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Research Methodology - Dr. Krishan K. Pandey

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1 2 3 4 5<br />

z<br />

OR<br />

X − X<br />

1 2<br />

2 2<br />

p p 2<br />

σ 1 σ<br />

+<br />

n n<br />

1<br />

2<br />

is used when two samples are drawn from<br />

different populations. In case σ p1 and σ p2 are not<br />

known. We use σs and σ<br />

1 s respectively in their<br />

2<br />

places calculating<br />

Σd i<br />

2<br />

σ s1 1i 1<br />

and<br />

= X − X n − 1<br />

Σd i<br />

2<br />

σ s2 2i 2<br />

= X − X n − 1<br />

Mean ( μ) Populations(s) normal t-test and the t-test for difference in means and the test statistic Paired t-test or<br />

and test statistic difference test and<br />

sample size small (i.e.,<br />

n < 30 )<br />

and<br />

population variance(s)<br />

unknown (but the<br />

population variances<br />

assumed equal in case of<br />

test on difference between<br />

means)<br />

X − μ H0<br />

t =<br />

σ s n<br />

with<br />

d.f. = (n – 1)<br />

where<br />

X1 − X2<br />

t =<br />

×<br />

2<br />

2<br />

Σd X1i − X1i + Σd<br />

X2i − X2i<br />

n1 + n2<br />

− 2<br />

with d.f. = (n + n – 2)<br />

1 2<br />

1<br />

n1 1<br />

+<br />

n2<br />

the test statistic<br />

D − 0<br />

t =<br />

2 2<br />

Σ Di − D , n<br />

n<br />

n − 1<br />

with d.f = (n – 1)<br />

where n = number of<br />

1<br />

2<br />

Contd.<br />

Testing of Hypotheses I 199

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