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Hypothesis Testing The z-test for Proportions

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α<br />

<strong>The</strong> Test Statistic<br />

pˆ<br />

− p<br />

z =<br />

σ<br />

Reject H0<br />

0<br />

=<br />

pˆ<br />

− p<br />

p<br />

( 1−<br />

p )<br />

pˆ 0 0<br />

n<br />

<strong>The</strong> Acceptance region:<br />

− zα<br />

0<br />

0 z<br />

Accept H0 Comments<br />

• <strong>The</strong> alternative <strong>Hypothesis</strong> (H A) is<br />

what the experiment is trying to<br />

prove - the Research <strong>Hypothesis</strong><br />

• <strong>The</strong> alternative <strong>Hypothesis</strong> (H A) will<br />

determine if you use a one-tailed <strong>test</strong><br />

or a two tailed <strong>test</strong><br />

• If you are trying to prove a difference<br />

H A<br />

: p ≠ p<br />

• This is the alternative <strong>Hypothesis</strong> (H A)<br />

- the Research <strong>Hypothesis</strong><br />

• Use a two tailed <strong>test</strong><br />

• If you are trying to prove the true value p<br />

exceeds the hypothesized value p 0<br />

H A<br />

: p > p<br />

• This is the alternative <strong>Hypothesis</strong> (H A)<br />

- the Research <strong>Hypothesis</strong><br />

• If you are trying to prove the true value p<br />

does not exceed the hypothesized value p 0<br />

H A<br />

: p <<br />

p<br />

• This is the alternative <strong>Hypothesis</strong> (H A)<br />

- the Research <strong>Hypothesis</strong><br />

0<br />

0<br />

0<br />

3

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