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The Method of Least Squares Requires That the Sum of the Squared

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The method of least squares requires that the sum of the squared deviations between actual y values in the scatter diagram and y values predicted by the regression line be minimized.


Definitions:

Population Variances

A measure of the dispersion or spread of data points in a population, indicating how much the data varies from the mean of the population.

Sample SD

The standard deviation of a sample, representing the dispersion or variability of the sample data points from their mean.

Significance Level

In statistics, a threshold for determining how significant the results of an experiment are, often used in hypothesis testing to gauge the probability of incorrectly rejecting a true null hypothesis.

Sample Weigh-Ins

A methodology or procedure in research and statistics where initial measurements or data collection are carried out to understand a sample’s characteristics before the main analysis.

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