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Lab Instructions - University of Alberta Statistics Center
Lab Instructions - University of Alberta Statistics Center

... calculation of the regression coefficients) and S.E. of mean predictions (an estimate of the standard error of the mean predicted value). The Distances group includes Mahalanobis (a measure of the distance of a case from the means of all of the explanatory variables; this measure provides an indica ...
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Forecasting

Forecasting is the process of making predictions of the future based on past and present data and analysis of trends. A commonplace example might be estimation of some variable of interest at some specified future date. Prediction is a similar, but more general term. Both might refer to formal statistical methods employing time series, cross-sectional or longitudinal data, or alternatively to less formal judgmental methods. Usage can differ between areas of application: for example, in hydrology, the terms ""forecast"" and ""forecasting"" are sometimes reserved for estimates of values at certain specific future times, while the term ""prediction"" is used for more general estimates, such as the number of times floods will occur over a long period.Risk and uncertainty are central to forecasting and prediction; it is generally considered good practice to indicate the degree of uncertainty attaching to forecasts. In any case, the data must be up to date in order for the forecast to be as accurate as possible.
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