n

M

-1,

ν

D

= n

m

-1

s

M

2

=max(s

1

2

,s

2

2

), s

m

2

=min(s

1

2

,s

2

2

)

___________________________________________________________________
(*) n

M

is the value of n corresponding to the s

M

, and n

m

is the value of n

corresponding to s

m

.

____________________________________________________________________

The P-value is calculated, in all cases, as: P-value = P(F>F

o

) = UTPF(

ν

N

,

ν

D

,F

o

)

The test criteria are:

Reject H

o

if P-value <

α

Do not reject H

o

if P-value >

α.

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