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This site from David Lane features a chapter from an on-line statistics text that discusses prediction. Topics include standard error of the estimate, partitioning the sums of squares, multiple regression, regression toward the mean, and confidence intervals and significance tests for correlation and regression. There are also exercises at the end of the chapter.