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Definitions:

Mean Absolute Deviation

The mean absolute deviation is a measure of dispersion in a dataset, calculated as the average of the absolute differences between each data point and the dataset's mean.

Sum of Squares

A measure used in statistics to describe the variability of data points around the mean or another value.

Forecasting Models

Quantitative and qualitative models used to predict future data points, trends, or patterns, based on historical and current data.

Absolute Deviation

The absolute difference between each data point in a set and a point of central tendency, often the mean or median.

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