The correct option d. a confidence interval is produced by calculating the degree of non-sampling error for the particular statistic; is the false statement regarding the confidence intervals.
Describe the term confidence intervals?
The confidence interval (CI) is a range of probabilities that, with a particular level of confidence, is likely to include a population value.
- A population mean that sits between a minimum and maximum interval is frequently stated as a percentage.
- A range of data that you may be 95% positive contains the population's actual mean is known as the 95% confidence interval.
- The sample mean (the center of the CI) will fluctuate from sample to sample as a result of natural sampling variability.
- The approach itself, not a certain CI, is where the confidence lies. If the sampling procedure were to be applied repeatedly, roughly 95% of the built-in intervals would represent the real population mean.
Thus, all statement correctly describes the confidence intervals except in option d.
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