Asked by Ilaria Catalani on Jul 18, 2024

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An interval used to predict a future value is called a ______.

A) prediction interval
B) confidence interval
C) standard error
D) population interval

Prediction Interval

A prediction of the range within which future data points are expected to lie, based on current observations, with a specified level of confidence.

Confidence Interval

An interval of values, coming from sample-based data, likely to hold the value of an undetermined parameter of a population.

Standard Error

A statistical measure that represents the accuracy with which a sample distribution represents a population using the standard deviation.

  • Understand the application of confidence and prediction intervals in the framework of linear regression.
  • Differentiate between confidence intervals and prediction intervals in the context of linear regression.
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MS
Muhammad SaeedJul 24, 2024
Final Answer :
A
Explanation :
A prediction interval is specifically designed to give an estimate or prediction of a future value. A confidence interval, on the other hand, is focused on estimating a parameter of a population. Standard error is a measure of the variability of a statistic, while population interval is not a commonly used statistical term.