Solving Confidence Interval for Z, Cheat Sheet of Statistics

Solving Confidence Interval for Z

Typology: Cheat Sheet

2023/2024

Available from 09/09/2023

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SOLVING CONFIDENCE INTERVAL FOR Z
Question: What is the 95% confidence interval when the sample mean is 583.578,
standard deviation is 8.764 and a sample size of 500?
Step 1: Determine sample mean and the sample standard deviation.
Sample mean = x
= 583.578 (rounded to three decimal places)
Sample standard deviation = s = 8.764 (rounded to three decimal places)
Step 2: Determine the other given values.
sample size = n = 500
critical value = z =1.96
Explanation: We use z table because the sample size is greater than 30. Furthermore, the level
of significance is 0.05 (5%) because the given confidence level is 95%.
Step 3: Determine the formula to use.
CI =x ± zα/2
(
σ
n
)
where;
Cl = confidence Interval
x
= sample mean
z = critical value
σ
= standard deviation
n = sample size
Step 4: Solve
Cl = confidence Interval = unknown
x
= sample mean = 583.578
Z = critical value = 1.96
σ
= standard deviation = 8.764
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SOLVING CONFIDENCE INTERVAL FOR Z

Question: What is the 95% confidence interval when the sample mean is 583.578,

standard deviation is 8.764 and a sample size of 500?

Step 1: Determine sample mean and the sample standard deviation. Sample mean = x̄ = 583.578 (rounded to three decimal places) Sample standard deviation = s = 8.764 (rounded to three decimal places) Step 2: Determine the other given values. sample size = n = 500 critical value = z =1. Explanation: We use z table because the sample size is greater than 30. Furthermore, the level of significance is 0.05 (5%) because the given confidence level is 95%. Step 3: Determine the formula to use.

CI = x ± zα / 2

√ n^ )

where; Cl = confidence Interval x̄ = sample mean z = critical value

σ = standard deviation

n = sample size Step 4: Solve Cl = confidence Interval = unknown x̄ = sample mean = 583. Z = critical value = 1.

σ = standard deviation = 8.

n = sample size = 500 Solution:

Lower bound = x̄ - z ( σ /√n)

Lower bound = 583.578 - 1.96 (8.764/√500) Lower bound = 582.81 (rounded to 2 decimal places)

Upper bound = x̄ + z ( σ /√n)

Upper bound = 583.578 + 1.96 (8.764/√500) Upper bound = 584.35 (rounded to 2 decimal places) Step 5: State Final Answer 95% confidence interval = [582.81, 584.35]