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Interpretation of Confidence Intervals
Jim Bohan Manheim Township School District Lancaster, Pennsylvania
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Two Tasks in Inference Confidence Intervals:
Estimate the value a parameter from a sample. Tests of Significance Test a claimed value of a parameter using the results of a sample.
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The Concept Behind the Formulas
ALL Confidence Intervals are computed by: The critical value is chosen from the sampling distribution to achieve the specified confidence level.
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Calculation Formulas The formulas for the computation of confidence intervals are quite straightforward and mechanical. The meaning of the interval is less mechanical! Proportions Means
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Acceptable Interpretation 95% Confidence Level
When many samples of size n are taken from the population, 95% of those samples will have confidence intervals that “capture” or “cover” the population parameter. The interpretation is about the intervals - NOT about the probability that YOUR interval covers the population parameter!
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Acceptable Interpretation 95% Confidence Interval
I am 95% confident that my interval covers (or contains) the population parameter.
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