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Mean is claimed to be greater than a value
H₀: μ = value and H₁: μ > value
Mean is claimed to be less than a value
H₀: μ = value and H₁: μ < value
Mean is claimed to be different from a value
H₀: μ = value, H₁: μ ≠ value
Mean is claimed to have changed
H₀: μ = value and H₁: μ ≠ value
Mean claim is greater than the stated value
Right tailed test
Mean claim is less than the stated value
Left tailed test
Mean claim is different from the stated value
Two tailed test
Population σ is known
Use a Z procedure
Population σ is unknown and sample s is given
Use a t procedure
Sample mean with known σ
Use z = (x̄ − μ) / (σ / √n)
Sample mean with unknown σ
Use t = (x̄ − μ) / (s / √n)
Sample size for a mean
Use the given σ confidence level and desired margin of error to solve for n
Minimum sample size
Round the answer up to the next whole number
Confidence interval for μ with known σ
x̄ ± z × σ / √n
Confidence interval for μ with unknown σ
x̄ ± t × s / √n
Confidence interval for a proportion
p̂ ± z × √[p̂(1 − p̂) / n]
Sample has 27 successes out of 45
p̂ = 27 / 45 = 0.60
Sample has 14 successes out of 35
p̂ = 14 / 35 = 0.40
Sample has 78 successes out of 150
p̂ = 78 / 150
Sample mean is 53 Point estimate for μ?
= 53
Sample proportion is 0.38 Point estimate for p?
= 0.38
90 percent confidence interval what is z?
Use z = 1.645
95 percent confidence interval what is z?
Use z = 1.960
99 percent confidence interval what is z?
Use z = 2.576
Claim is inside the confidence interval
The interval does not contradict the claim
Claim is outside the confidence interval
The interval contradicts the claim
Confidence level increases
The confidence interval gets wider
Sample size increases
The confidence interval gets narrower
Margin of error decreases
A larger sample is needed
p-value is less than α
Reject H₀
p-value equals α
Reject H₀
p-value is greater than α
Do not reject H₀
Test statistic is in the rejection region
Reject H₀
Test statistic is outside the rejection region
Do not reject H₀
Right tailed test with α = 0.05 put what in what tail?
Put 0.05 in the right tail
Left tailed test with α = 0.05 put what in what tail?
Put 0.05 in the left tail
Two tailed test with α = 0.10 put what in what tail?
Put 0.05 in each tail
Right tailed p-value find the area to the X of the test statistic?
Find the area to the right of the test statistic
Left tailed p-value find the area to the X of the test statistic?
Find the area to the left of the test statistic
Two tailed p-value find the x area?
Find the combined area in both tails
Orange pH claim of 4.4 with sample x̄ = 4.2 and s = 0.5 : use what tail test?
Use a two tailed t test
Supercharger claim of 14.1 with sample x̄ = 14.8 and s = 1.7 : use what tail test?
Use a right tailed t test
Bulb lifetime claim of 51 months with known σ: use a ? test
Use a Z test when testing the mean
Player rating claim above 80: use a ? tailed test
Use a right tailed test
Confidence interval contains a medical group's claimed mean the claim is?…
not contradicted
Confidence interval does not contain a claimed mean the claim is?…
contradicted
Type I error after rejecting H₀
H₀ was actually true
Type II error after not rejecting H₀
H₀ was actually false
Population variance is being tested: parameter = ?
σ²
Variance is claimed to equal a value: H0 is?
H₀: σ² = value
Variance is claimed to differ from a value H0 is?
H₁: σ² ≠ value