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Formulas and procedures for estimating population means and proportions with known and unknown population standard deviations, as well as for comparing two population means and proportions using the t-distribution. It covers confidence intervals and significance tests for various scenarios.
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σ √ n Table C gives z∗^ for a given C% confidence level.
z =
x¯ − μ 0 σ/
n
Find the P -value of z using Table A, do some algebra depending on your alternative hypothesis Ha.
¯x ± t∗^
s √ n
Table C gives t∗^ for a given C% confidence level and df = n − 1.
t =
x¯ − μ 0 s/
n
, with df = n − 1
Find the P -value of t using Table C with df = n − 1, take in con- sideration whether you have a one sided or two sided alternative hypothesis.
¯x 1 − x¯ 2 ± t∗
s^21 n 1
s^22 n 2
Table C gives t∗^ for a given C% confidence level and df = min(n 1 − 1 , n 2 − 1).
t =
¯x 1 − x¯ 2 √ s^21 n 1 +^
s^22 n 2
, with df = min(n 1 − 1 , n 2 − 1)
Find the P -value of t using Table C, take in consideration whether you have a one sided or two sided alternative hypothesis.
pˆ(1 − pˆ) n
z =
pˆ − p 0 √ p 0 (1−p 0 ) n
p ˆ 1 − pˆ 2 ± z∗
p ˆ 1 (1 − pˆ 1 ) n 1
pˆ 2 (1 − pˆ 2 ) n 2
pˆ = number of successes in both samples combined number of individuals in both samples combined
Then the z-statistic is
z =
pˆ 1 − pˆ 2 √ p ˆ(1 − pˆ)( (^) n^11 + (^) n^12 )