The column (x−xˉ)(y−yˉ) represents the product of the x-deviation and the y-deviation for each observation. It is used to build the numerator of the least-squares slope formula, capturing how x and y vary together relative to their means.
Conditions: The x-deviations and y-deviations have been computed for each row.; The data set consists of paired observations.
The column (x−xˉ)(y−yˉ) represents the product of the x-deviation and the y-deviation for each observation. It is used to build the numerator of the least-squares slope formula, capturing how x and y vary together relative to their means.
Conditions: The x-deviations and y-deviations have been computed for each row.; The data set consists of paired observations.
The y-deviations are calculated by subtracting the sample mean of the y-values, yˉ=4, from each individual y observation in the table. This produces a column of signed deviations measuring how far each point lies above or below the horizontal mean line.
Conditions: The y-values in the table are 2, 4, 5, 4, and 5.; The sample mean yˉ has been computed as 4.
The y-deviations are calculated by subtracting the sample mean of the y-values, yˉ=4, from each individual y observation in the table. This produces a column of signed deviations measuring how far each point lies above or below the horizontal mean line.
Conditions: The y-values in the table are 2, 4, 5, 4, and 5.; The sample mean yˉ has been computed as 4.